/// <reference types="node" />
import { ChannelCredentials, ChannelOptions, UntypedServiceImplementation, handleUnaryCall, Client, ClientUnaryCall, Metadata, CallOptions, ServiceError } from '@grpc/grpc-js';
import _m0 from 'protobufjs/minimal';
import { TuningTask_Status, TuningTask } from '../../../../../yandex/cloud/ai/tuning/v1/tuning_task';
import { TuningTypeLora, TuningTypePromptTune } from '../../../../../yandex/cloud/ai/tuning/v1/tuning_types';
import { SchedulerLinear, SchedulerConstant, SchedulerCosine } from '../../../../../yandex/cloud/ai/tuning/v1/tuning_schedulers';
import { OptimizerAdamw } from '../../../../../yandex/cloud/ai/tuning/v1/tuning_optimizers';
import { TuningError } from '../../../../../yandex/cloud/ai/tuning/v1/tuning_error';
import { Operation } from '../../../../../yandex/cloud/operation/operation';
export declare const protobufPackage = "yandex.cloud.ai.tuning.v1";
export interface ListTuningsRequest {
    /** Required field. ID of the folder to list tunings in. */
    folderId: string;
    /** Maximum number of tuning tasks to return per page. */
    pageSize: number;
    /** Token to retrieve the next page of results. */
    pageToken: string;
    status: TuningTask_Status;
}
export interface ListTuningsResponse {
    /** List of tuning tasks in the specified folder. */
    tuningTasks: TuningTask[];
    /** Token to retrieve the next page of results. */
    nextPageToken: string;
}
export interface DescribeTuningRequest {
    tuningTaskId: string;
}
export interface DescribeTuningResponse {
    tuningTask?: TuningTask;
}
export interface CancelTuningRequest {
    tuningTaskId: string;
}
export interface CancelTuningResponse {
    tuningTaskId: string;
}
export interface TuningResponse {
    tuningTaskId: string;
    status: TuningTask_Status;
    targetModelUri: string;
}
export interface TuningMetadata {
    tuningTaskId: string;
    status: TuningTask_Status;
    totalSteps: number;
    currentStep: number;
}
export interface TuningRequest {
    /** Format like a `gpt://{folder_id}/yandex-gpt/latest` */
    baseModelUri: string;
    trainDatasets: TuningRequest_WeightedDataset[];
    /** @deprecated */
    validationDatasets: TuningRequest_WeightedDataset[];
    validationDataset?: TuningRequest_WeightedDataset;
    testDatasets: TuningRequest_WeightedDataset[];
    textToTextCompletion?: TextToTextCompletionTuningParams | undefined;
    textClassificationMultilabel?: TextClassificationMultilabelParams | undefined;
    textClassificationMulticlass?: TextClassificationMulticlassParams | undefined;
    /** TextEmbeddingPairParams  is unimplemented */
    textEmbeddingPairParams?: TextEmbeddingPairParams | undefined;
    /** TextEmbeddingTripletParams  is unimplemented */
    textEmbeddingTripletParams?: TextEmbeddingTripletParams | undefined;
    name: string;
    description: string;
    labels: {
        [key: string]: string;
    };
}
export interface TuningRequest_LabelsEntry {
    key: string;
    value: string;
}
export interface TuningRequest_WeightedDataset {
    datasetId: string;
    weight: number;
}
export interface TextToTextCompletionTuningParams {
    seed: number;
    lr: number;
    nSamples: number;
    additionalArguments: string;
    lora?: TuningTypeLora | undefined;
    promptTune?: TuningTypePromptTune | undefined;
    scheduler?: TextToTextCompletionTuningParams_Scheduler;
    optimizer?: TextToTextCompletionTuningParams_Optimizer;
}
export interface TextToTextCompletionTuningParams_Scheduler {
    linear?: SchedulerLinear | undefined;
    constant?: SchedulerConstant | undefined;
    cosine?: SchedulerCosine | undefined;
    warmupRatio: number;
}
export interface TextToTextCompletionTuningParams_Optimizer {
    adamw?: OptimizerAdamw | undefined;
}
export interface TextClassificationMultilabelParams {
    seed: number;
    lr: number;
    nSamples: number;
    additionalArguments: string;
    lora?: TuningTypeLora | undefined;
    promptTune?: TuningTypePromptTune | undefined;
    scheduler?: TextClassificationMultilabelParams_Scheduler;
    optimizer?: TextClassificationMultilabelParams_Optimizer;
}
export interface TextClassificationMultilabelParams_Scheduler {
    linear?: SchedulerLinear | undefined;
    constant?: SchedulerConstant | undefined;
    cosine?: SchedulerCosine | undefined;
    warmupRatio: number;
}
export interface TextClassificationMultilabelParams_Optimizer {
    adamw?: OptimizerAdamw | undefined;
}
export interface TextClassificationMulticlassParams {
    seed: number;
    lr: number;
    nSamples: number;
    additionalArguments: string;
    lora?: TuningTypeLora | undefined;
    promptTune?: TuningTypePromptTune | undefined;
    scheduler?: TextClassificationMulticlassParams_Scheduler;
    optimizer?: TextClassificationMulticlassParams_Optimizer;
}
export interface TextClassificationMulticlassParams_Scheduler {
    linear?: SchedulerLinear | undefined;
    constant?: SchedulerConstant | undefined;
    cosine?: SchedulerCosine | undefined;
    warmupRatio: number;
}
export interface TextClassificationMulticlassParams_Optimizer {
    adamw?: OptimizerAdamw | undefined;
}
export interface TextEmbeddingPairParams {
    seed: number;
    lr: number;
    nSamples: number;
    additionalArguments: string;
    embeddingDims: number[];
    lora?: TuningTypeLora | undefined;
    promptTune?: TuningTypePromptTune | undefined;
    scheduler?: TextEmbeddingPairParams_Scheduler;
    optimizer?: TextEmbeddingPairParams_Optimizer;
}
export interface TextEmbeddingPairParams_Scheduler {
    linear?: SchedulerLinear | undefined;
    constant?: SchedulerConstant | undefined;
    cosine?: SchedulerCosine | undefined;
    warmupRatio: number | undefined;
}
export interface TextEmbeddingPairParams_Optimizer {
    adamw?: OptimizerAdamw | undefined;
}
export interface TextEmbeddingTripletParams {
    seed: number;
    lr: number;
    nSamples: number;
    additionalArguments: string;
    embeddingDims: number[];
    lora?: TuningTypeLora | undefined;
    promptTune?: TuningTypePromptTune | undefined;
    scheduler?: TextEmbeddingTripletParams_Scheduler;
    optimizer?: TextEmbeddingTripletParams_Optimizer;
}
export interface TextEmbeddingTripletParams_Scheduler {
    linear?: SchedulerLinear | undefined;
    constant?: SchedulerConstant | undefined;
    cosine?: SchedulerCosine | undefined;
    warmupRatio: number | undefined;
}
export interface TextEmbeddingTripletParams_Optimizer {
    adamw?: OptimizerAdamw | undefined;
}
export interface GetMetricsUrlRequest {
    taskId: string;
}
export interface GetMetricsUrlResponse {
    loadUrl: string;
}
export interface GetOptionsRequest {
    taskId: string;
}
export interface GetOptionsResponse {
    taskId: string;
    baseModelUri: string;
    trainDatasets: TuningRequest_WeightedDataset[];
    validationDatasets: TuningRequest_WeightedDataset[];
    textToTextCompletion?: TextToTextCompletionTuningParams | undefined;
    textClassificationMultilabel?: TextClassificationMultilabelParams | undefined;
    textClassificationMulticlass?: TextClassificationMulticlassParams | undefined;
    textEmbeddingPairParams?: TextEmbeddingPairParams | undefined;
    textEmbeddingTripletParams?: TextEmbeddingTripletParams | undefined;
}
export interface ListErrorsRequest {
    tuningTaskId: string;
}
export interface ListErrorsResponse {
    tuningError: TuningError[];
}
export interface CreateTuningDraftRequest {
    baseModelUri: string;
    trainDatasets: TuningRequest_WeightedDataset[];
    validationDatasets: TuningRequest_WeightedDataset[];
    textToTextCompletion?: TextToTextCompletionTuningParams | undefined;
    textClassificationMultilabel?: TextClassificationMultilabelParams | undefined;
    textClassificationMulticlass?: TextClassificationMulticlassParams | undefined;
    textEmbeddingPairParams?: TextEmbeddingPairParams | undefined;
    textEmbeddingTripletParams?: TextEmbeddingTripletParams | undefined;
    name: string;
    description: string;
    labels: {
        [key: string]: string;
    };
}
export interface CreateTuningDraftRequest_LabelsEntry {
    key: string;
    value: string;
}
export interface CreateTuningDraftResponse {
    tuningTaskId: string;
}
export interface UpdateTuningDraftRequest {
    tuningTaskId: string;
    baseModelUri: string;
    trainDatasets: TuningRequest_WeightedDataset[];
    validationDatasets: TuningRequest_WeightedDataset[];
    textToTextCompletion?: TextToTextCompletionTuningParams | undefined;
    textClassificationMultilabel?: TextClassificationMultilabelParams | undefined;
    textClassificationMulticlass?: TextClassificationMulticlassParams | undefined;
    textEmbeddingPairParams?: TextEmbeddingPairParams | undefined;
    textEmbeddingTripletParams?: TextEmbeddingTripletParams | undefined;
    name: string;
    description: string;
    labels: {
        [key: string]: string;
    };
}
export interface UpdateTuningDraftRequest_LabelsEntry {
    key: string;
    value: string;
}
export interface UpdateTuningDraftResponse {
    tuningTaskId: string;
}
export interface DeleteTuningDraftRequest {
    tuningTaskId: string;
}
export interface DeleteTuningDraftResponse {
    tuningTaskId: string;
}
export interface TuneDraftRequest {
    tuningTaskId: string;
}
export declare const ListTuningsRequest: {
    encode(message: ListTuningsRequest, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): ListTuningsRequest;
    fromJSON(object: any): ListTuningsRequest;
    toJSON(message: ListTuningsRequest): unknown;
    fromPartial<I extends {
        folderId?: string | undefined;
        pageSize?: number | undefined;
        pageToken?: string | undefined;
        status?: TuningTask_Status | undefined;
    } & {
        folderId?: string | undefined;
        pageSize?: number | undefined;
        pageToken?: string | undefined;
        status?: TuningTask_Status | undefined;
    } & Record<Exclude<keyof I, keyof ListTuningsRequest>, never>>(object: I): ListTuningsRequest;
};
export declare const ListTuningsResponse: {
    encode(message: ListTuningsResponse, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): ListTuningsResponse;
    fromJSON(object: any): ListTuningsResponse;
    toJSON(message: ListTuningsResponse): unknown;
    fromPartial<I extends {
        tuningTasks?: {
            taskId?: string | undefined;
            operationId?: string | undefined;
            status?: TuningTask_Status | undefined;
            folderId?: string | undefined;
            createdBy?: string | undefined;
            createdAt?: Date | undefined;
            startedAt?: Date | undefined;
            finishedAt?: Date | undefined;
            sourceModelUri?: string | undefined;
            targetModelUri?: string | undefined;
            name?: string | undefined;
            description?: string | undefined;
            labels?: {
                [x: string]: string | undefined;
            } | undefined;
        }[] | undefined;
        nextPageToken?: string | undefined;
    } & {
        tuningTasks?: ({
            taskId?: string | undefined;
