[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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@@ -25,14 +25,11 @@ rendered properly in your Markdown viewer.
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**Bugs:** If you see something strange, file a [Github Issue](https://github.com/huggingface/transformers/issues/new?assignees=sshleifer&labels=&template=bug-report.md&title)
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and assign @patrickvonplaten.
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## Overview
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Translations should be similar, but not identical to output in the test set linked to in each model card.
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A framework for translation models, using the same models as BART. Translations should be similar, but not identical to output in the test set linked to in each model card.
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This model was contributed by [sshleifer](https://huggingface.co/sshleifer).
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Tips:
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- A framework for translation models, using the same models as BART.
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## Implementation Notes
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@@ -49,7 +46,7 @@ Tips:
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- the model starts generating with `pad_token_id` (which has 0 as a token_embedding) as the prefix (Bart uses
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`<s/>`),
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- Code to bulk convert models can be found in `convert_marian_to_pytorch.py`.
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- This model was contributed by [sshleifer](https://huggingface.co/sshleifer).
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## Naming
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@@ -165,7 +162,7 @@ Example of translating english to many romance languages, using old-style 2 char
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'Y esto al español']
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```
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## Documentation resources
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## Resources
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- [Translation task guide](../tasks/translation)
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- [Summarization task guide](../tasks/summarization)
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@@ -180,6 +177,9 @@ Example of translating english to many romance languages, using old-style 2 char
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[[autodoc]] MarianTokenizer
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- build_inputs_with_special_tokens
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<frameworkcontent>
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<pt>
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## MarianModel
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[[autodoc]] MarianModel
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[[autodoc]] MarianForCausalLM
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- forward
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</pt>
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<tf>
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## TFMarianModel
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[[autodoc]] TFMarianModel
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[[autodoc]] TFMarianMTModel
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- call
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</tf>
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<jax>
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## FlaxMarianModel
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[[autodoc]] FlaxMarianModel
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[[autodoc]] FlaxMarianMTModel
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- __call__
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</jax>
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</frameworkcontent>
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