import * as z from "zod/v3";
import { Result as SafeParseResult } from "../../types/fp.js";
import { SDKValidationError } from "../errors/sdkvalidationerror.js";
export type DpoHyperparametersBatchSize = string | number;
export type Beta = string | number;
export type DpoHyperparametersLearningRateMultiplier = string | number;
export type DpoHyperparametersNEpochs = string | number;
export type DpoHyperparameters = {
    /**
     * Number of examples in each batch
     */
    batchSize?: string | number | null | undefined;
    /**
     * DPO beta parameter controlling alignment strictness
     */
    beta?: string | number | null | undefined;
    /**
     * Scaling factor for learning rate
     */
    learningRateMultiplier?: string | number | null | undefined;
    /**
     * Number of epochs to train for
     */
    nEpochs?: string | number | null | undefined;
};
/** @internal */
export declare const DpoHyperparametersBatchSize$inboundSchema: z.ZodType<DpoHyperparametersBatchSize, z.ZodTypeDef, unknown>;
/** @internal */
export type DpoHyperparametersBatchSize$Outbound = string | number;
/** @internal */
export declare const DpoHyperparametersBatchSize$outboundSchema: z.ZodType<DpoHyperparametersBatchSize$Outbound, z.ZodTypeDef, DpoHyperparametersBatchSize>;
export declare function dpoHyperparametersBatchSizeToJSON(dpoHyperparametersBatchSize: DpoHyperparametersBatchSize): string;
export declare function dpoHyperparametersBatchSizeFromJSON(jsonString: string): SafeParseResult<DpoHyperparametersBatchSize, SDKValidationError>;
/** @internal */
export declare const Beta$inboundSchema: z.ZodType<Beta, z.ZodTypeDef, unknown>;
/** @internal */
export type Beta$Outbound = string | number;
/** @internal */
export declare const Beta$outboundSchema: z.ZodType<Beta$Outbound, z.ZodTypeDef, Beta>;
export declare function betaToJSON(beta: Beta): string;
export declare function betaFromJSON(jsonString: string): SafeParseResult<Beta, SDKValidationError>;
/** @internal */
export declare const DpoHyperparametersLearningRateMultiplier$inboundSchema: z.ZodType<DpoHyperparametersLearningRateMultiplier, z.ZodTypeDef, unknown>;
/** @internal */
export type DpoHyperparametersLearningRateMultiplier$Outbound = string | number;
/** @internal */
export declare const DpoHyperparametersLearningRateMultiplier$outboundSchema: z.ZodType<DpoHyperparametersLearningRateMultiplier$Outbound, z.ZodTypeDef, DpoHyperparametersLearningRateMultiplier>;
export declare function dpoHyperparametersLearningRateMultiplierToJSON(dpoHyperparametersLearningRateMultiplier: DpoHyperparametersLearningRateMultiplier): string;
export declare function dpoHyperparametersLearningRateMultiplierFromJSON(jsonString: string): SafeParseResult<DpoHyperparametersLearningRateMultiplier, SDKValidationError>;
/** @internal */
export declare const DpoHyperparametersNEpochs$inboundSchema: z.ZodType<DpoHyperparametersNEpochs, z.ZodTypeDef, unknown>;
/** @internal */
export type DpoHyperparametersNEpochs$Outbound = string | number;
/** @internal */
export declare const DpoHyperparametersNEpochs$outboundSchema: z.ZodType<DpoHyperparametersNEpochs$Outbound, z.ZodTypeDef, DpoHyperparametersNEpochs>;
export declare function dpoHyperparametersNEpochsToJSON(dpoHyperparametersNEpochs: DpoHyperparametersNEpochs): string;
export declare function dpoHyperparametersNEpochsFromJSON(jsonString: string): SafeParseResult<DpoHyperparametersNEpochs, SDKValidationError>;
/** @internal */
export declare const DpoHyperparameters$inboundSchema: z.ZodType<DpoHyperparameters, z.ZodTypeDef, unknown>;
/** @internal */
export type DpoHyperparameters$Outbound = {
    batch_size?: string | number | null | undefined;
    beta?: string | number | null | undefined;
    learning_rate_multiplier?: string | number | null | undefined;
    n_epochs?: string | number | null | undefined;
};
/** @internal */
export declare const DpoHyperparameters$outboundSchema: z.ZodType<DpoHyperparameters$Outbound, z.ZodTypeDef, DpoHyperparameters>;
export declare function dpoHyperparametersToJSON(dpoHyperparameters: DpoHyperparameters): string;
export declare function dpoHyperparametersFromJSON(jsonString: string): SafeParseResult<DpoHyperparameters, SDKValidationError>;
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