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Correct README image text
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# What does this PR do? Fixes README typo involving the location of a cat and remote predictions. It reverses the "left" and "right" references so it is correct when looking at the images. <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear...
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19,882
Allow tuples in fast tokenizer
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[ "Not sure if there is a specific reason for this or if it was just a mistake when it was introduced. In any case the PR above should fix it.", "Thank you!" ]
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### System Info - `transformers` version: 4.20.1 - Platform: Linux-5.15.0-48-generic-x86_64-with-debian-buster-sid - Python version: 3.7.13 - Huggingface_hub version: 0.8.1 - PyTorch version (GPU?): 1.12.0 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (NA...
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Add BLOOM resources
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From #19848, this PR adds resources for BLOOM.
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19,880
Convert None logits processor/stopping criteria to empty list.
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thank you for the feedback @gante! I've made the requested changes. I was going to add tests, but then I realized that by changing the defaults to `None`, many existing tests implicitly check that `None` is allowable. 😊" ]
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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Add GPT2 resources
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From #19848, this PR adds resources for GPT2
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Add T5 resources
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From #19848, this PR adds resources for T5
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Support fairseq encoder-normalize-before in RoBERTa
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[ "Transformers is very opinionated in that regard and is not a building block library like fairseq. The only way to add support for those models in Transformers would be to add a new modeling file which adapts the code of RoBERTa to only include the code path corresponding to `--encoder-normalize-before`, as putting...
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CONTRIBUTOR
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### Feature request Support Fairseq's `--encoder-normalize-before` variation of transformer-based models, (particularly RoBERTa, not sure how many it applies to) that "apply layernorm before each encoder block". See: https://fairseq.readthedocs.io/en/v0.7.0/models.html ### Motivation There currently exist unof...
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19,876
TypeError from GenerationMixin.generate() when stopping_criteria is None
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[ "cc @gante ", "@ccmaymay Agreed with your assessment! I see you're working on a fix, so I'll move further discussion there :)" ]
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### System Info transformers 4.23.1 Anaconda Python 3.9.13 Linux ### Who can help? *(Sorry, I think I botched filling in the template)* I get an error from GenerationMixin.generate() when passing `stopping_criteria=None` explicitly, even though the type is annotated as Optional: ``` Traceback (most re...
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Fix the learning rate in an audio-classification example
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Gently pinging @sgugger for final approval", "Thanks for the fix!" ]
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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Use self._trial to generate trial_name for Trainer.
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# What does this PR do? Generate trial name unless the trial is not None, and use `(self._trial or trial)` to generate trial name. Because [currently the `optuna` backend give a None trial when using DDP and rank != 0](https://github.com/huggingface/transformers/blob/v4.23.1/src/transformers/integrations.py#L193) ...
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ByT5Tokenizer ignores spaces around added tokens
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[ "May also be of interest to @ArthurZucker ", "Also cc @Narsil - any ideas here? ", "> Also cc @Narsil - any ideas here?\r\n\r\nYes, by default added tokens always use `lstrip/rstrip=True` which swallows prefix/suffix spaces (it's a convenience for <special> so you don't have to worry how to add in within some t...
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### System Info transformers 4.23.1 ### Who can help? @patrickvonplaten @SaulLu ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own task or dataset (give details below) ### R...
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Fix somehow incorrect model - tokenizer mapping in tokenization testing
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# What does this PR do? In this method https://github.com/huggingface/transformers/blob/371337a95b5d82cc9376c2595ed2022a5eb2ee6e/tests/test_tokenization_common.py#L107 we update the mapping whenever we find a tokenizer/model found for a configuration ``` tokenizer[_fast]: (configuration, model) ``` However...
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19,871
Generate: contrastive search cosmetic tweaks
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# What does this PR do? Makes some cosmetic tweaks to contrastive search in advance of the TF PR: - fixes some documentation strings out of place; - correct type hints; - limits comments to 120 chars; - removes redundant variables. Changes validated against the slow tests for contrastive search.
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19,870
No conv bn folding in ipex to avoid warning
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> \r\n\r\nThanks for pointing this out.\r\nActually, IPEX is doing optimizations as much as it could, and convolution-batchnorm folding does have a chance to bring benefit to vision-related models, e.g, beit/resnet/data2vec_vision, ...
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# What does this PR do? Removes attempting convolution-batchnorm folding from ipex optimization, as it always fails and throws a warning. See https://github.com/intel/intel-extension-for-pytorch/issues/250 Most models won't even benefit from attempting, but note that even a model like ResNet fails due to checks ...
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19,869
Added translation of serialization.mdx to Portuguese Issue #16824
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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19,868
Add Onnx Config for ImageGPT
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@lewtun With latest changes, all the 4 tests are now passing.\r\n\r\n![image](https://user-images.githubusercontent.com/52318784/198269069-0fa809f5-ae25-4b7e-8276-c34d7a941017.png)\r\n", "> @lewtun With the latest changes, all the ...
