File: hf_api.md

package info (click to toggle)
huggingface-hub 0.31.1-2
  • links: PTS, VCS
  • area: main
  • in suites: sid
  • size: 5,092 kB
  • sloc: python: 40,321; makefile: 54
file content (124 lines) | stat: -rw-r--r-- 2,632 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
<!--⚠️ Note that this file is in Markdown but contains specific syntax for our doc-builder (similar to MDX) that may not be
rendered properly in your Markdown viewer.
-->

# HfApi Client

Below is the documentation for the `HfApi` class, which serves as a Python wrapper for the Hugging Face Hub's API.

All methods from the `HfApi` are also accessible from the package's root directly. Both approaches are detailed below.

Using the root method is more straightforward but the [`HfApi`] class gives you more flexibility.
In particular, you can pass a token that will be reused in all HTTP calls. This is different
than `huggingface-cli login` or [`login`] as the token is not persisted on the machine.
It is also possible to provide a different endpoint or configure a custom user-agent.

```python
from huggingface_hub import HfApi, list_models

# Use root method
models = list_models()

# Or configure a HfApi client
hf_api = HfApi(
    endpoint="https://huggingface.co", # Can be a Private Hub endpoint.
    token="hf_xxx", # Token is not persisted on the machine.
)
models = hf_api.list_models()
```

## HfApi

[[autodoc]] HfApi

## API Dataclasses

### AccessRequest

[[autodoc]] huggingface_hub.hf_api.AccessRequest

### CommitInfo

[[autodoc]] huggingface_hub.hf_api.CommitInfo

### DatasetInfo

[[autodoc]] huggingface_hub.hf_api.DatasetInfo

### GitRefInfo

[[autodoc]] huggingface_hub.hf_api.GitRefInfo

### GitCommitInfo

[[autodoc]] huggingface_hub.hf_api.GitCommitInfo

### GitRefs

[[autodoc]] huggingface_hub.hf_api.GitRefs

### LFSFileInfo

[[autodoc]] huggingface_hub.hf_api.LFSFileInfo

### ModelInfo

[[autodoc]] huggingface_hub.hf_api.ModelInfo

### RepoSibling

[[autodoc]] huggingface_hub.hf_api.RepoSibling

### RepoFile

[[autodoc]] huggingface_hub.hf_api.RepoFile

### RepoUrl

[[autodoc]] huggingface_hub.hf_api.RepoUrl

### SafetensorsRepoMetadata

[[autodoc]] huggingface_hub.utils.SafetensorsRepoMetadata

### SafetensorsFileMetadata

[[autodoc]] huggingface_hub.utils.SafetensorsFileMetadata

### SpaceInfo

[[autodoc]] huggingface_hub.hf_api.SpaceInfo

### TensorInfo

[[autodoc]] huggingface_hub.utils.TensorInfo

### User

[[autodoc]] huggingface_hub.hf_api.User

### UserLikes

[[autodoc]] huggingface_hub.hf_api.UserLikes

### WebhookInfo

[[autodoc]] huggingface_hub.hf_api.WebhookInfo

### WebhookWatchedItem

[[autodoc]] huggingface_hub.hf_api.WebhookWatchedItem

## CommitOperation

Below are the supported values for [`CommitOperation`]:

[[autodoc]] CommitOperationAdd

[[autodoc]] CommitOperationDelete

[[autodoc]] CommitOperationCopy

## CommitScheduler

[[autodoc]] CommitScheduler