[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
This commit is contained in:
Maria Khalusova
2023-11-03 10:57:03 -04:00
committed by GitHub
parent ad8ff96224
commit 5964f820db
223 changed files with 1796 additions and 1116 deletions

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@@ -37,7 +37,9 @@ length where we see favorable performance relative to a standard pretrained Tran
for evaluating performance on long sequences, our method achieves results consistent with softmax self-attention but with sizable
speed-ups and memory savings and often outperforms other efficient self-attention methods. Our code is available at this https URL*
Tips:
This model was contributed by [novice03](https://huggingface.co/novice03). The original code can be found [here](https://github.com/mlpen/YOSO).
## Usage tips
- The YOSO attention algorithm is implemented through custom CUDA kernels, functions written in CUDA C++ that can be executed multiple times
in parallel on a GPU.
@@ -52,9 +54,7 @@ alt="drawing" width="600"/>
<small> YOSO Attention Algorithm. Taken from the <a href="https://arxiv.org/abs/2111.09714">original paper</a>.</small>
This model was contributed by [novice03](https://huggingface.co/novice03). The original code can be found [here](https://github.com/mlpen/YOSO).
## Documentation resources
## Resources
- [Text classification task guide](../tasks/sequence_classification)
- [Token classification task guide](../tasks/token_classification)
@@ -66,19 +66,16 @@ This model was contributed by [novice03](https://huggingface.co/novice03). The o
[[autodoc]] YosoConfig
## YosoModel
[[autodoc]] YosoModel
- forward
## YosoForMaskedLM
[[autodoc]] YosoForMaskedLM
- forward
## YosoForSequenceClassification
[[autodoc]] YosoForSequenceClassification
@@ -89,13 +86,11 @@ This model was contributed by [novice03](https://huggingface.co/novice03). The o
[[autodoc]] YosoForMultipleChoice
- forward
## YosoForTokenClassification
[[autodoc]] YosoForTokenClassification
- forward
## YosoForQuestionAnswering
[[autodoc]] YosoForQuestionAnswering