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CONTRIBUTOR
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# What does this PR do? Fixes #16308 Add changes to make ImageGPT models available for Onnx conversion. Who can review? Anyone in the community is free to review the PR once the tests have passed. Feel free to tag members/contributors who may be interested in your PR. @ChainYo
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[wip test doc build]
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19867). All of your documentation changes will be reflected on that endpoint.", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19867). All of your documentation changes will be re...
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[wip test doc-build]
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19,865
Add VATT model
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[ "@johko have you started implementing it?", "@fcakyon yes I have started, but progress is still rather slow, as that is my first model contribution and I have to figure out some stuff.\n", "@johko I totally understand it. Interested in your implementation since I will be using VATT in my research next year :)\r...
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### Model description Hey, as discussed with @NielsRogge a few weeks back, I'd like to work on adding the "VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text" model from Google. It is basically three transformers(Video/Audio/Text) that are trained jointly in an unsupervised ...
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19,864
Whisper's Tokenizer encoding function is not user-friendly
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[ "@ArthurZucker @sanchit-gandhi could you take a look here? ", "Agree with all of the above **other** than the attention mask: the Whisper tokeniser **should** return an attention mask. This attention mask is not used to mask hidden-states (as is done with the Whisper feature-extractor), but rather mask padded tok...
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### System Info - `transformers` version: 4.23.0.dev0 - Platform: Linux-5.3.0-64-generic-x86_64-with-glibc2.17 - Python version: 3.8.12 - Huggingface_hub version: 0.10.0 - PyTorch version (GPU?): 1.12.1+cu102 (True) - Tensorflow version (GPU?): 2.9.1 (True) - Flax version (CPU?/GPU?/TPU?): 0.4.1 (cpu) - Jax ver...
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19,863
Fix doctest for `GenerationMixin.contrastive_search`
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# What does this PR do? Just update the expected value to use `'` instead of `"`.
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Trainer RuntimeError CUDA error
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[ "This looks linked to your particular setup. Can you add a print of `args.device` in the script you are running and copy-paste the result of `transformers-cli env` (as was requested in the template)?", "thanks for the prompt reply and sorry for missing the `transformers-cli env`\r\n\r\n`args.device` cuda:0\r\n\r\...
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### System Info ### Versions i`ve tried using - transformers==4.15.0, 4.8.0 and latest - python 3.8, 3.9 and 3.10 ### nvidia-smi NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 Thanks! ### Who can help? @sgugger ### Information - [ ] The official example scripts - [X] M...
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19,861
Finetuning transformers for long document summarisation
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[ "@patil-suraj \r\n@patrickvonplaten ", "Please use the [forums](https://discuss.huggingface.co/) to ask such questions as we keep the issues for bugs and feature requests only.", "Sure, and apologies. I'll ask on the forum now. Thanks for the information." ]
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I'm wondering if there are any sample codes or blogs which can help me understand finetuning of transformer models for long document summarisation?
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Can run_translation.py support nllb model fine-tuning ?
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[ "The script support NLLB models, if you run any issue you can use the [forums](https://discuss.huggingface.co/) to ask the community for help." ]
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### Feature request Can run_translation.py support nllb model fine-tuning ? As run_translation.py is much easier to fine-tuning a model. ### Motivation Want to an easy way to fine-tuning nllb model, as it is so difficult to fine-tuning a nllb model from its docs. ### Your contribution star the repository...
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[WIP] Add type hints to layoutlmv2 model
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19859). All of your documentation changes will be reflected on that endpoint.", "I think you're annotating a bunch of TF types into a Torch modeling file here! LayoutLMv2 does not have a TF port (v1 and v3 do, though)", "...
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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Add type hints to TFPegasusModel
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Looks perfect now. Thank you!" ]
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# What does this PR do? This adds type annotations to `TFPegasusModel` and `TFPegasusForConditionalGeneration` as part of #16059 ## Who can review? @Rocketknight1 Thanks :)
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19,857
Import Error: cannot import name 'TFBertTokenizer' from 'transformers'
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[ "`TFBertTokenizer` is in the main init but it's a fairly recent addition. Are you certain you have the latest version of Transformers? You can print it with `from transformers import __version__; print(__version__)`", "@sgugger For some reason transformer version was showing 4.20.1 when i ran the above command. I...
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### System Info Platform - Mac os Python Version - 3.9.0 Tensorflow version - 2.10.0 Transformers version - 4.23.1 (Tried different version) ### Who can help? @LysandreJik ### Information - [X] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported ...
