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https://api.github.com/repos/huggingface/transformers/issues/20184
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PR_kwDOCUB6oc5CwhAl
20,184
New logging support to "Trainer" Class (ClearML Logger)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20184). 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_20184). All of your documentation changes will be re...
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I have added a ClearML callback class to log experiments using `ClearML Task.` ClearML logger logs everything to ClearML WebUI. ClearML logs Hyperparameters, Scalars, Models, Checkpoints, and other necessary artifacts. I request @sgugger to review this pull request as it works with the `Trainer` class. The `integrati...
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[docs] translating.md needs an update
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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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CONTRIBUTOR
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Dear 🤗 HuggingFace Team, I would like to suggest updating the guide for issues in the following sections: - 🗞️ Open an issue - [x] As of now, there is no template called `Translation template` while opening an issue. Instead I had to copy-paste issues made by the community. https://github.com/huggingface/tran...
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Make tokenizer.pad() compatible with labels
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[ "There is no canonical way to pad labels directly using the tokenizer, since what we want for padding depends on the task (we don't want any padding in sentence classification, but a different one in token classification, summarization or translation) and the tokenizer is not aware of the task.\r\n\r\nIn your code ...
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COLLABORATOR
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### Feature request In my project, I need to do some custom sorting and filtering in my sampler. Therefore, each item in my Dataset is already tokenized/truncated (and not padded). So the padding occurs in the `collate_fn` of the dataloader. Here I would need to pad both inputs and labels. While this is straightforwar...
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translate zh quicktour(#20095)
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I have add them to doc build workflow. @sgugger " ]
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CONTRIBUTOR
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# What does this PR do? Translate the quicktour to zh #20095
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[i18n-KO] Translated index page to Korean
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20180). 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_20180). All of your documentation changes will be re...
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CONTRIBUTOR
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# What does this PR do? Translated the `Getting started - index.mdx` file of the documentation to Korean. I use transformers for my side-project and wanted to contribute. As a beginner, this seemed appropriate. Some questions: - I can't access the pr documentation endpoint for Korean. Is there a missing step? -...
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🌐 [i18n-KO] Translating docs to Korean
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CONTRIBUTOR
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Hi! Let's bring the documentation to all the Korean-speaking community 🌏 (currently 9 out of 77 complete) Would you want to translate? Please follow the 🤗 [TRANSLATING guide](https://github.com/huggingface/transformers/blob/main/docs/TRANSLATING.md). Here is a list of the files ready for translation. Let us kn...
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20,178
Support Bloom models in distillation example
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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_20178). All of your documentation changes will be reflected on that endpoint.", "The docs for this PR live [here](https://moon-ci-docs.huggin...
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CONTRIBUTOR
null
# What does this PR do? This updates the model distillation example to support more models on the Hub, including Bloom models. I use this code to create smaller, monolingual generative models based on mGPT or Bloom. Demo notebook: https://colab.research.google.com/drive/1DJLNA4TcW45HYzuSDAVb8t6n7OTU1NyI?usp=shari...
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Add missing ESM autoclass
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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MEMBER
null
The autoclass for `EsmForMaskedLM` was missing, this adds it back!
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Add GPT-SW3 models to huggingface
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[ "PR merged! :partying_face: " ]
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CONTRIBUTOR
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### Model description At AI Sweden we are developing GPT models for the nordic region. Languages include English, Swedish, Danish, Norwegian and Icelandic. The models are of the GPT family. The models will range in size from 126m to 20B. They are trained from scratch on a large corpora of 320B tokens. They are tr...
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[ROC_BERT] Make CI happy
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20175). All of your documentation changes will be reflected on that endpoint.", "Hi @younesbelkada Thank you for trying make CI happy.\r\n\r\nBut I am not sure why we need `torch.allclose` for 2 integer tensors. This should...
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CONTRIBUTOR
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# What does this PR do? Fixes a small slow test that was failing when trying to play with 8-bit conversion for BERT models cc @ydshieh
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Add `accelerate` support for `ViT` family
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20174). 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_20174). All of your documentation changes will be re...
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CONTRIBUTOR
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# What does this PR do? This PR adds `accelerate` support for ViT models, therefore these models can be loaded in 8-bit as follows: ``` # pip install accelerate bitsandbytes from transformers import ViTFeatureExtractor, ViTForImageClassification from PIL import Image import requests url = 'http://images.coco...