            operationId?: string | undefined;
            status?: TuningTask_Status | undefined;
            folderId?: string | undefined;
            createdBy?: string | undefined;
            createdAt?: Date | undefined;
            startedAt?: Date | undefined;
            finishedAt?: Date | undefined;
            sourceModelUri?: string | undefined;
            targetModelUri?: string | undefined;
            name?: string | undefined;
            description?: string | undefined;
            labels?: {
                [x: string]: string | undefined;
            } | undefined;
        }[] & ({
            taskId?: string | undefined;
            operationId?: string | undefined;
            status?: TuningTask_Status | undefined;
            folderId?: string | undefined;
            createdBy?: string | undefined;
            createdAt?: Date | undefined;
            startedAt?: Date | undefined;
            finishedAt?: Date | undefined;
            sourceModelUri?: string | undefined;
            targetModelUri?: string | undefined;
            name?: string | undefined;
            description?: string | undefined;
            labels?: {
                [x: string]: string | undefined;
            } | undefined;
        } & {
            taskId?: string | undefined;
            operationId?: string | undefined;
            status?: TuningTask_Status | undefined;
            folderId?: string | undefined;
            createdBy?: string | undefined;
            createdAt?: Date | undefined;
            startedAt?: Date | undefined;
            finishedAt?: Date | undefined;
            sourceModelUri?: string | undefined;
            targetModelUri?: string | undefined;
            name?: string | undefined;
            description?: string | undefined;
            labels?: ({
                [x: string]: string | undefined;
            } & {
                [x: string]: string | undefined;
            } & Record<Exclude<keyof I["tuningTasks"][number]["labels"], string | number>, never>) | undefined;
        } & Record<Exclude<keyof I["tuningTasks"][number], keyof TuningTask>, never>)[] & Record<Exclude<keyof I["tuningTasks"], keyof {
            taskId?: string | undefined;
            operationId?: string | undefined;
            status?: TuningTask_Status | undefined;
            folderId?: string | undefined;
            createdBy?: string | undefined;
            createdAt?: Date | undefined;
            startedAt?: Date | undefined;
            finishedAt?: Date | undefined;
            sourceModelUri?: string | undefined;
            targetModelUri?: string | undefined;
            name?: string | undefined;
            description?: string | undefined;
            labels?: {
                [x: string]: string | undefined;
            } | undefined;
        }[]>, never>) | undefined;
        nextPageToken?: string | undefined;
    } & Record<Exclude<keyof I, keyof ListTuningsResponse>, never>>(object: I): ListTuningsResponse;
};
export declare const DescribeTuningRequest: {
    encode(message: DescribeTuningRequest, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): DescribeTuningRequest;
    fromJSON(object: any): DescribeTuningRequest;
    toJSON(message: DescribeTuningRequest): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
    } & {
        tuningTaskId?: string | undefined;
    } & Record<Exclude<keyof I, "tuningTaskId">, never>>(object: I): DescribeTuningRequest;
};
export declare const DescribeTuningResponse: {
    encode(message: DescribeTuningResponse, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): DescribeTuningResponse;
    fromJSON(object: any): DescribeTuningResponse;
    toJSON(message: DescribeTuningResponse): unknown;
    fromPartial<I extends {
        tuningTask?: {
            taskId?: string | undefined;
            operationId?: string | undefined;
            status?: TuningTask_Status | undefined;
            folderId?: string | undefined;
            createdBy?: string | undefined;
            createdAt?: Date | undefined;
            startedAt?: Date | undefined;
            finishedAt?: Date | undefined;
            sourceModelUri?: string | undefined;
            targetModelUri?: string | undefined;
            name?: string | undefined;
            description?: string | undefined;
            labels?: {
                [x: string]: string | undefined;
            } | undefined;
        } | undefined;
    } & {
        tuningTask?: ({
            taskId?: string | undefined;
            operationId?: string | undefined;
            status?: TuningTask_Status | undefined;
            folderId?: string | undefined;
            createdBy?: string | undefined;
            createdAt?: Date | undefined;
            startedAt?: Date | undefined;
            finishedAt?: Date | undefined;
            sourceModelUri?: string | undefined;
            targetModelUri?: string | undefined;
            name?: string | undefined;
            description?: string | undefined;
            labels?: {
                [x: string]: string | undefined;
            } | undefined;
        } & {
            taskId?: string | undefined;
            operationId?: string | undefined;
            status?: TuningTask_Status | undefined;
            folderId?: string | undefined;
            createdBy?: string | undefined;
            createdAt?: Date | undefined;
            startedAt?: Date | undefined;
            finishedAt?: Date | undefined;
            sourceModelUri?: string | undefined;
            targetModelUri?: string | undefined;
            name?: string | undefined;
            description?: string | undefined;
            labels?: ({
                [x: string]: string | undefined;
            } & {
                [x: string]: string | undefined;
            } & Record<Exclude<keyof I["tuningTask"]["labels"], string | number>, never>) | undefined;
        } & Record<Exclude<keyof I["tuningTask"], keyof TuningTask>, never>) | undefined;
    } & Record<Exclude<keyof I, "tuningTask">, never>>(object: I): DescribeTuningResponse;
};
export declare const CancelTuningRequest: {
    encode(message: CancelTuningRequest, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): CancelTuningRequest;
    fromJSON(object: any): CancelTuningRequest;
    toJSON(message: CancelTuningRequest): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
    } & {
        tuningTaskId?: string | undefined;
    } & Record<Exclude<keyof I, "tuningTaskId">, never>>(object: I): CancelTuningRequest;
};
export declare const CancelTuningResponse: {
    encode(message: CancelTuningResponse, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): CancelTuningResponse;
    fromJSON(object: any): CancelTuningResponse;
    toJSON(message: CancelTuningResponse): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
    } & {
        tuningTaskId?: string | undefined;
    } & Record<Exclude<keyof I, "tuningTaskId">, never>>(object: I): CancelTuningResponse;
};
export declare const TuningResponse: {
    encode(message: TuningResponse, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TuningResponse;
    fromJSON(object: any): TuningResponse;
    toJSON(message: TuningResponse): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
        status?: TuningTask_Status | undefined;
        targetModelUri?: string | undefined;
    } & {
        tuningTaskId?: string | undefined;
        status?: TuningTask_Status | undefined;
        targetModelUri?: string | undefined;
    } & Record<Exclude<keyof I, keyof TuningResponse>, never>>(object: I): TuningResponse;
};
export declare const TuningMetadata: {
    encode(message: TuningMetadata, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TuningMetadata;
    fromJSON(object: any): TuningMetadata;
    toJSON(message: TuningMetadata): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
        status?: TuningTask_Status | undefined;
        totalSteps?: number | undefined;
        currentStep?: number | undefined;
    } & {
        tuningTaskId?: string | undefined;
        status?: TuningTask_Status | undefined;
        totalSteps?: number | undefined;
        currentStep?: number | undefined;
    } & Record<Exclude<keyof I, keyof TuningMetadata>, never>>(object: I): TuningMetadata;
};
export declare const TuningRequest: {
    encode(message: TuningRequest, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TuningRequest;
    fromJSON(object: any): TuningRequest;
    toJSON(message: TuningRequest): unknown;
    fromPartial<I extends {
        baseModelUri?: string | undefined;
        trainDatasets?: {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] | undefined;
        validationDatasets?: {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] | undefined;
        validationDataset?: {
            datasetId?: string | undefined;
            weight?: number | undefined;
        } | undefined;
        testDatasets?: {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] | undefined;
        textToTextCompletion?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textClassificationMultilabel?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textClassificationMulticlass?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textEmbeddingPairParams?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textEmbeddingTripletParams?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        name?: string | undefined;
        description?: string | undefined;
        labels?: {
            [x: string]: string | undefined;
        } | undefined;
    } & {
        baseModelUri?: string | undefined;
        trainDatasets?: ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] & ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & {
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & Record<Exclude<keyof I["trainDatasets"][number], keyof TuningRequest_WeightedDataset>, never>)[] & Record<Exclude<keyof I["trainDatasets"], keyof {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[]>, never>) | undefined;
        validationDatasets?: ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] & ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & {
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & Record<Exclude<keyof I["validationDatasets"][number], keyof TuningRequest_WeightedDataset>, never>)[] & Record<Exclude<keyof I["validationDatasets"], keyof {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[]>, never>) | undefined;
        validationDataset?: ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & {
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & Record<Exclude<keyof I["validationDataset"], keyof TuningRequest_WeightedDataset>, never>) | undefined;
        testDatasets?: ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] & ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & {
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & Record<Exclude<keyof I["testDatasets"][number], keyof TuningRequest_WeightedDataset>, never>)[] & Record<Exclude<keyof I["testDatasets"], keyof {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[]>, never>) | undefined;
