import {z} from 'zod' export type GetApiV1FineTuningJobNameArgs = {job_name: string}; export type GetApiV1FineTuningJobNameOptions = {baseUrl: string, ApiKeyAuth?: string | undefined, fetch?: typeof fetch | undefined}; export const fineTuningJobDetailResponse = z.object({id: z.string().optional(), created_at: z.string().optional(), updated_at: z.string().optional(), status: z.enum(["NEW", "QUEUED", "RUNNING", "COMPLETED", "FAILED", "STOPPING", "STOPPED"]).optional(), base_model_name: z.string().optional(), dataset_name: z.string().optional(), name: z.string().optional(), type: z.enum(["LORA", "QLORA"]).optional(), current_step: z.number().int().optional(), total_steps: z.number().int().optional(), current_epoch: z.number().int().optional(), total_epochs: z.number().int().optional(), num_tokens: z.number().int().optional(), parameters: z.object({batch_size: z.number().int().optional(), num_epochs: z.number().int().optional(), shuffle: z.boolean().optional(), lr: z.number().optional(), seed: z.number().int().optional()}).and(z.record(z.string(), z.unknown())).optional(), metrics: z.record(z.string(), z.unknown()).optional()}); export const validateResponse = async ( schema: { readonly '~standard': { readonly validate: (value: unknown) => ({ readonly value: Output; readonly issues?: undefined } | { readonly issues: ReadonlyArray<{ readonly message: string; readonly path?: ReadonlyArray | undefined }> }) | Promise<{ readonly value: Output; readonly issues?: undefined } | { readonly issues: ReadonlyArray<{ readonly message: string; readonly path?: ReadonlyArray | undefined }> }> } }, value: unknown ): Promise => { const result = await schema['~standard'].validate(value) if (result.issues !== undefined) { const detail = result.issues .map(({ message, path }) => path?.length ? `${path.map((segment) => String(typeof segment === 'object' ? segment.key : segment)).join('.')}: ${message}` : message ) .join('; ') throw new Error(`Response does not match the schema: ${detail}`, { cause: { issues: result.issues } }) } return result.value }; /** * Get details of a specific fine-tuning job * * GET /v1/fine-tuning/{job_name} */ export const getApiV1FineTuningJobName = async (args: GetApiV1FineTuningJobNameArgs, options: GetApiV1FineTuningJobNameOptions) => { const {baseUrl, fetch: fetchFn = fetch, ApiKeyAuth} = options ?? {} const query = new URLSearchParams() const headers = new Headers() headers.set('accept', "application/json") if (ApiKeyAuth !== undefined) headers.set("x-api-key", ApiKeyAuth) const url = `${baseUrl.replace(/\/+$/, '')}/v1/fine-tuning/${encodeURIComponent(String(args.job_name))}${query.size > 0 ? `?${query}` : ''}` const res = await fetchFn(url, {method: "GET", headers}) if (!res.ok) throw new Error(`Request failed with status ${res.status}`, {cause: {status: res.status, body: await res.text()}}) return validateResponse(fineTuningJobDetailResponse, await res.json()) };