import * as z from "zod/v3";
import { ClosedEnum } from "../../types/enums.js";
import { Result as SafeParseResult } from "../../types/fp.js";
import { SDKValidationError } from "../errors/sdkvalidationerror.js";
export type ReinforcementHyperparametersBatchSize = string | number;
export type ComputeMultiplier = string | number;
export type EvalInterval = string | number;
export type EvalSamples = string | number;
export type ReinforcementHyperparametersLearningRateMultiplier = string | number;
export type ReinforcementHyperparametersNEpochs = string | number;
export declare const ReinforcementHyperparametersReasoningEffort: {
    readonly Default: "default";
    readonly Low: "low";
    readonly Medium: "medium";
    readonly High: "high";
};
export type ReinforcementHyperparametersReasoningEffort = ClosedEnum<typeof ReinforcementHyperparametersReasoningEffort>;
export type ReinforcementHyperparameters = {
    /**
     * Number of examples in each batch
     */
    batchSize?: string | number | null | undefined;
    /**
     * Scales compute for exploration during training
     */
    computeMultiplier?: string | number | null | undefined;
    /**
     * Number of steps between evaluations
     */
    evalInterval?: string | number | null | undefined;
    /**
     * Number of samples generated per eval step
     */
    evalSamples?: 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;
    /**
     * Reasoning effort level
     */
    reasoningEffort?: ReinforcementHyperparametersReasoningEffort | null | undefined;
};
/** @internal */
export declare const ReinforcementHyperparametersBatchSize$inboundSchema: z.ZodType<ReinforcementHyperparametersBatchSize, z.ZodTypeDef, unknown>;
/** @internal */
export type ReinforcementHyperparametersBatchSize$Outbound = string | number;
/** @internal */
export declare const ReinforcementHyperparametersBatchSize$outboundSchema: z.ZodType<ReinforcementHyperparametersBatchSize$Outbound, z.ZodTypeDef, ReinforcementHyperparametersBatchSize>;
export declare function reinforcementHyperparametersBatchSizeToJSON(reinforcementHyperparametersBatchSize: ReinforcementHyperparametersBatchSize): string;
export declare function reinforcementHyperparametersBatchSizeFromJSON(jsonString: string): SafeParseResult<ReinforcementHyperparametersBatchSize, SDKValidationError>;
/** @internal */
export declare const ComputeMultiplier$inboundSchema: z.ZodType<ComputeMultiplier, z.ZodTypeDef, unknown>;
/** @internal */
export type ComputeMultiplier$Outbound = string | number;
/** @internal */
export declare const ComputeMultiplier$outboundSchema: z.ZodType<ComputeMultiplier$Outbound, z.ZodTypeDef, ComputeMultiplier>;
export declare function computeMultiplierToJSON(computeMultiplier: ComputeMultiplier): string;
export declare function computeMultiplierFromJSON(jsonString: string): SafeParseResult<ComputeMultiplier, SDKValidationError>;
/** @internal */
export declare const EvalInterval$inboundSchema: z.ZodType<EvalInterval, z.ZodTypeDef, unknown>;
/** @internal */
export type EvalInterval$Outbound = string | number;
/** @internal */
export declare const EvalInterval$outboundSchema: z.ZodType<EvalInterval$Outbound, z.ZodTypeDef, EvalInterval>;
export declare function evalIntervalToJSON(evalInterval: EvalInterval): string;
export declare function evalIntervalFromJSON(jsonString: string): SafeParseResult<EvalInterval, SDKValidationError>;
/** @internal */
export declare const EvalSamples$inboundSchema: z.ZodType<EvalSamples, z.ZodTypeDef, unknown>;
/** @internal */
export type EvalSamples$Outbound = string | number;
/** @internal */
export declare const EvalSamples$outboundSchema: z.ZodType<EvalSamples$Outbound, z.ZodTypeDef, EvalSamples>;
export declare function evalSamplesToJSON(evalSamples: EvalSamples): string;
export declare function evalSamplesFromJSON(jsonString: string): SafeParseResult<EvalSamples, SDKValidationError>;
/** @internal */
export declare const ReinforcementHyperparametersLearningRateMultiplier$inboundSchema: z.ZodType<ReinforcementHyperparametersLearningRateMultiplier, z.ZodTypeDef, unknown>;
/** @internal */
export type ReinforcementHyperparametersLearningRateMultiplier$Outbound = string | number;
/** @internal */
export declare const ReinforcementHyperparametersLearningRateMultiplier$outboundSchema: z.ZodType<ReinforcementHyperparametersLearningRateMultiplier$Outbound, z.ZodTypeDef, ReinforcementHyperparametersLearningRateMultiplier>;
export declare function reinforcementHyperparametersLearningRateMultiplierToJSON(reinforcementHyperparametersLearningRateMultiplier: ReinforcementHyperparametersLearningRateMultiplier): string;
export declare function reinforcementHyperparametersLearningRateMultiplierFromJSON(jsonString: string): SafeParseResult<ReinforcementHyperparametersLearningRateMultiplier, SDKValidationError>;
/** @internal */
export declare const ReinforcementHyperparametersNEpochs$inboundSchema: z.ZodType<ReinforcementHyperparametersNEpochs, z.ZodTypeDef, unknown>;
/** @internal */
export type ReinforcementHyperparametersNEpochs$Outbound = string | number;
/** @internal */
export declare const ReinforcementHyperparametersNEpochs$outboundSchema: z.ZodType<ReinforcementHyperparametersNEpochs$Outbound, z.ZodTypeDef, ReinforcementHyperparametersNEpochs>;
export declare function reinforcementHyperparametersNEpochsToJSON(reinforcementHyperparametersNEpochs: ReinforcementHyperparametersNEpochs): string;
export declare function reinforcementHyperparametersNEpochsFromJSON(jsonString: string): SafeParseResult<ReinforcementHyperparametersNEpochs, SDKValidationError>;
/** @internal */
export declare const ReinforcementHyperparametersReasoningEffort$inboundSchema: z.ZodNativeEnum<typeof ReinforcementHyperparametersReasoningEffort>;
/** @internal */
export declare const ReinforcementHyperparametersReasoningEffort$outboundSchema: z.ZodNativeEnum<typeof ReinforcementHyperparametersReasoningEffort>;
/** @internal */
export declare const ReinforcementHyperparameters$inboundSchema: z.ZodType<ReinforcementHyperparameters, z.ZodTypeDef, unknown>;
/** @internal */
export type ReinforcementHyperparameters$Outbound = {
    batch_size?: string | number | null | undefined;
    compute_multiplier?: string | number | null | undefined;
    eval_interval?: string | number | null | undefined;
    eval_samples?: string | number | null | undefined;
    learning_rate_multiplier?: string | number | null | undefined;
    n_epochs?: string | number | null | undefined;
    reasoning_effort?: string | null | undefined;
};
/** @internal */
export declare const ReinforcementHyperparameters$outboundSchema: z.ZodType<ReinforcementHyperparameters$Outbound, z.ZodTypeDef, ReinforcementHyperparameters>;
export declare function reinforcementHyperparametersToJSON(reinforcementHyperparameters: ReinforcementHyperparameters): string;
export declare function reinforcementHyperparametersFromJSON(jsonString: string): SafeParseResult<ReinforcementHyperparameters, SDKValidationError>;
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