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20,173
Misleading tensor type in code and documentation of Wav2Vec2ForPreTraining
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[ "cc @sanchit-gandhi ", "Hey @PierreOrhan, \r\n\r\nYou're entirely correct, the variable `sampled_negative_indices` is a tensor of integers of dim `(batch_size, sequence_length, num_negatives)` that specifies the positions (indices) of quantised vectors to use as negatives during pre-training, not a boolean mask. ...
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The Wav2Vec2ForPreTraining expects in its forward pass a torch.BoolTensor for the sampled_negative_indices. https://github.com/huggingface/transformers/blob/cbbeca3d1733aa7c9b443af5ff231a5affcd8a1e/src/transformers/models/wav2vec2/modeling_wav2vec2.py#L1404 But as the example and the code then indicates, this tenso...
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Remove Optional[PILImageResampling] typing
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20172). All of your documentation changes will be reflected on that endpoint." ]
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COLLABORATOR
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# What does this PR do? Resolves bug if Pillow < 2.9.1 resulting from type checks. If lower versions of Pillow are used, `PILImageResampling` is an alias for the `PIL.Image` module c.f. [definition here](https://github.com/huggingface/transformers/blob/d3c05666798bd8fcc7a03564436e5100b080a5df/src/transformers/image_...
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20,171
How to train transformer using my own data?
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[ "Here is a tutorial in the transformers Doc on how to fine tune a pretrained model using the Transformers library (https://huggingface.co/docs/transformers/training), you can also check the Hugging face course https://huggingface.co/course/chapter1/1, for more help you will need to precise what do you want to do ex...
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### Feature request I have not see a tutorial for training my own data.....Can I ? I am a new AI learner. Thank you!!! ### Motivation I have not see a tutorial for training my own data.....Can I ? I am a new AI learner. Thank you!!! ### Your contribution I have not see a tutorial for training my own data.....Can I...
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20,170
I am getting below error message when loading XLM 17 Language pretrained model.
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[ "Can anyone help me how to use this model for language translation?\r\n", "You can disregard the warning, it's issued wrongly (and it's been fixed on main).", "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 o...
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Some weights of XLMWithLMHeadModel were not initialized from the model checkpoint at xlm-mlm-17-1280 and are newly initialized: ['transformer.position_ids'] You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
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trocr deepspeed
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[ "issue resolved by\r\n`hidden_size = 768`\r\n`setattr(model.config, \"hidden_size\", hidden_size)`\r\n\r\nrefer to this #15526" ]
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### System Info - `transformers` version: 4.24.0 - Platform: Linux-5.10.14-1.el7.elrepo.x86_64-x86_64-with-glibc2.35 - Python version: 3.10.6 - Huggingface_hub version: 0.10.1 - PyTorch version (GPU?): 1.13.0+cu117 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not inst...
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Enable PyTorch 1.13
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[ "_The documentation is not available anymore as the PR was closed or merged._", "cc @sgugger , there is a PR\r\n\r\nhttps://github.com/huggingface/transformers/pull/20149\r\n\r\nbut we forgot to ping you.\r\n\r\n(Oh, I just saw you are aware of that PR)", "Hi @sgugger :) - One question, you have removed `torch-...
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COLLABORATOR
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# What does this PR do? This PR enables PyTorch 1.13 for Transformers so we can start adding functionality like safer loading with `torch.load`. Since there are no wheels for torch scatter, this comes at the price of uninstalling `torch-scatter`. However the PR to move away from this dep and use the PyTorch core ops...
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Fix object-detection bug (height, width inversion).
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20167). All of your documentation changes will be reflected on that endpoint." ]
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CONTRIBUTOR
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# What does this PR do? Fixes a bug I didn't catch, but height and width where inversed. https://huggingface.co/Narsil/layoutlm-funsd (Contains the fix) <!-- 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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Fix arg names for our models
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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MEMBER
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Some arg names on the `infer` method for `ESMFold` don't fit our port, and this PR updates/removes them. In future these methods will probably be moved to the tokenizer/processor but this quick fix will at least get them working for now! Fixes #20120
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Adding a siamese text similarity inference pipeline
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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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CONTRIBUTOR
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### Feature request Siamese networks have been really popular for variety of tasks in nlp. I am wondering if we can build a inference pipeline class for siamese like architecture. Pipeline can look something like ``` class SiamesePipeline(Pipeline): def _sanitize_parameters(self): return {},...
