Updates a fine-tuned model.

PATCH

Path parameters

idstringRequired

FinetunedModel ID.

Headers

X-Client-NamestringOptional

The name of the project that is making the request.

Request

This endpoint expects an object.

namestringRequired

FinetunedModel name (e.g. foobar).

settingsobjectRequired

FinetunedModel settings such as dataset, hyperparameters…

statusenumOptionalDefaults to STATUS_UNSPECIFIED

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

Response

A successful response.

finetuned_modelobjectOptional

Information about the fine-tuned model.

Errors

PATCH

1 from cohere.finetuning import (
2     BaseModel,
3     Settings,
4 )
5 import cohere
6 
7 co = cohere.Client()
8 finetuned_model = co.finetuning.update_finetuned_model(
9     id="test-id",
10     name="new name",
11     settings=Settings(
12         base_model=BaseModel(
13             base_type="BASE_TYPE_CHAT",
14         ),
15         dataset_id="my-dataset-id",
16     ),
17 )
18 
19 print(finetuned_model)

200Updated

1 {
2   "finetuned_model": {
3     "name": "name",
4     "settings": {
5       "base_model": {
6         "base_type": "BASE_TYPE_UNSPECIFIED"
7       },
8       "dataset_id": "dataset_id",
9       "multi_label": true,
10       "wandb": {
11         "project": "project",
12         "api_key": "api_key"
13       }
14     },
15     "id": "id",
16     "creator_id": "creator_id",
17     "organization_id": "organization_id",
18     "status": "STATUS_UNSPECIFIED",
19     "created_at": "2024-01-15T09:30:00Z",
20     "updated_at": "2024-01-15T09:30:00Z",
21     "completed_at": "2024-01-15T09:30:00Z",
22     "last_used": "2024-01-15T09:30:00Z"
23   }
24 }

Returns a fine-tuned model by ID.

Up Next

Built with

1	from cohere.finetuning import (
2	BaseModel,
3	Settings,
4	)
5	import cohere
6
7	co = cohere.Client()
8	finetuned_model = co.finetuning.update_finetuned_model(
9	id="test-id",
10	name="new name",
11	settings=Settings(
12	base_model=BaseModel(
13	base_type="BASE_TYPE_CHAT",
14	),
15	dataset_id="my-dataset-id",
16	),
17	)
18
19	print(finetuned_model)

1	{
2	"finetuned_model": {
3	"name": "name",
4	"settings": {
5	"base_model": {
6	"base_type": "BASE_TYPE_UNSPECIFIED"
7	},
8	"dataset_id": "dataset_id",
9	"multi_label": true,
10	"wandb": {
11	"project": "project",
12	"api_key": "api_key"
13	}
14	},
15	"id": "id",
16	"creator_id": "creator_id",
17	"organization_id": "organization_id",
18	"status": "STATUS_UNSPECIFIED",
19	"created_at": "2024-01-15T09:30:00Z",
20	"updated_at": "2024-01-15T09:30:00Z",
21	"completed_at": "2024-01-15T09:30:00Z",
22	"last_used": "2024-01-15T09:30:00Z"
23	}
24	}