> ## Documentation Index > Fetch the complete documentation index at: https://docs.compute.prentis.ai/llms.txt > Use this file to discover all available pages before exploring further. # Get a preference job's training curve > The whole training curve, oldest step first, thinned on the server to at most maxPoints. ## OpenAPI ````yaml openapi/prentis-training.openapi.yaml GET /accounts/{account}/dpoJobs/{job}/metrics openapi: 3.1.0 info: title: Prentis Training API version: 0.1.0 summary: >- Fine-tune models on your own data, with the same API key you use for inference. description: > Upload a dataset, start a fine-tuning job on it, and watch it train -- from code, with the API key you already use for inference. The jobs and datasets are the same ones the console shows: anything started here appears there, and the other way round. Every path is under `/v1/accounts/{account}`, where `{account}` is the account the key belongs to. A key reaches its own account only. A finished job produces a model in your account (`accounts/{account}/models/{outputModelId}`), listed under Custom models in the console. To call it, deploy it on a dedicated deployment and send inference requests to the deployment (`accounts/{account}/deployments/{deployment}`). servers: - url: https://compute.prentis.ai/v1 description: Production security: - bearerAuth: [] tags: - name: training - name: datasets paths: /accounts/{account}/dpoJobs/{job}/metrics: get: tags: - training summary: Get a preference job's training curve description: >- The whole training curve, oldest step first, thinned on the server to at most maxPoints. operationId: getDpoJobMetrics parameters: - $ref: '#/components/parameters/Account' - $ref: '#/components/parameters/Job' - $ref: '#/components/parameters/MaxPoints' responses: '200': headers: x-request-id: $ref: '#/components/headers/x-request-id' content: application/json: schema: $ref: '#/components/schemas/TrainingMetricsResponse' example: points: - step: '1' epoch: 1 loss: '0.693' learningRate: 0.00001 time: '2026-10-10T09:01:02Z' - step: '60' epoch: 1 loss: '0.412' learningRate: 0.00001 time: '2026-10-10T09:09:40Z' totalPoints: '60' complete: false description: OK. '400': $ref: '#/components/responses/Error400' '401': $ref: '#/components/responses/Error401' '403': $ref: '#/components/responses/Error403' '404': $ref: '#/components/responses/Error404' '500': $ref: '#/components/responses/Error500' '503': $ref: '#/components/responses/Error503' x-codeSamples: - lang: curl label: cURL source: >- curl https://compute.prentis.ai/v1/accounts/my-account/dpoJobs/01K7AY0M2N4P6R8T0V2X4Z6B8D/metrics \ -H "Authorization: Bearer $PRENTIS_API_KEY" components: parameters: Account: name: account in: path required: true schema: type: string maxLength: 64 description: >- Your account id -- the one in the console's address bar (my-account for this key). It must be the account the key belongs to. Job: name: job in: path required: true schema: type: string maxLength: 64 description: >- The job's id: the last segment of its name (accounts/{account}/trainingJobs/{job}). A job is only found through the collection of its own type -- an SFT job through supervisedFineTuningJobs, a DPO job through dpoJobs. MaxPoints: name: maxPoints in: query required: false schema: type: integer minimum: 0 maximum: 10000 description: >- The most points to return, up to 10000. Defaults to 1000; a longer curve is thinned on the server rather than truncated. headers: x-request-id: schema: type: string required: true description: >- On every response, successes and errors alike. Quote it when you ask us about a call. Retry-After: schema: type: integer minimum: 0 description: How many seconds to wait before retrying, on the responses that set it. schemas: TrainingMetricsResponse: type: object properties: points: type: array items: $ref: '#/components/schemas/TrainingMetricPoint' totalPoints: type: string format: int64 complete: type: boolean TrainingMetricPoint: type: object properties: step: type: string format: int64 epoch: type: integer loss: type: string evalLoss: type: string learningRate: type: string time: type: string format: date-time ErrorResponse: type: object required: - error properties: error: type: object required: - message - type - code properties: message: type: string type: type: string enum: - invalid_request_error - authentication_error - permission_error - not_found_error - rate_limit_error - server_error - service_unavailable - billing_error code: type: string enum: - INVALID_REQUEST - INVALID_API_KEY - OPERATION_NOT_ALLOWED - TENANT_SUSPENDED - AGREEMENT_REQUIRED - DATA_RESIDENCY_VIOLATION - PROVIDER_NOT_ALLOWED - PROVIDER_SERVICE_UNAVAILABLE - INSUFFICIENT_BALANCE - PAYMENT_REQUIRED - MODEL_NOT_FOUND - MODEL_ALREADY_EXISTS - DATASET_NOT_FOUND - DATASET_ALREADY_EXISTS - DATASET_STATE_INVALID - DATASET_IN_USE - DATASET_TOO_LARGE - JSONL_LINE_NOT_OBJECT - JSONL_MISSING_FIELD - JSONL_ENCODING - JOB_NOT_FOUND - JOB_STATE_INVALID - TRAINING_RUN_ABANDONED - TRAINING_TOKENIZE_FAILED - TRAINING_BASE_NOT_EXPORTABLE - IDEMPOTENCY_CONFLICT - QUOTA_EXCEEDED - INTERNAL - STORAGE_UNAVAILABLE param: type: - string - 'null' responses: Error400: headers: x-request-id: $ref: '#/components/headers/x-request-id' content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' description: >- `error.code` is one of: `DATASET_STATE_INVALID`, `INVALID_REQUEST`, `JSONL_ENCODING`, `JSONL_LINE_NOT_OBJECT`, `JSONL_MISSING_FIELD`, `TRAINING_BASE_NOT_EXPORTABLE`, `TRAINING_TOKENIZE_FAILED`. See the Errors page for what each one means, whether it is safe to retry, and whether it is billed. Error401: headers: x-request-id: $ref: '#/components/headers/x-request-id' content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' description: >- `error.code` is one of: `INVALID_API_KEY`. See the Errors page for what each one means, whether it is safe to retry, and whether it is billed. Error403: headers: x-request-id: $ref: '#/components/headers/x-request-id' content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' description: >- `error.code` is one of: `AGREEMENT_REQUIRED`, `DATA_RESIDENCY_VIOLATION`, `OPERATION_NOT_ALLOWED`, `PROVIDER_NOT_ALLOWED`, `PROVIDER_SERVICE_UNAVAILABLE`, `TENANT_SUSPENDED`. See the Errors page for what each one means, whether it is safe to retry, and whether it is billed. Error404: headers: x-request-id: $ref: '#/components/headers/x-request-id' content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' description: >- `error.code` is one of: `DATASET_NOT_FOUND`, `JOB_NOT_FOUND`, `MODEL_NOT_FOUND`. See the Errors page for what each one means, whether it is safe to retry, and whether it is billed. Error500: headers: x-request-id: $ref: '#/components/headers/x-request-id' content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' description: >- `error.code` is one of: `INTERNAL`, `TRAINING_RUN_ABANDONED`. See the Errors page for what each one means, whether it is safe to retry, and whether it is billed. Error503: headers: x-request-id: $ref: '#/components/headers/x-request-id' Retry-After: $ref: '#/components/headers/Retry-After' content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' description: >- `error.code` is one of: `STORAGE_UNAVAILABLE`. See the Errors page for what each one means, whether it is safe to retry, and whether it is billed. securitySchemes: bearerAuth: type: http scheme: bearer description: >- `Authorization: Bearer ` -- the same key as inference. A key reaches the account it belongs to and no other. ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.