        textToTextCompletion?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"], keyof TextToTextCompletionTuningParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textToTextCompletion"], keyof TextToTextCompletionTuningParams>, never>) | undefined;
        textClassificationMultilabel?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"], keyof TextClassificationMultilabelParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textClassificationMultilabel"], keyof TextClassificationMultilabelParams>, never>) | undefined;
        textClassificationMulticlass?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"], keyof TextClassificationMulticlassParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textClassificationMulticlass"], keyof TextClassificationMulticlassParams>, never>) | undefined;
        textEmbeddingPairParams?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: (number[] & number[] & Record<Exclude<keyof I["textEmbeddingPairParams"]["embeddingDims"], keyof number[]>, never>) | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"], keyof TextEmbeddingPairParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textEmbeddingPairParams"], keyof TextEmbeddingPairParams>, never>) | undefined;
        textEmbeddingTripletParams?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: (number[] & number[] & Record<Exclude<keyof I["textEmbeddingTripletParams"]["embeddingDims"], keyof number[]>, never>) | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"], keyof TextEmbeddingTripletParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textEmbeddingTripletParams"], keyof TextEmbeddingTripletParams>, never>) | undefined;
        name?: string | undefined;
        description?: string | undefined;
        labels?: ({
            [x: string]: string | undefined;
        } & {
            [x: string]: string | undefined;
        } & Record<Exclude<keyof I["labels"], string | number>, never>) | undefined;
    } & Record<Exclude<keyof I, keyof TuningRequest>, never>>(object: I): TuningRequest;
};
export declare const TuningRequest_LabelsEntry: {
    encode(message: TuningRequest_LabelsEntry, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TuningRequest_LabelsEntry;
    fromJSON(object: any): TuningRequest_LabelsEntry;
    toJSON(message: TuningRequest_LabelsEntry): unknown;
    fromPartial<I extends {
        key?: string | undefined;
        value?: string | undefined;
    } & {
        key?: string | undefined;
        value?: string | undefined;
    } & Record<Exclude<keyof I, keyof TuningRequest_LabelsEntry>, never>>(object: I): TuningRequest_LabelsEntry;
};
export declare const TuningRequest_WeightedDataset: {
    encode(message: TuningRequest_WeightedDataset, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TuningRequest_WeightedDataset;
    fromJSON(object: any): TuningRequest_WeightedDataset;
    toJSON(message: TuningRequest_WeightedDataset): unknown;
    fromPartial<I extends {
        datasetId?: string | undefined;
        weight?: number | undefined;
    } & {
        datasetId?: string | undefined;
        weight?: number | undefined;
    } & Record<Exclude<keyof I, keyof TuningRequest_WeightedDataset>, never>>(object: I): TuningRequest_WeightedDataset;
};
export declare const TextToTextCompletionTuningParams: {
    encode(message: TextToTextCompletionTuningParams, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextToTextCompletionTuningParams;
    fromJSON(object: any): TextToTextCompletionTuningParams;
    toJSON(message: TextToTextCompletionTuningParams): unknown;
    fromPartial<I extends {
        seed?: number | undefined;
        lr?: number | undefined;
        nSamples?: number | undefined;
        additionalArguments?: string | undefined;
        lora?: {
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } | undefined;
        promptTune?: {
            virtualTokens?: number | undefined;
        } | undefined;
        scheduler?: {
            linear?: {
                minLr?: number | undefined;
            } | undefined;
            constant?: {} | undefined;
            cosine?: {
                minLr?: number | undefined;
            } | undefined;
            warmupRatio?: number | undefined;
        } | undefined;
        optimizer?: {
            adamw?: {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } | undefined;
        } | undefined;
    } & {
        seed?: number | undefined;
        lr?: number | undefined;
        nSamples?: number | undefined;
        additionalArguments?: string | undefined;
        lora?: ({
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } & {
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } & Record<Exclude<keyof I["lora"], keyof TuningTypeLora>, never>) | undefined;
        promptTune?: ({
            virtualTokens?: number | undefined;
        } & {
            virtualTokens?: number | undefined;
        } & Record<Exclude<keyof I["promptTune"], "virtualTokens">, never>) | undefined;
        scheduler?: ({
            linear?: {
                minLr?: number | undefined;
            } | undefined;
            constant?: {} | undefined;
            cosine?: {
                minLr?: number | undefined;
            } | undefined;
            warmupRatio?: number | undefined;
        } & {
            linear?: ({
                minLr?: number | undefined;
            } & {
                minLr?: number | undefined;
            } & Record<Exclude<keyof I["scheduler"]["linear"], "minLr">, never>) | undefined;
            constant?: ({} & {} & Record<Exclude<keyof I["scheduler"]["constant"], never>, never>) | undefined;
            cosine?: ({
                minLr?: number | undefined;
            } & {
                minLr?: number | undefined;
            } & Record<Exclude<keyof I["scheduler"]["cosine"], "minLr">, never>) | undefined;
            warmupRatio?: number | undefined;
        } & Record<Exclude<keyof I["scheduler"], keyof TextToTextCompletionTuningParams_Scheduler>, never>) | undefined;
        optimizer?: ({
            adamw?: {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } | undefined;
        } & {
            adamw?: ({
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } & {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } & Record<Exclude<keyof I["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
        } & Record<Exclude<keyof I["optimizer"], "adamw">, never>) | undefined;
    } & Record<Exclude<keyof I, keyof TextToTextCompletionTuningParams>, never>>(object: I): TextToTextCompletionTuningParams;
};
export declare const TextToTextCompletionTuningParams_Scheduler: {
    encode(message: TextToTextCompletionTuningParams_Scheduler, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextToTextCompletionTuningParams_Scheduler;
    fromJSON(object: any): TextToTextCompletionTuningParams_Scheduler;
    toJSON(message: TextToTextCompletionTuningParams_Scheduler): unknown;
    fromPartial<I extends {
        linear?: {
            minLr?: number | undefined;
        } | undefined;
        constant?: {} | undefined;
        cosine?: {
            minLr?: number | undefined;
        } | undefined;
        warmupRatio?: number | undefined;
    } & {
        linear?: ({
            minLr?: number | undefined;
        } & {
            minLr?: number | undefined;
        } & Record<Exclude<keyof I["linear"], "minLr">, never>) | undefined;
        constant?: ({} & {} & Record<Exclude<keyof I["constant"], never>, never>) | undefined;
        cosine?: ({
            minLr?: number | undefined;
        } & {
            minLr?: number | undefined;
        } & Record<Exclude<keyof I["cosine"], "minLr">, never>) | undefined;
        warmupRatio?: number | undefined;
    } & Record<Exclude<keyof I, keyof TextToTextCompletionTuningParams_Scheduler>, never>>(object: I): TextToTextCompletionTuningParams_Scheduler;
};
export declare const TextToTextCompletionTuningParams_Optimizer: {
    encode(message: TextToTextCompletionTuningParams_Optimizer, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextToTextCompletionTuningParams_Optimizer;
    fromJSON(object: any): TextToTextCompletionTuningParams_Optimizer;
    toJSON(message: TextToTextCompletionTuningParams_Optimizer): unknown;
    fromPartial<I extends {
        adamw?: {
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } | undefined;
    } & {
        adamw?: ({
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } & {
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } & Record<Exclude<keyof I["adamw"], keyof OptimizerAdamw>, never>) | undefined;
    } & Record<Exclude<keyof I, "adamw">, never>>(object: I): TextToTextCompletionTuningParams_Optimizer;
};
export declare const TextClassificationMultilabelParams: {
    encode(message: TextClassificationMultilabelParams, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextClassificationMultilabelParams;
    fromJSON(object: any): TextClassificationMultilabelParams;
    toJSON(message: TextClassificationMultilabelParams): unknown;
    fromPartial<I extends {
        seed?: number | undefined;
        lr?: number | undefined;
        nSamples?: number | undefined;
        additionalArguments?: string | undefined;
        lora?: {
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } | undefined;
        promptTune?: {
            virtualTokens?: number | undefined;
        } | undefined;
        scheduler?: {
            linear?: {
                minLr?: number | undefined;
            } | undefined;
            constant?: {} | undefined;
            cosine?: {
                minLr?: number | undefined;
            } | undefined;
            warmupRatio?: number | undefined;
        } | undefined;
        optimizer?: {
            adamw?: {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } | undefined;
        } | undefined;
    } & {
        seed?: number | undefined;
        lr?: number | undefined;
        nSamples?: number | undefined;
        additionalArguments?: string | undefined;
        lora?: ({
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } & {
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } & Record<Exclude<keyof I["lora"], keyof TuningTypeLora>, never>) | undefined;
        promptTune?: ({
            virtualTokens?: number | undefined;
        } & {
            virtualTokens?: number | undefined;
        } & Record<Exclude<keyof I["promptTune"], "virtualTokens">, never>) | undefined;
        scheduler?: ({
            linear?: {
                minLr?: number | undefined;
            } | undefined;
            constant?: {} | undefined;
            cosine?: {
                minLr?: number | undefined;
            } | undefined;
            warmupRatio?: number | undefined;
        } & {
            linear?: ({
                minLr?: number | undefined;
            } & {
                minLr?: number | undefined;
            } & Record<Exclude<keyof I["scheduler"]["linear"], "minLr">, never>) | undefined;
            constant?: ({} & {} & Record<Exclude<keyof I["scheduler"]["constant"], never>, never>) | undefined;