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doc comment fix: Args was in wrong place
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20164). All of your documentation changes will be reflected on that endpoint." ]
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CONTRIBUTOR
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# What does this PR do? Small fix for `Args:` being in the wrong place in the doc comments. ## 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/blo...
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OWLViT - Allow text model to compute text embeddings only once
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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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### Feature request Hi again, Currently, the OWL-ViT pipeline works by having a list of queries **per example** (e.g. for classification problems with 10 classes there would be 10 queries for each image). I understand that the rationale behind this is to allow to train with multiple datasets simultaneously where...
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[WHISPER] Update modeling tests
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20162). 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_20162). All of your documentation changes will be re...
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# What does this PR do? Fixes the test after the update of the tokenizer, which added sufix and prefix tokens.
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20,161
how to fine tune custom dataset using coreference pretrained model
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[ "Hi,\r\n\r\nFor that I'll refer to the training guide of Sentence Transformers: https://www.sbert.net/docs/training/overview.html.", "> Hi,\r\n> \r\n> For that I'll refer to the training guide of Sentence Transformers: https://www.sbert.net/docs/training/overview.html.\r\n\r\nHi @NielsRogge , I have to use my own...
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the pre-trained model available in hugging face hub "nreimers/mMiniLMv2-L12-H384-distilled-from-XLMR-Large" how to fine tuning with own custom dataset.
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20,160
Add segmentation + object detection image processors
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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_20160). All of your documentation changes will be reflected on that endpoint.", "@NielsRogge @sgugger @alaradirik Sorry for the previous issu...
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# What does this PR do? Adds image processors for DETR, Deformable DETR, Conditional DETR, YOLOS and Maskformer, as many of the image processors methods are copied from DETR. ## 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...
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20,159
Generate: fix TF doctests
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20159). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? Fixes doctests in `src/transformers/generation/tf_utils.py` that were not passing.
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[MaskFormer] Add doc tests
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20158). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? This PR fixes all code snippets for MaskFormer, and makes sure they are tested. None of them actually ran without issues. It makes a distinction between semantic and panoptic segmentation. Fixes #20132
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Update `OnnxConfig.generate_dummy_inputs` to check `ImageProcessingMixin`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "We still have `OwlViTFeatureExtractor` and no `OwlViTImageProcessor`.\r\n\r\n@amyeroberts I guess it is a miss, right? If so, could you work on adding `OwlViTImageProcessor` in another PR, thanks.", "@ydshieh Yes - the `OwlViTImage...
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COLLABORATOR
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# What does this PR do? As we have a new class `ImageProcessingMixin`, the method `OnnxConfig.generate_dummy_inputs` needs to check this case, otherwise it can't find a if/else branch to create dummy inputs. See https://github.com/huggingface/transformers/blob/7ec1dc8817a99d16e6f9e0ab94ce4027ef74b72d/src/transf...
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20,156
Models can't be loaded after updating to Python 3.10
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[ "Hi @NeuroinformaticaFBF,\r\n\r\nThanks a lot for this issue! The issue seems to be coming from an external dependency [sentencepiece](https://github.com/google/sentencepiece) which is using protobuf . Can you share with us the versions of the following packages please :pray: ?\r\n\r\nFor example with:\r\n```\r\npi...
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### System Info - `transformers` version: 4.24.0 - Platform: Linux-5.4.0-131-generic-x86_64-with-glibc2.27 - Python version: 3.10.8 - Huggingface_hub version: 0.10.1 - PyTorch version (GPU?): 1.13.0+cu117 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (NA) ...
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20,155
Add to DeBERTa resources
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20155). 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_20155). All of your documentation changes will be re...
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CONTRIBUTOR
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# What does this PR do? Adds resources to Deberta Relates to https://github.com/huggingface/transformers/issues/20055 @stevhliu Can you please take a look :-). I could not really find anything on DeBERTa but since DeBERTa builds upon RoBERTa, should I add the materials for RoBERTa? <!-- Congratulations! Yo...
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20,154
Less noisy console output
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[ "You can adjust the logging level to your preferred value with `transformers.utils.logging.set_verbosity(log_level)`.\r\n\r\nAlso cc @LysandreJik ", "Thanks @sgugger, I just tried that.\r\n\r\nThere's still plenty of noise from code in HF (datasets) like this:\r\n```py\r\nlogger.warning(f\"Loading cached processe...
