[Docs] Model_doc structure/clarity improvements (#26876)
* first batch of structure improvements for model_docs * second batch of structure improvements for model_docs * more structure improvements for model_docs * more structure improvements for model_docs * structure improvements for cv model_docs * more structural refactoring * addressed feedback about image processors
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@@ -41,7 +41,10 @@ sequence as part of the sparse attention mechanism. The proposed sparse attentio
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BigBird drastically improves performance on various NLP tasks such as question answering and summarization. We also
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propose novel applications to genomics data.*
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Tips:
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This model was contributed by [vasudevgupta](https://huggingface.co/vasudevgupta). The original code can be found
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[here](https://github.com/google-research/bigbird).
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## Usage tips
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- For an in-detail explanation on how BigBird's attention works, see [this blog post](https://huggingface.co/blog/big-bird).
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- BigBird comes with 2 implementations: **original_full** & **block_sparse**. For the sequence length < 1024, using
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@@ -53,10 +56,8 @@ Tips:
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- BigBird is a model with absolute position embeddings so it's usually advised to pad the inputs on the right rather than
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the left.
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This model was contributed by [vasudevgupta](https://huggingface.co/vasudevgupta). The original code can be found
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[here](https://github.com/google-research/bigbird).
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## Documentation resources
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## Resources
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- [Text classification task guide](../tasks/sequence_classification)
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- [Token classification task guide](../tasks/token_classification)
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@@ -85,6 +86,9 @@ This model was contributed by [vasudevgupta](https://huggingface.co/vasudevgupta
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[[autodoc]] models.big_bird.modeling_big_bird.BigBirdForPreTrainingOutput
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<frameworkcontent>
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<pt>
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## BigBirdModel
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[[autodoc]] BigBirdModel
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@@ -125,6 +129,9 @@ This model was contributed by [vasudevgupta](https://huggingface.co/vasudevgupta
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[[autodoc]] BigBirdForQuestionAnswering
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- forward
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</pt>
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<jax>
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## FlaxBigBirdModel
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[[autodoc]] FlaxBigBirdModel
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@@ -164,3 +171,8 @@ This model was contributed by [vasudevgupta](https://huggingface.co/vasudevgupta
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[[autodoc]] FlaxBigBirdForQuestionAnswering
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- __call__
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</jax>
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</frameworkcontent>
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