import { type ModelProjectTrainingSetup } from "./model-projects.js";
/** Editable method-specific defaults exist before tasks/base/grader are bound.
 * This draft never authorizes execution; package preparation binds those inputs. */
export declare function createModelTrainingRecipeDefaults(saved?: ModelProjectTrainingSetup["recipe"], method?: "grpo" | "sft"): NonNullable<ModelProjectTrainingSetup["recipe"]>;
/** Changing source inputs invalidates only their bindings, preserving the
 * caller's optimizer, rollout, adapter, loss and budget settings. */
export declare function rebindModelTrainingRecipe(saved: ModelProjectTrainingSetup["recipe"]): {
    schemaVersion: string;
    method: "dpo" | "grpo" | "opd" | "opsd" | "ppo" | "sdft" | "sdpo" | "sft";
    parameterization: "full" | "lora";
    dataset: {
        validationSplit?: {} | undefined;
    };
} | {
    schemaVersion: string;
    method: "dpo" | "grpo" | "opd" | "opsd" | "ppo" | "sdft" | "sdpo" | "sft";
    parameterization: "full" | "lora";
    dataset: {
        [x: string]: unknown;
    };
    policyOptimization: null;
};
/** Saved defaults do not authorize execution. The Run review still owns the
 * budget, runtime admission and exact training/evaluation population checks. */
export declare function prepareModelTrainingDefaults(input: {
    setup: ModelProjectTrainingSetup;
    package: unknown;
}): ModelProjectTrainingSetup;
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