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Removing BertConfig inheritance from configuration_roberta.py
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19856). All of your documentation changes will be reflected on that endpoint." ]
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CONTRIBUTOR
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Related to https://github.com/huggingface/transformers/issues/19303 Pinging @sgugger for review
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Removing BertConfig inheritance from RoBERTa configuration
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19855). All of your documentation changes will be reflected on that endpoint." ]
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Related to https://github.com/huggingface/transformers/issues/19303
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19,854
Simple PyPlot for beginners
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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19,853
setting pipeline `tokenizer.pad_token_id` - bug / mistake in error message
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[ "cc @Narsil and @gante ", "@morrisalp can you share a more detailed example ?\r\n\r\nThe following code seems to work:\r\n\r\n```python\r\nfrom transformers import pipeline\r\ngenerator = pipeline(\"text-generation\", model=\"EleutherAI/gpt-neo-1.3B\", device=0)\r\ngenerator.tokenizer.pad_token_id = generator.mod...
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### System Info transformers version 4.18.0, Python 3.8.0 ### Who can help? _No response_ ### Information - [ ] The official example scripts - [X] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [X] My own task or dataset (give details be...
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Add BERT resources
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I really like this!", "Awesome, I'll start on some of the other models then! In the meantime, I'll check with @mishig25 if we can use the icons in the docs :)", "We don't have an icon for multiple choice, so would it be ok to add...
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MEMBER
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This PR kicks off #19848 and adds official resources for BERT to the BERT model doc page. The resources are grouped by the types of tasks you can use the model for as well as using it for some other applications like inference and deployment. If possible, I think it'd also be cool to use the task icons we use on the...
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Vilt support v1.9
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Skips the tests if the installed torch version is lower than 1.10. Partially fixes https://github.com/huggingface/transformers/issues/18817
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Support Roberta on `accelerate`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Closing in favor of #19906" ]
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CONTRIBUTOR
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# What does this PR do? This PR adds `Roberta` model family support with `accelerate` ! This aims to support `int8` quantization for these models. Before merging I have notice few nits that I need to fix and discuss! I am unsure whether these fixes should be here or in `accelerate`. 1- If the model has the attri...
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19,849
Update `max_diff` in `test_save_load_fast_init_to_base`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thank you @patrickvonplaten! Although I still have some doubt:\r\n\r\nAssumption we have:\r\n> now this initialization should be the same for both the fast and slow init method\r\n\r\nWhat we do\r\n> _init_weights weights is overwrit...
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COLLABORATOR
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# What does this PR do? This test seems flaky. After looking a bit deeper, I am not sure if we should expect to get the same (or very close) weights with/without `_fast_init` for the deleted key. https://github.com/huggingface/transformers/blob/9ecb13d63a9524478656b2233e6fb4e9f15d3fbf/tests/test_modeling_common.py#...
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1,421,156,950
I_kwDOCUB6oc5UtSJW
19,848
Add more model resources
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[ "\r\n\r\n@stevhliu @NielsRogge is there a plan to add the additional vision tasks we currently support to [this page](https://huggingface.co/docs/transformers/task_summary#image-classification)? For example object detection, segmentation, video classification. Then there seems to be an entire section missing on mul...
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A continuation of #19767 to add existing official resources (blog posts, notebooks, scripts, etc.) directly to the model docs for 20 of the most popular architectures based on last month's pageviews. I'm not sure whether there are existing resources for all of these models, but I'll check it out, and if not we can eith...
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19,847
Small update to model addition guide
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This PR is a smaller version of #19778 (shelved for now) which includes only the more important fixes for maintaining accuracy: * remove *call-for-model-addition* program * `cookiecutter` adds a `mdx` instead of a `rst` file * fix to do list so it doesn't have numbers and bullets
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19,846
Fix warning when collating list of numpy arrays
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# What does this PR do? As reported in #19822 there is a warning issued by PyTorch when we try to batch the result of a feature extractor when `return_tensors="pt"` is not activated. This PR fixes it by stacking the list of NumPy array in a big array first. Fixes #19822
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19,845
Fix doctest for MarkupLM
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# What does this PR do? The CI complains ``` UNEXPECTED EXCEPTION: SyntaxError('EOF while scanning triple-quoted string literal', ('<doctest markuplm.mdx[2]>', 7, 96, 'html_string = """\n <!DOCTYPE html>\n <html>\n <head>\n <title>Hello world</title>\n </head>\n <body>\n')) ``` due to the lack of `...` in some e...
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ImportError: libssl.so.3: cannot open shared object file: No such file or directory
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[ "Hey, same problem, how to fix this?", "After install transformers with anaconda on Ubuntu 22 my scripts wont run anymore with tons of these ImportErrors: \r\n(ie.) libffi.so.7: cannot open shared object file: No such file or directory\r\nRemoved and created a new environment with fresh install of dependancies.",...
