Updates a fine-tuned model.

1 from cohere import Client 2 from cohere.finetuning.finetuning import BaseModel, Settings 3 4 client = Client( 5 client_name="YOUR_CLIENT_NAME", 6 token="YOUR_TOKEN", 7 ) 8 client.finetuning.update_finetuned_model( 9 id="id", 10 name="name", 11 settings=Settings( 12 base_model=BaseModel( 13 base_type="BASE_TYPE_UNSPECIFIED", 14 ), 15 dataset_id="dataset_id", 16 ), 17 )

1 { 2 "finetuned_model": { 3 "name": "foo", 4 "settings": { 5 "base_model": { 6 "base_type": "BASE_TYPE_UNSPECIFIED", 7 "name": "foo", 8 "version": "foo", 9 "strategy": "STRATEGY_UNSPECIFIED" 10 }, 11 "dataset_id": "foo", 12 "hyperparameters": { 13 "early_stopping_patience": 42, 14 "early_stopping_threshold": 42, 15 "train_batch_size": 42, 16 "train_epochs": 42, 17 "learning_rate": 42, 18 "lora_alpha": 42, 19 "lora_rank": 42, 20 "lora_target_modules": "LORA_TARGET_MODULES_UNSPECIFIED" 21 }, 22 "multi_label": true, 23 "wandb": { 24 "project": "foo", 25 "api_key": "foo", 26 "entity": "foo" 27 } 28 }, 29 "id": "foo", 30 "creator_id": "foo", 31 "organization_id": "foo", 32 "status": "STATUS_UNSPECIFIED", 33 "created_at": "foo", 34 "updated_at": "foo", 35 "completed_at": "foo", 36 "last_used": "foo" 37 } 38 }

Updates the fine-tuned model with the given ID. The model will be updated with the new settings and name provided in the request body.

Authentication

AuthorizationBearer

Bearer authentication of the form Bearer <token>, where token is your auth token.

Path parameters

idstringRequired

FinetunedModel ID.

Request

Information about the fine-tuned model. Must contain name and settings.

namestringRequired

FinetunedModel name (e.g. foobar).

settingsobjectRequired

FinetunedModel settings such as dataset, hyperparameters...

creator_idstringOptional

User ID of the creator.

organization_idstringOptional

Organization ID.

statusenumOptionalDefaults to STATUS_UNSPECIFIED

Current stage in the life-cycle of the fine-tuned model.

created_atstringOptionalformat: "date-time"

Creation timestamp.

updated_atstringOptionalformat: "date-time"

Latest update timestamp.

completed_atstringOptionalformat: "date-time"

Timestamp for the completed fine-tuning.

last_usedstringOptionalformat: "date-time"

Deprecated: Timestamp for the latest request to this fine-tuned model.

Response

A successful response.

finetuned_modelobject or null

Information about the fine-tuned model.

Updates a fine-tuned model.

Authentication

Path parameters

Headers

Request

Response

Errors