# Finetunes

## List Finetunes

`ai.finetunes.list(FinetuneListParams**kwargs)  -> FinetuneListResponse`

**get** `/accounts/{account_id}/ai/finetunes`

Lists all fine-tuning jobs created by the account, including status and metrics.

### Parameters

- `account_id: str`

### Returns

- `class FinetuneListResponse: …`

  - `id: str`

  - `created_at: datetime`

  - `model: str`

  - `modified_at: datetime`

  - `name: str`

  - `description: Optional[str]`

### Example

```python
import os
from cloudflare import Cloudflare

client = Cloudflare(
    api_token=os.environ.get("CLOUDFLARE_API_TOKEN"),  # This is the default and can be omitted
)
finetunes = client.ai.finetunes.list(
    account_id="023e105f4ecef8ad9ca31a8372d0c353",
)
print(finetunes.id)
```

#### Response

```json
{
  "result": {
    "id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
    "created_at": "2019-12-27T18:11:19.117Z",
    "model": "model",
    "modified_at": "2019-12-27T18:11:19.117Z",
    "name": "name",
    "description": "description"
  },
  "success": true
}
```

## Create a new Finetune

`ai.finetunes.create(FinetuneCreateParams**kwargs)  -> FinetuneCreateResponse`

**post** `/accounts/{account_id}/ai/finetunes`

Creates a new fine-tuning job for a Workers AI model using custom training data.

### Parameters

- `account_id: str`

- `model: str`

- `name: str`

- `description: Optional[str]`

- `public: Optional[bool]`

### Returns

- `class FinetuneCreateResponse: …`

  - `id: str`

  - `created_at: datetime`

  - `model: str`

  - `modified_at: datetime`

  - `name: str`

  - `public: bool`

  - `description: Optional[str]`

### Example

```python
import os
from cloudflare import Cloudflare

client = Cloudflare(
    api_token=os.environ.get("CLOUDFLARE_API_TOKEN"),  # This is the default and can be omitted
)
finetune = client.ai.finetunes.create(
    account_id="023e105f4ecef8ad9ca31a8372d0c353",
    model="model",
    name="name",
)
print(finetune.id)
```

#### Response

```json
{
  "result": {
    "id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
    "created_at": "2019-12-27T18:11:19.117Z",
    "model": "model",
    "modified_at": "2019-12-27T18:11:19.117Z",
    "name": "name",
    "public": true,
    "description": "description"
  },
  "success": true
}
```

## Domain Types

### Finetune List Response

- `class FinetuneListResponse: …`

  - `id: str`

  - `created_at: datetime`

  - `model: str`

  - `modified_at: datetime`

  - `name: str`

  - `description: Optional[str]`

### Finetune Create Response

- `class FinetuneCreateResponse: …`

  - `id: str`

  - `created_at: datetime`

  - `model: str`

  - `modified_at: datetime`

  - `name: str`

  - `public: bool`

  - `description: Optional[str]`

# Assets

## Upload a Finetune Asset

`ai.finetunes.assets.create(strfinetune_id, AssetCreateParams**kwargs)  -> AssetCreateResponse`

**post** `/accounts/{account_id}/ai/finetunes/{finetune_id}/finetune-assets`

Uploads training data assets for a Workers AI fine-tuning job.

### Parameters

- `account_id: str`

- `finetune_id: str`

- `file: Optional[FileTypes]`

- `file_name: Optional[str]`

### Returns

- `class AssetCreateResponse: …`

  - `success: bool`

### Example

```python
import os
from cloudflare import Cloudflare

client = Cloudflare(
    api_token=os.environ.get("CLOUDFLARE_API_TOKEN"),  # This is the default and can be omitted
)
asset = client.ai.finetunes.assets.create(
    finetune_id="bc451aef-f723-4b26-a6b2-901afd2e7a8a",
    account_id="023e105f4ecef8ad9ca31a8372d0c353",
)
print(asset.success)
```

#### Response

```json
{
  "success": true
}
```

## Domain Types

### Asset Create Response

- `class AssetCreateResponse: …`

  - `success: bool`

# Public

## List Public Finetunes

`ai.finetunes.public.list(PublicListParams**kwargs)  -> SyncSinglePage[PublicListResponse]`

**get** `/accounts/{account_id}/ai/finetunes/public`

Lists publicly available fine-tuned models that can be used with Workers AI.

### Parameters

- `account_id: str`

- `limit: Optional[float]`

  Pagination Limit

- `offset: Optional[float]`

  Pagination Offset

- `order_by: Optional[str]`

  Order By Column Name

### Returns

- `class PublicListResponse: …`

  - `id: str`

  - `created_at: datetime`

  - `model: str`

  - `modified_at: datetime`

  - `name: str`

  - `public: bool`

  - `description: Optional[str]`

### Example

```python
import os
from cloudflare import Cloudflare

client = Cloudflare(
    api_token=os.environ.get("CLOUDFLARE_API_TOKEN"),  # This is the default and can be omitted
)
page = client.ai.finetunes.public.list(
    account_id="023e105f4ecef8ad9ca31a8372d0c353",
)
page = page.result[0]
print(page.id)
```

#### Response

```json
{
  "result": [
    {
      "id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
      "created_at": "2019-12-27T18:11:19.117Z",
      "model": "model",
      "modified_at": "2019-12-27T18:11:19.117Z",
      "name": "name",
      "public": true,
      "description": "description"
    }
  ],
  "success": true
}
```

## Domain Types

### Public List Response

- `class PublicListResponse: …`

  - `id: str`

  - `created_at: datetime`

  - `model: str`

  - `modified_at: datetime`

  - `name: str`

  - `public: bool`

  - `description: Optional[str]`