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### System Info Hi, I get the following error when calling `from transformers import BertModel, BertTokenizer`. The error: `ImportError: libssl.so.3: cannot open shared object file: No such file or directory` I tried the following (suggested in other similar threads): - instead of conda installation, use pi...
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Pretraining score (bpc) does not decrease after pretraining saving and loading a Longformer model.
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[ "Hi @muxitox. If I understand correctly, the issue is about training->saving->loading->eval won't give the same result as the eval result before saving.\r\n\r\nCould you provide a self-contained complete code snippet that can reproduce the issue? You probably don't need a full training (we can't debug if the traini...
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### System Info Python 3.7.4 torch==1.12.0+rocm5.1.1 torchaudio==0.12.0+rocm5.1.1 torchmetrics==0.8.0 torchvision==0.13.0+rocm5.1.1 transformers==4.20.1 datasets==2.3.2 ### Who can help? @ydshieh ### Information - [ ] The official example scripts - [x] My own modified scripts ### Tasks - [ ] An officiall...
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1,420,921,132
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19,842
Un-pin JAX from <= 0.3.6
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[ "Until the Jax/Flax team guarantees they will maintain compatibility in their ecosystem during releases, they should be an upper pin to avoid sudden breaks of the CI.", "Very much agree @sgugger! I'll maintain an upper-bound on the versions of JAX and JAX derived libraries to ensure there aren't minor releases th...
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CONTRIBUTOR
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### Feature request JAX was pinned to <= 0.3.6 in #16808 when a minor release of JAX was published that broke Optax: https://github.com/huggingface/transformers/blob/8b2501b4b9c5afad0dca2c964bc31b9fca09df4e/setup.py#L123 There have been 18 subsequent minor releases since (_c.f._ https://jax.readthedocs.io/en/latest/...
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19,841
Update expected values
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COLLABORATOR
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# What does this PR do? PR #19654 changed some string literals in `LEDModelIntegrationTests.test_seq_to_seq_generation` (Use of `r"""`), which gives different outputs. I think the inputs are different with/without `r"""`, so I just update the expect values in this PR.
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19,840
Fix OOM in config doctest
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# What does this PR do? This model is too large to be tested (OOM). ```python >>> # Initializing a model (with random weights) from the gpt-neox-20b style configuration >>> model = GPTNeoXModel(configuration) # doctest: +SKIP ```
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[WIP] Fix edge cases in TopPLogitsWarper when top_p equals 0 or 1
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19839). All of your documentation changes will be reflected on that endpoint.", "Hi @NinedayWang 👋 \r\n\r\nThe edge cases are intentionally breaking -- `top_p=0.0` means in theory that no token can be sampled (and in pract...
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CONTRIBUTOR
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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19,838
Add padding image transformation
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19838). All of your documentation changes will be reflected on that endpoint.", "@NielsRogge I've asked for re-review as the logic has change...
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COLLABORATOR
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# What does this PR do? Adds padding to the image transforms library. ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#...
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PR_kwDOCUB6oc5BZt54
19,837
Fix nightly CircleCI
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger I accidentally push `GitPython` to `main`\r\n\r\nhttps://github.com/huggingface/transformers/commit/6f8064da6b0c8f003731f292acc64f281a2aea65\r\n\r\n😨 ", "Ah so this is done, perfect!" ]
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# What does this PR do? Fix a few nightly CircleCI issues The effect could be found [here](https://app.circleci.com/pipelines/github/huggingface/transformers/50144/workflows/aaa65460-bbb5-4048-af3e-9450af06e231).
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19,836
Save model using save_pretrainedmethod.
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[ "Please use the [forums](https://discuss.huggingface.co/) to get help debugging your code :-)", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.\n\nPlease note that issues that do not follow the ...
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I trained the DeTr model on custom dataset using this tutorial. [Niels Rogge Fine_tuning_DetrForObjectDetection](https://github.com/NielsRogge/Transformers-Tutorials/blob/master/DETR/DETR_minimal_example_(with_DetrFeatureExtractor).ipynb) I was trying to save that model using save_pretrained method, but I'm gett...
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19,835
Display the number of trainable parameters in Trainer when lauching a training
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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CONTRIBUTOR
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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I_kwDOCUB6oc5UqTpr
19,834
support loading pretrained model from fsspec paths
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[ "Thank you, but we're not interested in expanding support to other tools than the Hugging Face Hub :-)", "I'd like to use Hub too, but our cluster have no public internet access...", "> I'd like to use Hub too, but our cluster have no public internet access...\r\n\r\nhai, can you help how to load the pretrai...
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### Feature request Make `from_pretrained` works with fsspec paths. ``` tokenizer = BartTokenizerFast.from_pretrained("hdfs://..../bert-base-uncased") ``` ### Motivation To make transformers suitable for usage in the cloud or in clusters where files should be stored in HDFS or S3. ### Your contribution...
