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Fix and document Zero Shot Image Classification #16079

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Mar 14, 2022
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Fix and document Zero Shot Image Classification #16079

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1 change: 1 addition & 0 deletions docs/source/main_classes/pipelines.mdx
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Expand Up @@ -39,6 +39,7 @@ There are two categories of pipeline abstractions to be aware about:
- [`TokenClassificationPipeline`]
- [`TranslationPipeline`]
- [`ZeroShotClassificationPipeline`]
- [`ZeroShotImageClassificationPipeline`]

## The pipeline abstraction

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3 changes: 2 additions & 1 deletion src/transformers/pipelines/__init__.py
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Expand Up @@ -245,7 +245,7 @@
"impl": ZeroShotImageClassificationPipeline,
"tf": (TFAutoModel,) if is_tf_available() else (),
"pt": (AutoModel,) if is_torch_available() else (),
"default": {"pt": "openai/clip-vit-base-patch32", "tf": "openai/clip-vit-base-patch32"},
"default": {"model": {"pt": "openai/clip-vit-base-patch32", "tf": "openai/clip-vit-base-patch32"}},
"type": "multimodal",
},
"conversational": {
Expand Down Expand Up @@ -346,6 +346,7 @@ def check_task(task: str) -> Tuple[Dict, Any]:
- `"translation_xx_to_yy"`
- `"summarization"`
- `"zero-shot-classification"`
- `"zero-shot-image-classification"`

Returns:
(task_defaults`dict`, task_options: (`tuple`, None)) The actual dictionary required to initialize the pipeline
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2 changes: 1 addition & 1 deletion src/transformers/pipelines/zero_shot_image_classification.py
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Expand Up @@ -35,7 +35,7 @@ class ZeroShotImageClassificationPipeline(ChunkPipeline):
`"zero-shot-image-classification"`.

See the list of available models on
[huggingface.co/models](https://huggingface.co/models?filter=zer-shot-image-classification).
[huggingface.co/models](https://huggingface.co/models?filter=zero-shot-image-classification).
"""

def __init__(self, **kwargs):
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