            cosine?: ({
                minLr?: number | undefined;
            } & {
                minLr?: number | undefined;
            } & Record<Exclude<keyof I["scheduler"]["cosine"], "minLr">, never>) | undefined;
            warmupRatio?: number | undefined;
        } & Record<Exclude<keyof I["scheduler"], keyof TextClassificationMultilabelParams_Scheduler>, never>) | undefined;
        optimizer?: ({
            adamw?: {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } | undefined;
        } & {
            adamw?: ({
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } & {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } & Record<Exclude<keyof I["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
        } & Record<Exclude<keyof I["optimizer"], "adamw">, never>) | undefined;
    } & Record<Exclude<keyof I, keyof TextClassificationMultilabelParams>, never>>(object: I): TextClassificationMultilabelParams;
};
export declare const TextClassificationMultilabelParams_Scheduler: {
    encode(message: TextClassificationMultilabelParams_Scheduler, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextClassificationMultilabelParams_Scheduler;
    fromJSON(object: any): TextClassificationMultilabelParams_Scheduler;
    toJSON(message: TextClassificationMultilabelParams_Scheduler): unknown;
    fromPartial<I extends {
        linear?: {
            minLr?: number | undefined;
        } | undefined;
        constant?: {} | undefined;
        cosine?: {
            minLr?: number | undefined;
        } | undefined;
        warmupRatio?: number | undefined;
    } & {
        linear?: ({
            minLr?: number | undefined;
        } & {
            minLr?: number | undefined;
        } & Record<Exclude<keyof I["linear"], "minLr">, never>) | undefined;
        constant?: ({} & {} & Record<Exclude<keyof I["constant"], never>, never>) | undefined;
        cosine?: ({
            minLr?: number | undefined;
        } & {
            minLr?: number | undefined;
        } & Record<Exclude<keyof I["cosine"], "minLr">, never>) | undefined;
        warmupRatio?: number | undefined;
    } & Record<Exclude<keyof I, keyof TextClassificationMultilabelParams_Scheduler>, never>>(object: I): TextClassificationMultilabelParams_Scheduler;
};
export declare const TextClassificationMultilabelParams_Optimizer: {
    encode(message: TextClassificationMultilabelParams_Optimizer, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextClassificationMultilabelParams_Optimizer;
    fromJSON(object: any): TextClassificationMultilabelParams_Optimizer;
    toJSON(message: TextClassificationMultilabelParams_Optimizer): unknown;
    fromPartial<I extends {
        adamw?: {
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } | undefined;
    } & {
        adamw?: ({
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } & {
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } & Record<Exclude<keyof I["adamw"], keyof OptimizerAdamw>, never>) | undefined;
    } & Record<Exclude<keyof I, "adamw">, never>>(object: I): TextClassificationMultilabelParams_Optimizer;
};
export declare const TextClassificationMulticlassParams: {
    encode(message: TextClassificationMulticlassParams, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextClassificationMulticlassParams;
    fromJSON(object: any): TextClassificationMulticlassParams;
    toJSON(message: TextClassificationMulticlassParams): unknown;
    fromPartial<I extends {
        seed?: number | undefined;
        lr?: number | undefined;
        nSamples?: number | undefined;
        additionalArguments?: string | undefined;
        lora?: {
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } | undefined;
        promptTune?: {
            virtualTokens?: number | undefined;
        } | undefined;
        scheduler?: {
            linear?: {
                minLr?: number | undefined;
            } | undefined;
            constant?: {} | undefined;
            cosine?: {
                minLr?: number | undefined;
            } | undefined;
            warmupRatio?: number | undefined;
        } | undefined;
        optimizer?: {
            adamw?: {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } | undefined;
        } | undefined;
    } & {
        seed?: number | undefined;
        lr?: number | undefined;
        nSamples?: number | undefined;
        additionalArguments?: string | undefined;
        lora?: ({
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } & {
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } & Record<Exclude<keyof I["lora"], keyof TuningTypeLora>, never>) | undefined;
        promptTune?: ({
            virtualTokens?: number | undefined;
        } & {
            virtualTokens?: number | undefined;
        } & Record<Exclude<keyof I["promptTune"], "virtualTokens">, never>) | undefined;
        scheduler?: ({
            linear?: {
                minLr?: number | undefined;
            } | undefined;
            constant?: {} | undefined;
            cosine?: {
                minLr?: number | undefined;
            } | undefined;
            warmupRatio?: number | undefined;
        } & {
            linear?: ({
                minLr?: number | undefined;
            } & {
                minLr?: number | undefined;
            } & Record<Exclude<keyof I["scheduler"]["linear"], "minLr">, never>) | undefined;
            constant?: ({} & {} & Record<Exclude<keyof I["scheduler"]["constant"], never>, never>) | undefined;
            cosine?: ({
                minLr?: number | undefined;
            } & {
                minLr?: number | undefined;
            } & Record<Exclude<keyof I["scheduler"]["cosine"], "minLr">, never>) | undefined;
            warmupRatio?: number | undefined;
        } & Record<Exclude<keyof I["scheduler"], keyof TextClassificationMulticlassParams_Scheduler>, never>) | undefined;
        optimizer?: ({
            adamw?: {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } | undefined;
        } & {
            adamw?: ({
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } & {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } & Record<Exclude<keyof I["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
        } & Record<Exclude<keyof I["optimizer"], "adamw">, never>) | undefined;
    } & Record<Exclude<keyof I, keyof TextClassificationMulticlassParams>, never>>(object: I): TextClassificationMulticlassParams;
};
export declare const TextClassificationMulticlassParams_Scheduler: {
    encode(message: TextClassificationMulticlassParams_Scheduler, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextClassificationMulticlassParams_Scheduler;
    fromJSON(object: any): TextClassificationMulticlassParams_Scheduler;
    toJSON(message: TextClassificationMulticlassParams_Scheduler): unknown;
    fromPartial<I extends {
        linear?: {
            minLr?: number | undefined;
        } | undefined;
        constant?: {} | undefined;
        cosine?: {
            minLr?: number | undefined;
        } | undefined;
        warmupRatio?: number | undefined;
    } & {
        linear?: ({
            minLr?: number | undefined;
        } & {
            minLr?: number | undefined;
        } & Record<Exclude<keyof I["linear"], "minLr">, never>) | undefined;
        constant?: ({} & {} & Record<Exclude<keyof I["constant"], never>, never>) | undefined;
        cosine?: ({
            minLr?: number | undefined;
        } & {
            minLr?: number | undefined;
        } & Record<Exclude<keyof I["cosine"], "minLr">, never>) | undefined;
        warmupRatio?: number | undefined;
    } & Record<Exclude<keyof I, keyof TextClassificationMulticlassParams_Scheduler>, never>>(object: I): TextClassificationMulticlassParams_Scheduler;
};
export declare const TextClassificationMulticlassParams_Optimizer: {
    encode(message: TextClassificationMulticlassParams_Optimizer, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextClassificationMulticlassParams_Optimizer;
    fromJSON(object: any): TextClassificationMulticlassParams_Optimizer;
    toJSON(message: TextClassificationMulticlassParams_Optimizer): unknown;
    fromPartial<I extends {
        adamw?: {
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } | undefined;
    } & {
        adamw?: ({
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } & {
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } & Record<Exclude<keyof I["adamw"], keyof OptimizerAdamw>, never>) | undefined;
    } & Record<Exclude<keyof I, "adamw">, never>>(object: I): TextClassificationMulticlassParams_Optimizer;
};
export declare const TextEmbeddingPairParams: {
    encode(message: TextEmbeddingPairParams, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextEmbeddingPairParams;
    fromJSON(object: any): TextEmbeddingPairParams;
    toJSON(message: TextEmbeddingPairParams): unknown;
    fromPartial<I extends {
        seed?: number | undefined;
        lr?: number | undefined;
        nSamples?: number | undefined;
        additionalArguments?: string | undefined;
        embeddingDims?: number[] | undefined;
        lora?: {
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } | undefined;
        promptTune?: {
            virtualTokens?: number | undefined;
        } | undefined;
        scheduler?: {
            linear?: {
                minLr?: number | undefined;
            } | undefined;
            constant?: {} | undefined;
            cosine?: {
                minLr?: number | undefined;
            } | undefined;
            warmupRatio?: number | undefined;
        } | undefined;
        optimizer?: {
            adamw?: {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } | undefined;
        } | undefined;
    } & {
        seed?: number | undefined;
        lr?: number | undefined;
        nSamples?: number | undefined;
        additionalArguments?: string | undefined;
        embeddingDims?: (number[] & number[] & Record<Exclude<keyof I["embeddingDims"], keyof number[]>, never>) | undefined;
        lora?: ({
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } & {
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } & Record<Exclude<keyof I["lora"], keyof TuningTypeLora>, never>) | undefined;
        promptTune?: ({
            virtualTokens?: number | undefined;
        } & {
            virtualTokens?: number | undefined;
        } & Record<Exclude<keyof I["promptTune"], "virtualTokens">, never>) | undefined;
        scheduler?: ({
            linear?: {
                minLr?: number | undefined;
            } | undefined;
            constant?: {} | undefined;
            cosine?: {
                minLr?: number | undefined;
            } | undefined;
            warmupRatio?: number | undefined;
        } & {
            linear?: ({
                minLr?: number | undefined;
            } & {
                minLr?: number | undefined;
            } & Record<Exclude<keyof I["scheduler"]["linear"], "minLr">, never>) | undefined;
            constant?: ({} & {} & Record<Exclude<keyof I["scheduler"]["constant"], never>, never>) | undefined;
            cosine?: ({