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19,833
Position embedding in the DETR model
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[ "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.\n\nPlease note that issues that do not follow the [contributing guidelines](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) a...
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### System Info According to the argument definition of the `DetrDecoderLayer.forward()` specified here: https://github.com/huggingface/transformers/blob/bd469c40659ce76c81f69c7726759d249b4aef49/src/transformers/models/detr/modeling_detr.py#L723-L728 The `positional_embeddings` argument for the cross-attention sho...
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19,832
Can we add optional kwargs to various model in addition to their required fixed inputs?
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[ "We can't add blank kwargs like this, as a user who makes a typo in their inputs will then not get any error and not realize they did something wrong.", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this t...
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### Feature request For example in class BertForMaskedLM, we have to input needed arguments as follows: def forward( self, input_ids=None, attention_mask=None, token_type_ids=None, position_ids=None, head_mask=None, inputs_...
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[WIP] Donut flax implementation
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19831). All of your documentation changes will be reflected on that endpoint.", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please...
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This PR adds Jax support for [Donut Model](https://huggingface.co/docs/transformers/model_doc/donut). This work is very much in progress, I need to add documentation and I am still not sure if I have added adequate number of test for the changes I have made so far, so it would be great, if someone can look up and ma...
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tictac game
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I don't see the link with Transformers." ]
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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Improve check copies
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19829). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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simplify dpt copying
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Thanks for your PR, but we don't accept renaming layers like this as it's a breaking change.\r\n\r\nWhy? It's even not change `DPTPreTrainedModel`, so probabiity that some one use inner layers not so big." ]
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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run newer black
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19827). All of your documentation changes will be reflected on that endpoint.", "Thanks for your PR. We won't switch black versions until the end of the year (as was mentioned in previous PRs like this one) when we switch t...
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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19,826
fix bart compatibility with numpy tensors
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19826). All of your documentation changes will be reflected on that endpoint.", "Thanks for your PR, but PyTorch models do not accept NumPy arrays as inputs, and your changes won't make any difference for that I believe.", ...
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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19,825
ImportError: cannot import name 'PegasusTokenizer' from 'transformers'
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[ "Can you check transformers version and update it, if too old?\r\n\r\nIt's work fine for me:\r\n```\r\nIn [1]: from transformers import PegasusTokenizer\r\n\r\nIn [2]: import transformers\r\n\r\nIn [3]: transformers.__version__\r\nOut[3]: '4.23.1'\r\n```", "Gently pinging @ArthurZucker here", "Hey, as mentioned...
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@patrickvonplaten Tried: from transformers import PegasusTokenizer import torch Output: --------------------------------------------------------------------------- ImportError Traceback (most recent call last) /tmp/ipykernel_7943/3816365261.py in <cell line: 1>() ----> 1 from tran...
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19,824
Added translation of converting_tensorflow_models.mdx to Portuguese Issue #16824
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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19,822
data_collator.py:131: UserWarning: Creating a tensor from a list of numpy.ndarrays is extremely slow
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[ "Thanks for the report, the PR linked above should fix it." ]
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### System Info - `transformers` version: 4.23.1 - Platform: Linux-5.15.0-52-generic-x86_64-with-glibc2.35 - Python version: 3.10.6 - Huggingface_hub version: 0.10.1 - PyTorch version (GPU?): 1.12.1+cu116 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (NA) ...
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19,821
Spanish translation of multiple_choice.mdx, question_answering.mdx.
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks @osanseviero, I just updated all files to reflect your suggestions :) ", "Thanks a lot! :fire: ", "@sgugger thanks for the merge! However, shouldn't the original issue (#15947) addressing the translations remain open? Thin...
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# What does this PR do? Translates `multiple_choice.mdx` and `question_answering.mdx` into Spanish. Also updates the `_toctree.yml` file accordingly. Fixes #15947 ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did you read th...
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19,820
fix broken links in testing.mdx
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# What does this PR do? fix a broken link in https://huggingface.co/docs/transformers/main/en/testing I also found the link I marked out in the picture below is also broken, but I don't know how to fix it. You can go to "How transformers are tested" from [here](https://huggingface.co/docs/transformers/main/en/tes...
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19,819
fix vision enc-dec models conversion to onnx
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19819). All of your documentation changes will be reflected on that endpoint.", "cc @lewtun ", "Hello @kventinel , thanks for the PR. I am currently looking for the same thing for Whisper model and was going to update th...
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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19,818
Type hints
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[ "Not sure why tests are failing", "Hi @IMvision12, I think tests are failing because in some cases you overwrote the default argument values! It's easy to see if you look in the [files changed interface](https://github.com/huggingface/transformers/pull/19818/files). If you set those argument values back to their ...
