Fix documentation links always pointing to master. (#9217)
* Use extlinks to point hyperlink with the version of code * Point to version on release and master until then * Apply style * Correct links * Add missing backtick * Simple missing backtick after all. Co-authored-by: Raghavendra Sugeeth P S <raghav-5305@raghav-5305.csez.zohocorpin.com> Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
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@@ -42,7 +42,7 @@ Examples
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_______________________________________________________________________________________________________________________
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- Examples and scripts for fine-tuning BART and other models for sequence to sequence tasks can be found in
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`examples/seq2seq/ <https://github.com/huggingface/transformers/blob/master/examples/seq2seq/README.md>`__.
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:prefix_link:`examples/seq2seq/ <examples/seq2seq/README.md>`.
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- An example of how to train :class:`~transformers.BartForConditionalGeneration` with a Hugging Face :obj:`datasets`
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object can be found in this `forum discussion
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<https://discuss.huggingface.co/t/train-bart-for-conditional-generation-e-g-summarization/1904>`__.
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@@ -41,8 +41,8 @@ The Authors' code can be found `here <https://github.com/moussaKam/BARThez>`__.
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Examples
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_______________________________________________________________________________________________________________________
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- BARThez can be fine-tuned on sequence-to-sequence tasks in a similar way as BART, check: `examples/seq2seq/
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<https://github.com/huggingface/transformers/blob/master/examples/seq2seq/README.md>`__.
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- BARThez can be fine-tuned on sequence-to-sequence tasks in a similar way as BART, check:
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:prefix_link:`examples/seq2seq/ <examples/seq2seq/README.md>`.
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BarthezTokenizer
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@@ -56,12 +56,9 @@ Examples
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- Since Marian models are smaller than many other translation models available in the library, they can be useful for
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fine-tuning experiments and integration tests.
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- `Fine-tune on TPU
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<https://github.com/huggingface/transformers/blob/master/examples/seq2seq/builtin_trainer/train_distil_marian_enro_tpu.sh>`__
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- `Fine-tune on GPU
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<https://github.com/huggingface/transformers/blob/master/examples/seq2seq/builtin_trainer/train_distil_marian_enro.sh>`__
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- `Fine-tune on GPU with pytorch-lightning
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<https://github.com/huggingface/transformers/blob/master/examples/seq2seq/distil_marian_no_teacher.sh>`__
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- :prefix_link:`Fine-tune on TPU <examples/seq2seq/builtin_trainer/train_distil_marian_enro_tpu.sh>`
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- :prefix_link:`Fine-tune on GPU <examples/seq2seq/builtin_trainer/train_distil_marian_enro.sh>`
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- :prefix_link:`Fine-tune on GPU with pytorch-lightning <examples/seq2seq/distil_marian_no_teacher.sh>`
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Multilingual Models
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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@@ -35,7 +35,7 @@ Examples
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_______________________________________________________________________________________________________________________
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- Examples and scripts for fine-tuning mBART and other models for sequence to sequence tasks can be found in
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`examples/seq2seq/ <https://github.com/huggingface/transformers/blob/master/examples/seq2seq/README.md>`__.
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:prefix_link:`examples/seq2seq/ <examples/seq2seq/README.md>`.
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- Given the large embeddings table, mBART consumes a large amount of GPU RAM, especially for fine-tuning.
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:class:`MarianMTModel` is usually a better choice for bilingual machine translation.
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@@ -51,9 +51,8 @@ All the `checkpoints <https://huggingface.co/models?search=pegasus>`__ are fine-
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Examples
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_______________________________________________________________________________________________________________________
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- `Script <https://github.com/huggingface/transformers/blob/master/examples/seq2seq/finetune_pegasus_xsum.sh>`__ to
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fine-tune pegasus on the XSUM dataset. Data download instructions at `examples/seq2seq/
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<https://github.com/huggingface/transformers/blob/master/examples/seq2seq/README.md>`__.
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- :prefix_link:`Script <examples/seq2seq/finetune_pegasus_xsum.sh>` to fine-tune pegasus on the XSUM dataset. Data
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download instructions at :prefix_link:`examples/seq2seq/ <examples/seq2seq/README.md>`.
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- FP16 is not supported (help/ideas on this appreciated!).
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- The adafactor optimizer is recommended for pegasus fine-tuning.
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