                minLr?: number | undefined;
            } & {
                minLr?: number | undefined;
            } & Record<Exclude<keyof I["scheduler"]["cosine"], "minLr">, never>) | undefined;
            warmupRatio?: number | undefined;
        } & Record<Exclude<keyof I["scheduler"], keyof TextEmbeddingPairParams_Scheduler>, never>) | undefined;
        optimizer?: ({
            adamw?: {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } | undefined;
        } & {
            adamw?: ({
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } & {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } & Record<Exclude<keyof I["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
        } & Record<Exclude<keyof I["optimizer"], "adamw">, never>) | undefined;
    } & Record<Exclude<keyof I, keyof TextEmbeddingPairParams>, never>>(object: I): TextEmbeddingPairParams;
};
export declare const TextEmbeddingPairParams_Scheduler: {
    encode(message: TextEmbeddingPairParams_Scheduler, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextEmbeddingPairParams_Scheduler;
    fromJSON(object: any): TextEmbeddingPairParams_Scheduler;
    toJSON(message: TextEmbeddingPairParams_Scheduler): unknown;
    fromPartial<I extends {
        linear?: {
            minLr?: number | undefined;
        } | undefined;
        constant?: {} | undefined;
        cosine?: {
            minLr?: number | undefined;
        } | undefined;
        warmupRatio?: number | undefined;
    } & {
        linear?: ({
            minLr?: number | undefined;
        } & {
            minLr?: number | undefined;
        } & Record<Exclude<keyof I["linear"], "minLr">, never>) | undefined;
        constant?: ({} & {} & Record<Exclude<keyof I["constant"], never>, never>) | undefined;
        cosine?: ({
            minLr?: number | undefined;
        } & {
            minLr?: number | undefined;
        } & Record<Exclude<keyof I["cosine"], "minLr">, never>) | undefined;
        warmupRatio?: number | undefined;
    } & Record<Exclude<keyof I, keyof TextEmbeddingPairParams_Scheduler>, never>>(object: I): TextEmbeddingPairParams_Scheduler;
};
export declare const TextEmbeddingPairParams_Optimizer: {
    encode(message: TextEmbeddingPairParams_Optimizer, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextEmbeddingPairParams_Optimizer;
    fromJSON(object: any): TextEmbeddingPairParams_Optimizer;
    toJSON(message: TextEmbeddingPairParams_Optimizer): unknown;
    fromPartial<I extends {
        adamw?: {
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } | undefined;
    } & {
        adamw?: ({
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } & {
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } & Record<Exclude<keyof I["adamw"], keyof OptimizerAdamw>, never>) | undefined;
    } & Record<Exclude<keyof I, "adamw">, never>>(object: I): TextEmbeddingPairParams_Optimizer;
};
export declare const TextEmbeddingTripletParams: {
    encode(message: TextEmbeddingTripletParams, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextEmbeddingTripletParams;
    fromJSON(object: any): TextEmbeddingTripletParams;
    toJSON(message: TextEmbeddingTripletParams): unknown;
    fromPartial<I extends {
        seed?: number | undefined;
        lr?: number | undefined;
        nSamples?: number | undefined;
        additionalArguments?: string | undefined;
        embeddingDims?: number[] | undefined;
        lora?: {
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } | undefined;
        promptTune?: {
            virtualTokens?: number | undefined;
        } | undefined;
        scheduler?: {
            linear?: {
                minLr?: number | undefined;
            } | undefined;
            constant?: {} | undefined;
            cosine?: {
                minLr?: number | undefined;
            } | undefined;
            warmupRatio?: number | undefined;
        } | undefined;
        optimizer?: {
            adamw?: {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } | undefined;
        } | undefined;
    } & {
        seed?: number | undefined;
        lr?: number | undefined;
        nSamples?: number | undefined;
        additionalArguments?: string | undefined;
        embeddingDims?: (number[] & number[] & Record<Exclude<keyof I["embeddingDims"], keyof number[]>, never>) | undefined;
        lora?: ({
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } & {
            rank?: number | undefined;
            alpha?: number | undefined;
            initialization?: string | undefined;
            type?: string | undefined;
        } & Record<Exclude<keyof I["lora"], keyof TuningTypeLora>, never>) | undefined;
        promptTune?: ({
            virtualTokens?: number | undefined;
        } & {
            virtualTokens?: number | undefined;
        } & Record<Exclude<keyof I["promptTune"], "virtualTokens">, never>) | undefined;
        scheduler?: ({
            linear?: {
                minLr?: number | undefined;
            } | undefined;
            constant?: {} | undefined;
            cosine?: {
                minLr?: number | undefined;
            } | undefined;
            warmupRatio?: number | undefined;
        } & {
            linear?: ({
                minLr?: number | undefined;
            } & {
                minLr?: number | undefined;
            } & Record<Exclude<keyof I["scheduler"]["linear"], "minLr">, never>) | undefined;
            constant?: ({} & {} & Record<Exclude<keyof I["scheduler"]["constant"], never>, never>) | undefined;
            cosine?: ({
                minLr?: number | undefined;
            } & {
                minLr?: number | undefined;
            } & Record<Exclude<keyof I["scheduler"]["cosine"], "minLr">, never>) | undefined;
            warmupRatio?: number | undefined;
        } & Record<Exclude<keyof I["scheduler"], keyof TextEmbeddingTripletParams_Scheduler>, never>) | undefined;
        optimizer?: ({
            adamw?: {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } | undefined;
        } & {
            adamw?: ({
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } & {
                beta1?: number | undefined;
                beta2?: number | undefined;
                eps?: number | undefined;
                weightDecay?: number | undefined;
            } & Record<Exclude<keyof I["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
        } & Record<Exclude<keyof I["optimizer"], "adamw">, never>) | undefined;
    } & Record<Exclude<keyof I, keyof TextEmbeddingTripletParams>, never>>(object: I): TextEmbeddingTripletParams;
};
export declare const TextEmbeddingTripletParams_Scheduler: {
    encode(message: TextEmbeddingTripletParams_Scheduler, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextEmbeddingTripletParams_Scheduler;
    fromJSON(object: any): TextEmbeddingTripletParams_Scheduler;
    toJSON(message: TextEmbeddingTripletParams_Scheduler): unknown;
    fromPartial<I extends {
        linear?: {
            minLr?: number | undefined;
        } | undefined;
        constant?: {} | undefined;
        cosine?: {
            minLr?: number | undefined;
        } | undefined;
        warmupRatio?: number | undefined;
    } & {
        linear?: ({
            minLr?: number | undefined;
        } & {
            minLr?: number | undefined;
        } & Record<Exclude<keyof I["linear"], "minLr">, never>) | undefined;
        constant?: ({} & {} & Record<Exclude<keyof I["constant"], never>, never>) | undefined;
        cosine?: ({
            minLr?: number | undefined;
        } & {
            minLr?: number | undefined;
        } & Record<Exclude<keyof I["cosine"], "minLr">, never>) | undefined;
        warmupRatio?: number | undefined;
    } & Record<Exclude<keyof I, keyof TextEmbeddingTripletParams_Scheduler>, never>>(object: I): TextEmbeddingTripletParams_Scheduler;
};
export declare const TextEmbeddingTripletParams_Optimizer: {
    encode(message: TextEmbeddingTripletParams_Optimizer, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TextEmbeddingTripletParams_Optimizer;
    fromJSON(object: any): TextEmbeddingTripletParams_Optimizer;
    toJSON(message: TextEmbeddingTripletParams_Optimizer): unknown;
    fromPartial<I extends {
        adamw?: {
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } | undefined;
    } & {
        adamw?: ({
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } & {
            beta1?: number | undefined;
            beta2?: number | undefined;
            eps?: number | undefined;
            weightDecay?: number | undefined;
        } & Record<Exclude<keyof I["adamw"], keyof OptimizerAdamw>, never>) | undefined;
    } & Record<Exclude<keyof I, "adamw">, never>>(object: I): TextEmbeddingTripletParams_Optimizer;
};
export declare const GetMetricsUrlRequest: {
    encode(message: GetMetricsUrlRequest, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): GetMetricsUrlRequest;
    fromJSON(object: any): GetMetricsUrlRequest;
    toJSON(message: GetMetricsUrlRequest): unknown;
    fromPartial<I extends {
        taskId?: string | undefined;
    } & {
        taskId?: string | undefined;
    } & Record<Exclude<keyof I, "taskId">, never>>(object: I): GetMetricsUrlRequest;
};
export declare const GetMetricsUrlResponse: {
    encode(message: GetMetricsUrlResponse, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): GetMetricsUrlResponse;
    fromJSON(object: any): GetMetricsUrlResponse;
    toJSON(message: GetMetricsUrlResponse): unknown;
    fromPartial<I extends {
        loadUrl?: string | undefined;
    } & {
        loadUrl?: string | undefined;
    } & Record<Exclude<keyof I, "loadUrl">, never>>(object: I): GetMetricsUrlResponse;
};
export declare const GetOptionsRequest: {
    encode(message: GetOptionsRequest, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): GetOptionsRequest;
    fromJSON(object: any): GetOptionsRequest;
    toJSON(message: GetOptionsRequest): unknown;
    fromPartial<I extends {
        taskId?: string | undefined;
    } & {
        taskId?: string | undefined;
    } & Record<Exclude<keyof I, "taskId">, never>>(object: I): GetOptionsRequest;
};
export declare const GetOptionsResponse: {
    encode(message: GetOptionsResponse, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): GetOptionsResponse;
    fromJSON(object: any): GetOptionsResponse;
    toJSON(message: GetOptionsResponse): unknown;
    fromPartial<I extends {
        taskId?: string | undefined;
        baseModelUri?: string | undefined;
        trainDatasets?: {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] | undefined;
        validationDatasets?: {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] | undefined;
        textToTextCompletion?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textClassificationMultilabel?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textClassificationMulticlass?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textEmbeddingPairParams?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textEmbeddingTripletParams?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