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# What does this PR do? Type-hints for `realm`, `Speech2Text2`, `SpeechToText` and `speech-encoder-decoder` @Rocketknight1
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19,817
[Doctest] Add configuration_maskformer.py
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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# What does this PR do? Adds `configuration_maskformer.py` to `utils/documentation_tests.txt` Based on #19487 @ydshieh can you please review? thanks :) <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the ti...
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19,816
Corrected spelling errors in README_ko.md
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19816). All of your documentation changes will be reflected on that endpoint.", "@eunseojo could you give a quick look?" ]
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1. 독립적이여서 to 독립적 이어서 2. 마스킹된 to 마스킹 된 3. 파이썬 to 파이선 # What does this PR do? Fixed typos and spelling mistakes <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title t...
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19,815
Faster TrOCR (in particular) and faster batch text generation (in general)
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[ "cc @NielsRogge ", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.\n\nPlease note that issues that do not follow the [contributing guidelines](https://github.com/huggingface/transformers/blob/ma...
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### Feature request Text generation in auto-regressive decoders can be optimized by not computing next token logits for sentences that already reached `eos` or `pad`. This is a [notebook](https://github.com/IlyasMoutawwakil/Faster-TrOCR/blob/main/Faster_TrOCR_with_ONNX%2BAutoRegressive_Hack.ipynb) where I did my exp...
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t5 model's decoder do not use EncDecAttention.key & value in text generation task
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[ "Hi @CaffreyR 👋 Our models, when used for generation purposes, have a cache that stores repeated computations (key and value of the attentions) turned on by default. If you'd wish to see the full (redundant) computations being executed, try using the model with `use_cache=False`.", "Great! Thanks for your help!"...
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### System Info - `transformers` version: 4.20.1 - Platform: macOS-12.4-arm64-arm-64bit - Python version: 3.9.10 - Huggingface_hub version: 0.8.1 - PyTorch version (GPU?): 1.13.0.dev20220709 (False) - Tensorflow version (GPU?): 2.8.0 (True) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - Jax version: no...
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Create 'n'numbers_sumfinder.py
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks, we do not need this module." ]
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For hacktoberfest # What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, ...
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transformers.data.metrics: replace mention of 🤗 Datasets in DEPRECATION_WARNING with 🤗 Evaluate
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Not sure what's causing that test failure." ]
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# What does this PR do? Changes DEPRECATION_WARNING in `src/transformers/data/metrics/__init__.py` to point to 🤗 Evaluate for metrics functionality instead of 🤗 Datasets, whose metrics functionality has been deprecated and moved to 🤗 Evaluate since the metrics in this file were deprecated in 🤗 Transformers ...
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ONNX conversion from VisionEncoderDecoderModel with different dimensions
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[ "I'm try to fix your problem in #19819", "Cc @mht-sharma ", "I've come across an issue with the ONNX conversion of TrOCR-base. I'm not sure if they are entirely related, but I've managed to convert the models with huggingface.onnx into actual onnx files. After conversion I obtain an `encoder.onnx` and a `decode...
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### System Info - `transformers` version: 4.23.0.dev0 - Platform: Linux-4.4.0-87-generic-x86_64-with-glibc2.23 - Python version: 3.9.13 - Huggingface_hub version: 0.10.0 - PyTorch version (GPU?): 1.12.1 (True) ### Who can help? @NielsRogge, @patrickvonplaten ### Information - [ ] The official example scripts -...
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[Doctest] Add `configuration_nezha.py`
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# What does this PR do? Add `configuration_nezha.py` to `utils/documentation_tests.txt` for doctest. Additionally, I updated its doctest format to make it consistent with BERT. Based on issue https://github.com/huggingface/transformers/issues/19487 @sgugger could you please take a look at it? Thanks =)
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[Doctest] Add `configuration_plbart.py`
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# What does this PR do? Add `configuration_plbart.py` to `utils/documentation_tests.txt` for doctest. Additionally, I updated its doctest format to make it consistent with BERT. Based on issue https://github.com/huggingface/transformers/issues/19487 @sgugger could you please take a look at it? Thanks =)
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[Doctest] Add `configuration_poolformer.py`
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# What does this PR do? Add `configuration_poolformer.py` to `utils/documentation_tests.txt` for doctest. Based on issue https://github.com/huggingface/transformers/issues/19487 @sgugger could you please take a look at it? Thanks =)
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[Doctest] Add `configuration_electra.py`
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# What does this PR do? Add `configuration_electra.py` to `utils/documentation_tests.txt` for doctest. Based on issue https://github.com/huggingface/transformers/issues/19487 @sgugger could you please take a look at it? Thanks =)
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[DOCTEST] `configuration_layoutlm.py` , `configuration_layoutlmv2.py` ,` configuration_layoutlmv3.py`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19806). All of your documentation changes will be reflected on that endpoint.", "cc @ydshieh " ]
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Based on #19487
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[DOCTEST] Add `configuration_mbart.py` , `configuration_mctc.py`
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Based on #19487
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Make Conv1D.bias optional
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger thanks for the comment. Then in the case that if I'd like to disable bias in GPT-2 models, should we directly change the GPT-2 model implementation to avoid custom Conv1D, and deprecate it?", "You can change the modeling c...