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### Feature request I have just started using HF transformers and am struck by the amount of text it dumps into the console. Just following the steps in the course, a simple script that loads a model and trains it spews out this: ![image](https://user-images.githubusercontent.com/4443482/200996914-b944f497-459b-4f...
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How to fine-tune a pre-trained protein language model on the protein folding task ?
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[ "Hi @pengshuang - right now our port of ESMFold is only really usable for inference, and is lacking some of the training code. This happened because we were rushing to launch simultaneously with the release by FAIR, and so we had to launch with a couple of bits missing!\r\n\r\nWe're working with the team at FAIR to...
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null
### Feature request @Rocketknight1, Thanks for releasing the notebook and example of [How to fine-tune a pre-trained protein model](https://github.com/huggingface/notebooks/blob/main/examples/protein_language_modeling.ipynb) and [How to generate protein folds](https://github.com/huggingface/notebooks/blob/main/exa...
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Fix typo (line 221) in portuguese translation. Documentation @sugger …
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20152). All of your documentation changes will be reflected on that endpoint.", "@kant Thank you for the PR.\r\n\r\nHowever, as @sgugger mentioned before:\r\n> there is an issue with your CircleCI permissions, the tests won...
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CONTRIBUTOR
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# What does this PR do? Fix typo (line 221) <!-- 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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20,151
Add video classification pipeline
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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_20151). All of your documentation changes will be reflected on that endpoint.", "The docs for this PR live [here](https://moon-ci-docs.huggin...
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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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20,150
Typo fixed (line 219) in german translation. Documentation: @sgugger @ydshieh
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20150). All of your documentation changes will be reflected on that endpoint.", "Like in your other PRs, the tests are not run.\r\nCould you try refreshing your permissions as shown [here](https://support.circleci.com/hc/en...
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# What does this PR do? Typo fixed (line 219) in german translation <!-- 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 c...
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20,149
Fix tapas scatter
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20149). All of your documentation changes will be reflected on that endpoint.", "Hi @sgugger - Sure, I will remove it as a part of removing all \"scatter\" mentions requested by @NielsRogge.", "Hi @NielsRogge - could you ...
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# What does this PR do? Changes the usage of scatter from torch_scatter to PyTorch's scatter thus removing the dependency on third party library * [x] remove torch_scatter dependency * [x] update `_segment_reduce` function in order to work with PyTorch's scatter * [x] update test case `test_reduce_sum_vectoriz...
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20,148
Add support for images embeddings as one of the **input parameters
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[ "cc @alaradirik and @NielsRogge ", "Hi @ramanova, thanks for the suggestion! \r\n\r\nThis is doable but might be a bit tricky. `OwlViTProcessor` preprocesses images (resizing, cropping, etc.) and doesn't compute embeddings so you would need compute the embeddings using the base `OwlViTModel`. \r\n\r\n@NielsRogge ...
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### Feature request [Owl-ViT](https://huggingface.co/docs/transformers/model_doc/owlvit) **Current flow** for inference for OWL ViT is to accept image and text, run it through a processor and then give that as an input to the Model for inference. Result: Getting detections with some confidences. ```python model =...
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20,147
Fix `ImageSegmentationPipelineTests`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Mark as draft in order to debug this super flaky test!", "@sgugger @Narsil @alaradirik and others: ready for your review", "@Narsil \r\n\r\n- no zip now\r\n- I decided to simply use (for now) `.../blob/...` instead of `.../reso...
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# What does this PR do? - If the concept is approved, I can apply the same changes to other places) - On `CircleCI`, we get `0.9469921875 not greater than or equal to 0.99`. Maybe I should lower the threshold ..? ------- Fix `ImageSegmentationPipelineTests.test_small_model_pt`. Compare hash of the output/e...
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20,146
Make DummyObject more robust
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20146). All of your documentation changes will be reflected on that endpoint." ]
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CONTRIBUTOR
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# What does this PR do? Use `__getattribute__` instead of `__getattr__` in `DummyObject` to track the attribute access. Compared to `__getattr__` (invoked only if the attribute is missing), `__getattribute__` is invoked for every access, hence more robust. Fixes #20127 ## Before submitting - [ ] This PR f...