    } & {
        taskId?: string | undefined;
        baseModelUri?: string | undefined;
        trainDatasets?: ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] & ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & {
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & Record<Exclude<keyof I["trainDatasets"][number], keyof TuningRequest_WeightedDataset>, never>)[] & Record<Exclude<keyof I["trainDatasets"], keyof {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[]>, never>) | undefined;
        validationDatasets?: ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] & ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & {
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & Record<Exclude<keyof I["validationDatasets"][number], keyof TuningRequest_WeightedDataset>, never>)[] & Record<Exclude<keyof I["validationDatasets"], keyof {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[]>, never>) | undefined;
        textToTextCompletion?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"], keyof TextToTextCompletionTuningParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textToTextCompletion"], keyof TextToTextCompletionTuningParams>, never>) | undefined;
        textClassificationMultilabel?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"], keyof TextClassificationMultilabelParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textClassificationMultilabel"], keyof TextClassificationMultilabelParams>, never>) | undefined;
        textClassificationMulticlass?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"], keyof TextClassificationMulticlassParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textClassificationMulticlass"], keyof TextClassificationMulticlassParams>, never>) | undefined;
        textEmbeddingPairParams?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: (number[] & number[] & Record<Exclude<keyof I["textEmbeddingPairParams"]["embeddingDims"], keyof number[]>, never>) | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"], keyof TextEmbeddingPairParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textEmbeddingPairParams"], keyof TextEmbeddingPairParams>, never>) | undefined;
        textEmbeddingTripletParams?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: (number[] & number[] & Record<Exclude<keyof I["textEmbeddingTripletParams"]["embeddingDims"], keyof number[]>, never>) | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"], keyof TextEmbeddingTripletParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textEmbeddingTripletParams"], keyof TextEmbeddingTripletParams>, never>) | undefined;
    } & Record<Exclude<keyof I, keyof GetOptionsResponse>, never>>(object: I): GetOptionsResponse;
};
export declare const ListErrorsRequest: {
    encode(message: ListErrorsRequest, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): ListErrorsRequest;
    fromJSON(object: any): ListErrorsRequest;
    toJSON(message: ListErrorsRequest): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
    } & {
        tuningTaskId?: string | undefined;
    } & Record<Exclude<keyof I, "tuningTaskId">, never>>(object: I): ListErrorsRequest;
};
export declare const ListErrorsResponse: {
    encode(message: ListErrorsResponse, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): ListErrorsResponse;
    fromJSON(object: any): ListErrorsResponse;
    toJSON(message: ListErrorsResponse): unknown;
    fromPartial<I extends {
        tuningError?: {
            tuningTaskId?: string | undefined;
            message?: string | undefined;
            type?: import("../../../../../yandex/cloud/ai/tuning/v1/tuning_error").TuningError_Type | undefined;
        }[] | undefined;
    } & {
        tuningError?: ({
            tuningTaskId?: string | undefined;
            message?: string | undefined;
            type?: import("../../../../../yandex/cloud/ai/tuning/v1/tuning_error").TuningError_Type | undefined;
        }[] & ({
            tuningTaskId?: string | undefined;
            message?: string | undefined;
            type?: import("../../../../../yandex/cloud/ai/tuning/v1/tuning_error").TuningError_Type | undefined;
        } & {
            tuningTaskId?: string | undefined;
            message?: string | undefined;
            type?: import("../../../../../yandex/cloud/ai/tuning/v1/tuning_error").TuningError_Type | undefined;
        } & Record<Exclude<keyof I["tuningError"][number], keyof TuningError>, never>)[] & Record<Exclude<keyof I["tuningError"], keyof {
            tuningTaskId?: string | undefined;
            message?: string | undefined;
            type?: import("../../../../../yandex/cloud/ai/tuning/v1/tuning_error").TuningError_Type | undefined;
        }[]>, never>) | undefined;
    } & Record<Exclude<keyof I, "tuningError">, never>>(object: I): ListErrorsResponse;
};
export declare const CreateTuningDraftRequest: {
    encode(message: CreateTuningDraftRequest, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): CreateTuningDraftRequest;
    fromJSON(object: any): CreateTuningDraftRequest;
    toJSON(message: CreateTuningDraftRequest): unknown;
    fromPartial<I extends {
        baseModelUri?: string | undefined;
        trainDatasets?: {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] | undefined;
        validationDatasets?: {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] | undefined;
        textToTextCompletion?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textClassificationMultilabel?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textClassificationMulticlass?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textEmbeddingPairParams?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textEmbeddingTripletParams?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        name?: string | undefined;
        description?: string | undefined;
        labels?: {
            [x: string]: string | undefined;
        } | undefined;
    } & {
        baseModelUri?: string | undefined;
        trainDatasets?: ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] & ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & {
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & Record<Exclude<keyof I["trainDatasets"][number], keyof TuningRequest_WeightedDataset>, never>)[] & Record<Exclude<keyof I["trainDatasets"], keyof {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[]>, never>) | undefined;
        validationDatasets?: ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] & ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & {
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & Record<Exclude<keyof I["validationDatasets"][number], keyof TuningRequest_WeightedDataset>, never>)[] & Record<Exclude<keyof I["validationDatasets"], keyof {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[]>, never>) | undefined;
        textToTextCompletion?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"], keyof TextToTextCompletionTuningParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textToTextCompletion"], keyof TextToTextCompletionTuningParams>, never>) | undefined;
        textClassificationMultilabel?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"], keyof TextClassificationMultilabelParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textClassificationMultilabel"], keyof TextClassificationMultilabelParams>, never>) | undefined;
        textClassificationMulticlass?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"], keyof TextClassificationMulticlassParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textClassificationMulticlass"], keyof TextClassificationMulticlassParams>, never>) | undefined;
        textEmbeddingPairParams?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: (number[] & number[] & Record<Exclude<keyof I["textEmbeddingPairParams"]["embeddingDims"], keyof number[]>, never>) | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"], keyof TextEmbeddingPairParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textEmbeddingPairParams"], keyof TextEmbeddingPairParams>, never>) | undefined;
        textEmbeddingTripletParams?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: (number[] & number[] & Record<Exclude<keyof I["textEmbeddingTripletParams"]["embeddingDims"], keyof number[]>, never>) | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"], keyof TextEmbeddingTripletParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textEmbeddingTripletParams"], keyof TextEmbeddingTripletParams>, never>) | undefined;
        name?: string | undefined;
        description?: string | undefined;
        labels?: ({
            [x: string]: string | undefined;
        } & {
            [x: string]: string | undefined;
        } & Record<Exclude<keyof I["labels"], string | number>, never>) | undefined;
    } & Record<Exclude<keyof I, keyof CreateTuningDraftRequest>, never>>(object: I): CreateTuningDraftRequest;
};
export declare const CreateTuningDraftRequest_LabelsEntry: {
    encode(message: CreateTuningDraftRequest_LabelsEntry, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): CreateTuningDraftRequest_LabelsEntry;
    fromJSON(object: any): CreateTuningDraftRequest_LabelsEntry;
    toJSON(message: CreateTuningDraftRequest_LabelsEntry): unknown;
    fromPartial<I extends {
        key?: string | undefined;
        value?: string | undefined;
    } & {
        key?: string | undefined;
        value?: string | undefined;
    } & Record<Exclude<keyof I, keyof CreateTuningDraftRequest_LabelsEntry>, never>>(object: I): CreateTuningDraftRequest_LabelsEntry;
};
export declare const CreateTuningDraftResponse: {
    encode(message: CreateTuningDraftResponse, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): CreateTuningDraftResponse;
    fromJSON(object: any): CreateTuningDraftResponse;
    toJSON(message: CreateTuningDraftResponse): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
    } & {
        tuningTaskId?: string | undefined;
    } & Record<Exclude<keyof I, "tuningTaskId">, never>>(object: I): CreateTuningDraftResponse;
};
export declare const UpdateTuningDraftRequest: {
    encode(message: UpdateTuningDraftRequest, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): UpdateTuningDraftRequest;
    fromJSON(object: any): UpdateTuningDraftRequest;
    toJSON(message: UpdateTuningDraftRequest): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
        baseModelUri?: string | undefined;
        trainDatasets?: {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] | undefined;
        validationDatasets?: {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] | undefined;
        textToTextCompletion?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textClassificationMultilabel?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textClassificationMulticlass?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textEmbeddingPairParams?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        textEmbeddingTripletParams?: {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } | undefined;
        name?: string | undefined;