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CONTRIBUTOR
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# What does this PR do? A simple change to make Conv1D.bias optional. ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#s...
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1,418,893,123
PR_kwDOCUB6oc5BUM0B
19,803
Fix bug in Wav2Vec2's GPU tests
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi @falcaopetri Thank you for the fix. I run the 3 tests against this PR, but for `test_wav2vec2_with_lm_invalid_pool` (bot PT/TF), I get the following error:\r\n\r\n```bash\r\n> self.assertIn(\"Falling back to sequential decod...
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CONTRIBUTOR
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# What does this PR do? Fixes bugs introduced in #18351. Bugs appeared only when running tests in GPU, as reported and explained in https://github.com/huggingface/transformers/pull/18351#issuecomment-1285251004. In summary, some tests introduced in the previous PR: - Failed when running on the same process - F...
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1,418,873,678
I_kwDOCUB6oc5UkktO
19,802
Run Vit-MAE script key error
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[ "You'll need to add `remove_unused_columns=False` to the `TrainingArguments`.\r\n\r\nThe reason is because of the use of `set_transform` when preparing the datasets, which does things on-the-fly. Hence we still need to `image` column in the datasets to turn them into `pixel_values`.", "Amazing thank you!" ]
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NONE
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### System Info - `transformers` version: 4.23.1 - Platform: Linux-5.10.133+-x86_64-with-Ubuntu-18.04-bionic - Python version: 3.7.15 - Huggingface_hub version: 0.10.1 - PyTorch version (GPU?): 1.12.1+cu113 (True) - Tensorflow version (GPU?): 2.9.2 (True) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - Ja...
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19,801
Generate: minor docstring fix
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Fixed\r\n<img width=\"834\" alt=\"Screenshot 2022-10-21 at 22 28 30\" src=\"https://user-images.githubusercontent.com/12240844/197291473-5c5c8984-d553-4e7c-85a3-94a254e452f8.png\">\r\n" ]
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MEMBER
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# What does this PR do? Fixes this: <img width="816" alt="Screenshot 2022-10-21 at 22 12 40" src="https://user-images.githubusercontent.com/12240844/197289701-0092c00a-2aec-4c72-96ba-fb2df4ce14b1.png">
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19,800
Added translation of run_scripts.mdx to Portuguese Issue #16824
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CONTRIBUTOR
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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1,418,754,998
PR_kwDOCUB6oc5BTvNR
19,799
Refactor conversion function
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COLLABORATOR
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# What does this PR do? This PR introduces a refactor of the conversion functions to be able to re-use with safetensors. It comes with zero change of code inside but the main takeaway is to build two functions that take a PyTorch-formatted (resp. TF-formatted) state dict and load it in a TF (resp. PyTorch) model. Th...
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19,798
Fix error/typo in docstring of TokenClassificationPipeline
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CONTRIBUTOR
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Fixes #19797 ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request sectio...
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I_kwDOCUB6oc5UjdPQ
19,797
Small typo in documentation of TokenClassificationPipeline
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CONTRIBUTOR
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### System Info https://github.com/huggingface/transformers/blob/v4.23.1/src/transformers/pipelines/token_classification.py#L176 ### Who can help? _No response_ ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [X] An officially supported task in the `examples` folder...
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19,796
Add Image Processors
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger @LysandreJik @alaradirik @NielsRogge LMK if you'd rather I did this as many, separate feature extractor PRs for each model type, or as proposed in the description: CLIP as a demonstration, merging the other PRs into this one...
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COLLABORATOR
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# What does this PR do? Adds image processors for most vision models in the transfomers library. CLIP for first review. Once it's had approval, I'll merge the other processors into this branch, ask for a final review and then merge if all good. Other models with more complex processing logic e.g. DETR will have subs...
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I_kwDOCUB6oc5UjRUe
19,795
Strange shape of Scores vector
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[ "Hi @andreabac3 👋 \r\n\r\nI apologize in advance. The documentation for that part of the codebase is poor at the moment, so it's completely understandable that you feel confused.\r\n\r\nThe first documentation issue is the shape of `outputs.scores[0].shape`, which is actually `(batch_size * beam_size, vocab_size)`...