        description?: string | undefined;
        labels?: {
            [x: string]: string | undefined;
        } | undefined;
    } & {
        tuningTaskId?: string | undefined;
        baseModelUri?: string | undefined;
        trainDatasets?: ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] & ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & {
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & Record<Exclude<keyof I["trainDatasets"][number], keyof TuningRequest_WeightedDataset>, never>)[] & Record<Exclude<keyof I["trainDatasets"], keyof {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[]>, never>) | undefined;
        validationDatasets?: ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[] & ({
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & {
            datasetId?: string | undefined;
            weight?: number | undefined;
        } & Record<Exclude<keyof I["validationDatasets"][number], keyof TuningRequest_WeightedDataset>, never>)[] & Record<Exclude<keyof I["validationDatasets"], keyof {
            datasetId?: string | undefined;
            weight?: number | undefined;
        }[]>, never>) | undefined;
        textToTextCompletion?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["scheduler"], keyof TextToTextCompletionTuningParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textToTextCompletion"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textToTextCompletion"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textToTextCompletion"], keyof TextToTextCompletionTuningParams>, never>) | undefined;
        textClassificationMultilabel?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["scheduler"], keyof TextClassificationMultilabelParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMultilabel"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textClassificationMultilabel"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textClassificationMultilabel"], keyof TextClassificationMultilabelParams>, never>) | undefined;
        textClassificationMulticlass?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["scheduler"], keyof TextClassificationMulticlassParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textClassificationMulticlass"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textClassificationMulticlass"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textClassificationMulticlass"], keyof TextClassificationMulticlassParams>, never>) | undefined;
        textEmbeddingPairParams?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: (number[] & number[] & Record<Exclude<keyof I["textEmbeddingPairParams"]["embeddingDims"], keyof number[]>, never>) | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["scheduler"], keyof TextEmbeddingPairParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingPairParams"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textEmbeddingPairParams"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textEmbeddingPairParams"], keyof TextEmbeddingPairParams>, never>) | undefined;
        textEmbeddingTripletParams?: ({
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: number[] | undefined;
            lora?: {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } | undefined;
            promptTune?: {
                virtualTokens?: number | undefined;
            } | undefined;
            scheduler?: {
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } | undefined;
            optimizer?: {
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } | undefined;
        } & {
            seed?: number | undefined;
            lr?: number | undefined;
            nSamples?: number | undefined;
            additionalArguments?: string | undefined;
            embeddingDims?: (number[] & number[] & Record<Exclude<keyof I["textEmbeddingTripletParams"]["embeddingDims"], keyof number[]>, never>) | undefined;
            lora?: ({
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & {
                rank?: number | undefined;
                alpha?: number | undefined;
                initialization?: string | undefined;
                type?: string | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["lora"], keyof TuningTypeLora>, never>) | undefined;
            promptTune?: ({
                virtualTokens?: number | undefined;
            } & {
                virtualTokens?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["promptTune"], "virtualTokens">, never>) | undefined;
            scheduler?: ({
                linear?: {
                    minLr?: number | undefined;
                } | undefined;
                constant?: {} | undefined;
                cosine?: {
                    minLr?: number | undefined;
                } | undefined;
                warmupRatio?: number | undefined;
            } & {
                linear?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["linear"], "minLr">, never>) | undefined;
                constant?: ({} & {} & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["constant"], never>, never>) | undefined;
                cosine?: ({
                    minLr?: number | undefined;
                } & {
                    minLr?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"]["cosine"], "minLr">, never>) | undefined;
                warmupRatio?: number | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["scheduler"], keyof TextEmbeddingTripletParams_Scheduler>, never>) | undefined;
            optimizer?: ({
                adamw?: {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } | undefined;
            } & {
                adamw?: ({
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & {
                    beta1?: number | undefined;
                    beta2?: number | undefined;
                    eps?: number | undefined;
                    weightDecay?: number | undefined;
                } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["optimizer"]["adamw"], keyof OptimizerAdamw>, never>) | undefined;
            } & Record<Exclude<keyof I["textEmbeddingTripletParams"]["optimizer"], "adamw">, never>) | undefined;
        } & Record<Exclude<keyof I["textEmbeddingTripletParams"], keyof TextEmbeddingTripletParams>, never>) | undefined;
        name?: string | undefined;
        description?: string | undefined;
        labels?: ({
            [x: string]: string | undefined;
        } & {
            [x: string]: string | undefined;
        } & Record<Exclude<keyof I["labels"], string | number>, never>) | undefined;
    } & Record<Exclude<keyof I, keyof UpdateTuningDraftRequest>, never>>(object: I): UpdateTuningDraftRequest;
};
export declare const UpdateTuningDraftRequest_LabelsEntry: {
    encode(message: UpdateTuningDraftRequest_LabelsEntry, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): UpdateTuningDraftRequest_LabelsEntry;
    fromJSON(object: any): UpdateTuningDraftRequest_LabelsEntry;
    toJSON(message: UpdateTuningDraftRequest_LabelsEntry): unknown;
    fromPartial<I extends {
        key?: string | undefined;
        value?: string | undefined;
    } & {
        key?: string | undefined;
        value?: string | undefined;
    } & Record<Exclude<keyof I, keyof UpdateTuningDraftRequest_LabelsEntry>, never>>(object: I): UpdateTuningDraftRequest_LabelsEntry;
};
export declare const UpdateTuningDraftResponse: {
    encode(message: UpdateTuningDraftResponse, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): UpdateTuningDraftResponse;
    fromJSON(object: any): UpdateTuningDraftResponse;
    toJSON(message: UpdateTuningDraftResponse): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
    } & {
        tuningTaskId?: string | undefined;
    } & Record<Exclude<keyof I, "tuningTaskId">, never>>(object: I): UpdateTuningDraftResponse;
};
export declare const DeleteTuningDraftRequest: {
    encode(message: DeleteTuningDraftRequest, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): DeleteTuningDraftRequest;
    fromJSON(object: any): DeleteTuningDraftRequest;
    toJSON(message: DeleteTuningDraftRequest): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
    } & {
        tuningTaskId?: string | undefined;
    } & Record<Exclude<keyof I, "tuningTaskId">, never>>(object: I): DeleteTuningDraftRequest;
};
export declare const DeleteTuningDraftResponse: {
    encode(message: DeleteTuningDraftResponse, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): DeleteTuningDraftResponse;
    fromJSON(object: any): DeleteTuningDraftResponse;
    toJSON(message: DeleteTuningDraftResponse): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
    } & {
        tuningTaskId?: string | undefined;
    } & Record<Exclude<keyof I, "tuningTaskId">, never>>(object: I): DeleteTuningDraftResponse;
};
export declare const TuneDraftRequest: {
    encode(message: TuneDraftRequest, writer?: _m0.Writer): _m0.Writer;
    decode(input: _m0.Reader | Uint8Array, length?: number): TuneDraftRequest;
    fromJSON(object: any): TuneDraftRequest;
    toJSON(message: TuneDraftRequest): unknown;
    fromPartial<I extends {
        tuningTaskId?: string | undefined;
    } & {
        tuningTaskId?: string | undefined;
    } & Record<Exclude<keyof I, "tuningTaskId">, never>>(object: I): TuneDraftRequest;
};
export declare const TuningServiceService: {
    readonly tune: {
        readonly path: "/yandex.cloud.ai.tuning.v1.TuningService/Tune";
        readonly requestStream: false;
        readonly responseStream: false;
        readonly requestSerialize: (value: TuningRequest) => Buffer;
        readonly requestDeserialize: (value: Buffer) => TuningRequest;
        readonly responseSerialize: (value: Operation) => Buffer;
        readonly responseDeserialize: (value: Buffer) => Operation;
    };
    readonly list: {
        readonly path: "/yandex.cloud.ai.tuning.v1.TuningService/List";
        readonly requestStream: false;
        readonly responseStream: false;
        readonly requestSerialize: (value: ListTuningsRequest) => Buffer;
        readonly requestDeserialize: (value: Buffer) => ListTuningsRequest;
        readonly responseSerialize: (value: ListTuningsResponse) => Buffer;
        readonly responseDeserialize: (value: Buffer) => ListTuningsResponse;
    };
    readonly describe: {
        readonly path: "/yandex.cloud.ai.tuning.v1.TuningService/Describe";
        readonly requestStream: false;
        readonly responseStream: false;
        readonly requestSerialize: (value: DescribeTuningRequest) => Buffer;
        readonly requestDeserialize: (value: Buffer) => DescribeTuningRequest;
        readonly responseSerialize: (value: DescribeTuningResponse) => Buffer;
        readonly responseDeserialize: (value: Buffer) => DescribeTuningResponse;
    };
    readonly cancel: {
        readonly path: "/yandex.cloud.ai.tuning.v1.TuningService/Cancel";
        readonly requestStream: false;
        readonly responseStream: false;
        readonly requestSerialize: (value: CancelTuningRequest) => Buffer;
        readonly requestDeserialize: (value: Buffer) => CancelTuningRequest;