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CONTRIBUTOR
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### System Info transformers==4.20.1 torch==1.11.0+cu113 Python 3.9.13 ### Who can help? @patrickvonplaten @Narsil @ola13 @gante ### Information - [X] The official example scripts ### Reproduction Hello everyone, I am using BART and I have enabled `return_scores = True` with `beam_size = 4`...
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19,794
Use None to detect if truncation was unset
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COLLABORATOR
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# What does this PR do? This PR changes the default of the `truncation` argument to `None` so that we can detect the difference between: - truncation was not set - truncation was set to `False`. As pointed out in #19790, relying on `False` to test if the argument is unset yields unexpected behaviors. Fixes #...
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19,793
Update doc for revision and token
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COLLABORATOR
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# What does this PR do? This PR updates the docstrings of all `from_pretrained` methods to: - adapt the documentation for `use_auth_token` - remove the Tip about `use_auth_token=True` for private models - add a tip about checking out PRs using the revision argument (For now just did the changes on the config b...
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19,792
Fix nightly test setup
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COLLABORATOR
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# What does this PR do? The nightly tests were not properly triggered because I made a typo in the variable name to set 🤦‍♂️ . This is fixed since yesterday., but now there is a failure in the setup (see [here](https://app.circleci.com/jobs/github/huggingface/transformers/597479?utm_campaign=workflow-failed&utm_med...
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19,791
Remove undefined pytorch_model
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CONTRIBUTOR
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# What does this PR do? The docs recommend running `del pytorch_model` to free memory, but `pytorch_model` has never been defined. <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure ...
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19,790
`truncation='do_not_truncate'` is not equivalent to `truncation=False`
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[ "It looks like the PR that set the current truncation/passing arguments has some behavior for backward compatibility that is triggered when `truncation` is unset. However, instead of having `truncation=None` as default (to make sure to detect when it's unset), it uses `truncation=False` as default. So in this insta...
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CONTRIBUTOR
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### System Info - `transformers` version: 4.21.1 - Platform: macOS-10.16-x86_64-i386-64bit - Python version: 3.9.7 - Huggingface_hub version: 0.8.1 - PyTorch version (GPU?): 1.9.1 (False) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - Jax version: not insta...
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add greek translation to index
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19789). All of your documentation changes will be reflected on that endpoint.", "Yes, Greek under ISO 639-1 would be `el`, which is what we use. `gre` corresponds to 639-2. \r\n\r\n(source: https://en.wikipedia.org/wiki/Lis...
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# What does this PR do? Fixes #19788 ## Before submitting - [X] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [X] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests),...
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19,788
Add translation of docs to greek
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I thought it would be awsome to add greek translation to the documentation I currently have translated only the index.mdx
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Generate: contrastive search test updates
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MEMBER
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# What does this PR do? The newly introduced tests had a bunch of minor issues, including models too big for CI, formatting problems, or slightly incorrect strings (the hardcoded strings were generated for inputs that were changed before the final commit). This PR addresses these issues. All new (slow) tests pass...
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19,786
Fix CTRL `test_torchscrip_xxx` CI by updating `_create_and_check_torchscript`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Running all tests (per model separately, as in our CI) of `test_torchscript_xxx`, all pass" ]
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COLLABORATOR
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# What does this PR do? Fix CTRL `test_torchscrip_xxx` CI by updating `_create_and_check_torchscript`. Before calling `torch.jit.trace`, we run the prepared inputs first. ### More context The PR #19681 puts `pos_encoding` attribute to the correct device for CTRL model, but this could be only done safely in the...
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19,785
Update `ImageToTextPipelineTests.test_small_model_tf`
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[ "Thank you so much for this @ydshieh !!", "_The documentation is not available anymore as the PR was closed or merged._", "Thanks!" ]
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COLLABORATOR
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# What does this PR do? After PR #19732, I uploaded the correctly converted TF model to the Hub repo [hf-internal-testing/tiny-random-vit-gpt2](https://huggingface.co/hf-internal-testing/tiny-random-vit-gpt2/tree/main) This PR updates the expected values accordingly, which is the same values as for `test_small_mo...
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19,784
Add Swin2SR
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CONTRIBUTOR
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# What does this PR do? Fixes #19568 and replaces #19667 This PR adds Swin2SR, a Swinv2-based model for image super resolution, compression and restoration. To do: - [x] finish `Swin2SRImageProcessor` - should incorporate padding - [x] fix integration test - [x] transfer checkpoints to the appropriate or...
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19,783
Add XCiT Model
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### Model description Cross-covariance image transformer (XCiT) is built upon XCA. It combines the accuracy of conventional transformers with the scalability of convolutional architectures. [Paper](https://arxiv.org/abs/2106.09681) ### Open source status - [X] The model implementation is available - [X] The m...
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