        readonly responseSerialize: (value: CancelTuningResponse) => Buffer;
        readonly responseDeserialize: (value: Buffer) => CancelTuningResponse;
    };
    readonly getMetricsUrl: {
        readonly path: "/yandex.cloud.ai.tuning.v1.TuningService/GetMetricsUrl";
        readonly requestStream: false;
        readonly responseStream: false;
        readonly requestSerialize: (value: GetMetricsUrlRequest) => Buffer;
        readonly requestDeserialize: (value: Buffer) => GetMetricsUrlRequest;
        readonly responseSerialize: (value: GetMetricsUrlResponse) => Buffer;
        readonly responseDeserialize: (value: Buffer) => GetMetricsUrlResponse;
    };
    readonly getOptions: {
        readonly path: "/yandex.cloud.ai.tuning.v1.TuningService/GetOptions";
        readonly requestStream: false;
        readonly responseStream: false;
        readonly requestSerialize: (value: GetOptionsRequest) => Buffer;
        readonly requestDeserialize: (value: Buffer) => GetOptionsRequest;
        readonly responseSerialize: (value: GetOptionsResponse) => Buffer;
        readonly responseDeserialize: (value: Buffer) => GetOptionsResponse;
    };
    readonly listErrors: {
        readonly path: "/yandex.cloud.ai.tuning.v1.TuningService/ListErrors";
        readonly requestStream: false;
        readonly responseStream: false;
        readonly requestSerialize: (value: ListErrorsRequest) => Buffer;
        readonly requestDeserialize: (value: Buffer) => ListErrorsRequest;
        readonly responseSerialize: (value: ListErrorsResponse) => Buffer;
        readonly responseDeserialize: (value: Buffer) => ListErrorsResponse;
    };
    /** Unimplemented */
    readonly createDraft: {
        readonly path: "/yandex.cloud.ai.tuning.v1.TuningService/CreateDraft";
        readonly requestStream: false;
        readonly responseStream: false;
        readonly requestSerialize: (value: CreateTuningDraftRequest) => Buffer;
        readonly requestDeserialize: (value: Buffer) => CreateTuningDraftRequest;
        readonly responseSerialize: (value: CreateTuningDraftResponse) => Buffer;
        readonly responseDeserialize: (value: Buffer) => CreateTuningDraftResponse;
    };
    /** Unimplemented */
    readonly updateDraft: {
        readonly path: "/yandex.cloud.ai.tuning.v1.TuningService/UpdateDraft";
        readonly requestStream: false;
        readonly responseStream: false;
        readonly requestSerialize: (value: UpdateTuningDraftRequest) => Buffer;
        readonly requestDeserialize: (value: Buffer) => UpdateTuningDraftRequest;
        readonly responseSerialize: (value: UpdateTuningDraftResponse) => Buffer;
        readonly responseDeserialize: (value: Buffer) => UpdateTuningDraftResponse;
    };
    /** Unimplemented */
    readonly deleteDraft: {
        readonly path: "/yandex.cloud.ai.tuning.v1.TuningService/DeleteDraft";
        readonly requestStream: false;
        readonly responseStream: false;
        readonly requestSerialize: (value: DeleteTuningDraftRequest) => Buffer;
        readonly requestDeserialize: (value: Buffer) => DeleteTuningDraftRequest;
        readonly responseSerialize: (value: DeleteTuningDraftResponse) => Buffer;
        readonly responseDeserialize: (value: Buffer) => DeleteTuningDraftResponse;
    };
    /** Unimplemented */
    readonly tuneDraft: {
        readonly path: "/yandex.cloud.ai.tuning.v1.TuningService/TuneDraft";
        readonly requestStream: false;
        readonly responseStream: false;
        readonly requestSerialize: (value: TuneDraftRequest) => Buffer;
        readonly requestDeserialize: (value: Buffer) => TuneDraftRequest;
        readonly responseSerialize: (value: Operation) => Buffer;
        readonly responseDeserialize: (value: Buffer) => Operation;
    };
};
export interface TuningServiceServer extends UntypedServiceImplementation {
    tune: handleUnaryCall<TuningRequest, Operation>;
    list: handleUnaryCall<ListTuningsRequest, ListTuningsResponse>;
    describe: handleUnaryCall<DescribeTuningRequest, DescribeTuningResponse>;
    cancel: handleUnaryCall<CancelTuningRequest, CancelTuningResponse>;
    getMetricsUrl: handleUnaryCall<GetMetricsUrlRequest, GetMetricsUrlResponse>;
    getOptions: handleUnaryCall<GetOptionsRequest, GetOptionsResponse>;
    listErrors: handleUnaryCall<ListErrorsRequest, ListErrorsResponse>;
    /** Unimplemented */
    createDraft: handleUnaryCall<CreateTuningDraftRequest, CreateTuningDraftResponse>;
    /** Unimplemented */
    updateDraft: handleUnaryCall<UpdateTuningDraftRequest, UpdateTuningDraftResponse>;
    /** Unimplemented */
    deleteDraft: handleUnaryCall<DeleteTuningDraftRequest, DeleteTuningDraftResponse>;
    /** Unimplemented */
    tuneDraft: handleUnaryCall<TuneDraftRequest, Operation>;
}
export interface TuningServiceClient extends Client {
    tune(request: TuningRequest, callback: (error: ServiceError | null, response: Operation) => void): ClientUnaryCall;
    tune(request: TuningRequest, metadata: Metadata, callback: (error: ServiceError | null, response: Operation) => void): ClientUnaryCall;
    tune(request: TuningRequest, metadata: Metadata, options: Partial<CallOptions>, callback: (error: ServiceError | null, response: Operation) => void): ClientUnaryCall;
    list(request: ListTuningsRequest, callback: (error: ServiceError | null, response: ListTuningsResponse) => void): ClientUnaryCall;
    list(request: ListTuningsRequest, metadata: Metadata, callback: (error: ServiceError | null, response: ListTuningsResponse) => void): ClientUnaryCall;
    list(request: ListTuningsRequest, metadata: Metadata, options: Partial<CallOptions>, callback: (error: ServiceError | null, response: ListTuningsResponse) => void): ClientUnaryCall;
    describe(request: DescribeTuningRequest, callback: (error: ServiceError | null, response: DescribeTuningResponse) => void): ClientUnaryCall;
    describe(request: DescribeTuningRequest, metadata: Metadata, callback: (error: ServiceError | null, response: DescribeTuningResponse) => void): ClientUnaryCall;
    describe(request: DescribeTuningRequest, metadata: Metadata, options: Partial<CallOptions>, callback: (error: ServiceError | null, response: DescribeTuningResponse) => void): ClientUnaryCall;
    cancel(request: CancelTuningRequest, callback: (error: ServiceError | null, response: CancelTuningResponse) => void): ClientUnaryCall;
    cancel(request: CancelTuningRequest, metadata: Metadata, callback: (error: ServiceError | null, response: CancelTuningResponse) => void): ClientUnaryCall;
    cancel(request: CancelTuningRequest, metadata: Metadata, options: Partial<CallOptions>, callback: (error: ServiceError | null, response: CancelTuningResponse) => void): ClientUnaryCall;
    getMetricsUrl(request: GetMetricsUrlRequest, callback: (error: ServiceError | null, response: GetMetricsUrlResponse) => void): ClientUnaryCall;
    getMetricsUrl(request: GetMetricsUrlRequest, metadata: Metadata, callback: (error: ServiceError | null, response: GetMetricsUrlResponse) => void): ClientUnaryCall;
    getMetricsUrl(request: GetMetricsUrlRequest, metadata: Metadata, options: Partial<CallOptions>, callback: (error: ServiceError | null, response: GetMetricsUrlResponse) => void): ClientUnaryCall;
    getOptions(request: GetOptionsRequest, callback: (error: ServiceError | null, response: GetOptionsResponse) => void): ClientUnaryCall;
    getOptions(request: GetOptionsRequest, metadata: Metadata, callback: (error: ServiceError | null, response: GetOptionsResponse) => void): ClientUnaryCall;
    getOptions(request: GetOptionsRequest, metadata: Metadata, options: Partial<CallOptions>, callback: (error: ServiceError | null, response: GetOptionsResponse) => void): ClientUnaryCall;
    listErrors(request: ListErrorsRequest, callback: (error: ServiceError | null, response: ListErrorsResponse) => void): ClientUnaryCall;
    listErrors(request: ListErrorsRequest, metadata: Metadata, callback: (error: ServiceError | null, response: ListErrorsResponse) => void): ClientUnaryCall;
    listErrors(request: ListErrorsRequest, metadata: Metadata, options: Partial<CallOptions>, callback: (error: ServiceError | null, response: ListErrorsResponse) => void): ClientUnaryCall;
    /** Unimplemented */
    createDraft(request: CreateTuningDraftRequest, callback: (error: ServiceError | null, response: CreateTuningDraftResponse) => void): ClientUnaryCall;
    createDraft(request: CreateTuningDraftRequest, metadata: Metadata, callback: (error: ServiceError | null, response: CreateTuningDraftResponse) => void): ClientUnaryCall;
    createDraft(request: CreateTuningDraftRequest, metadata: Metadata, options: Partial<CallOptions>, callback: (error: ServiceError | null, response: CreateTuningDraftResponse) => void): ClientUnaryCall;
    /** Unimplemented */
    updateDraft(request: UpdateTuningDraftRequest, callback: (error: ServiceError | null, response: UpdateTuningDraftResponse) => void): ClientUnaryCall;
    updateDraft(request: UpdateTuningDraftRequest, metadata: Metadata, callback: (error: ServiceError | null, response: UpdateTuningDraftResponse) => void): ClientUnaryCall;
    updateDraft(request: UpdateTuningDraftRequest, metadata: Metadata, options: Partial<CallOptions>, callback: (error: ServiceError | null, response: UpdateTuningDraftResponse) => void): ClientUnaryCall;
    /** Unimplemented */
    deleteDraft(request: DeleteTuningDraftRequest, callback: (error: ServiceError | null, response: DeleteTuningDraftResponse) => void): ClientUnaryCall;
    deleteDraft(request: DeleteTuningDraftRequest, metadata: Metadata, callback: (error: ServiceError | null, response: DeleteTuningDraftResponse) => void): ClientUnaryCall;
    deleteDraft(request: DeleteTuningDraftRequest, metadata: Metadata, options: Partial<CallOptions>, callback: (error: ServiceError | null, response: DeleteTuningDraftResponse) => void): ClientUnaryCall;
    /** Unimplemented */
    tuneDraft(request: TuneDraftRequest, callback: (error: ServiceError | null, response: Operation) => void): ClientUnaryCall;
    tuneDraft(request: TuneDraftRequest, metadata: Metadata, callback: (error: ServiceError | null, response: Operation) => void): ClientUnaryCall;
    tuneDraft(request: TuneDraftRequest, metadata: Metadata, options: Partial<CallOptions>, callback: (error: ServiceError | null, response: Operation) => void): ClientUnaryCall;
}
export declare const TuningServiceClient: {
    new (address: string, credentials: ChannelCredentials, options?: Partial<ChannelOptions>): TuningServiceClient;
    service: typeof TuningServiceService;
};
type Builtin = Date | Function | Uint8Array | string | number | boolean | undefined;
export type DeepPartial<T> = T extends Builtin ? T : T extends Array<infer U> ? Array<DeepPartial<U>> : T extends ReadonlyArray<infer U> ? ReadonlyArray<DeepPartial<U>> : T extends {} ? {
    [K in keyof T]?: DeepPartial<T[K]>;
} : Partial<T>;
type KeysOfUnion<T> = T extends T ? keyof T : never;
export type Exact<P, I extends P> = P extends Builtin ? P : P & {
    [K in keyof P]: Exact<P[K], I[K]>;
} & Record<Exclude<keyof I, KeysOfUnion<P>>, never>;
export {};