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20,145
Set task and language tokens for whisper model
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[ "Hey! That's a good idea and also on my TODO! \nIt is debatable whether we should have this in the `WhisperForConditionalGeneration` or add a new class for multilingual Decoding which would do this automatically. We could also add a `WhisperForSequenceClassification` class which would just detect the language. \n\n...
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CONTRIBUTOR
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### Feature request Hi @ArthurZucker, thanks for the great work on whisper models. I would like to know if it's possible to also have a `set_prefix_tokens` function in `WhisperForConditionalGeneration`, which receives the language/task name and changes the language/task token in `model.config.forced_decoder_ids`, i...
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20,144
[OWL-ViT] Make model consistent with CLIP
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20144). All of your documentation changes will be reflected on that endpoint.", "The arguments `return_base_image_embeds`, `use_hidden_state` and `return_projected` are not useful for users, and the number of people that co...
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# What does this PR do? This PR improves OWL-ViT by removing 3 arguments, to make the model more consistent with CLIP. All integration tests pass with these fixes.
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Adding support for LayoutLMvX variants for `object-detection`.
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CONTRIBUTOR
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# What does this PR do? Adding support for `layoutlm` to `object-detection`. LayoutLMv{2,3} can be used for `object-detection`. However the classes are `ForTokenClassification` which not all classes can support a vision + OCR type of inference. (the model needs `bbox` object even if we splitted out the OCR). The cu...
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[DOCTEST] Fix the documentation of RoCBert
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20142). 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_20142). All of your documentation changes will be re...
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# What does this PR do? Fixes the documetnation test
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20,141
Add `RoCBertTokenizer` to `TOKENIZER_MAPPING_NAMES`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20141). 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_20141). All of your documentation changes will be re...
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# What does this PR do? Add `RoCBertTokenizer` to `TOKENIZER_MAPPING_NAMES`.
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[WIP] add the tokenizer for SMALL100 model
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20140). All of your documentation changes will be reflected on that endpoint.", "Since the only difference is in the tokenization code, maybe it would be more beneficial to add the custom code directly in the model repo (se...
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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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20,139
Update SwinForMaskedImageModeling doctest values
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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? Doc test was failing because checkpoints were changed in #20034 which have different config values, resulting in different image sizes after preprocessing. * Previous config: https://huggingface.co/microsoft/swin-tiny-patch4-window7-224/blob/main/preprocessor_config.json * New config: ht...
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20,138
Problems with layoutlm language model
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[ "Please use the [forums](https://discuss.huggingface.co/) to ask such questions as we keep issues for bugs and feature requests only :-)\r\ncc @NielsRogge ", "Please link your question on the forum, I'll answer there!", "@NielsRogge can you send me the link to access forums, I tried to look at the discord chann...
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### Feature request Hi, I was recently reading Layoutlm and it's variants and I figured out that they do exist in hugging face but there are several problems with It or I am not very sure to understand it just by reading the documentation. Q1) [Layoutlm](https://arxiv.org/abs/1912.13318) is a multimodal machine ...
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20,137
Update VisionEncoderDecoder to use an image processor
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks @amyeroberts \r\n\r\nNothing extra (other than what Sylvain mentioned) from my side.\r\n\r\nOne thing I think would be great if you can provide a link to the line for\r\n> when checking the type of the feature extractor loaded...
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# What does this PR do? Loading TrOCR processor failed because when checking the type of the feature extractor loaded, it was an image processor, rather than a feature extractor. This PR replaces: * Replaces the feature extractor with an image processor in `TrOCRProcessor` * Adds `AutoImageProcessor` to `AUT...
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Adds image-guided object detection support to OWL-ViT
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[ "@NielsRogge @sgugger sorry for the double PR, the upstream of the branch used in the other [PR](https://github.com/huggingface/transformers/pull/18891) points to huggingface/transformers:img_guided_obj_det instead of main and I couldn't change the upstream. \r\n\r\nThe reviews in the other PR are addressed but the...
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# What does this PR do? Adds image-guided object detection method to `OwlViTForObjectDetection` class. This enables users to use a query image to search for similar objects in the input image. Co-Authored-By: Dhruv Karan [k4r4n.dhruv@gmail.com](mailto:k4r4n.dhruv@gmail.com) Fixes #18748 ## Before submitting...
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20,135
Update tokenizer_summary.mdx
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20135). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? Hi, thanks for this document. But I think the headings here are a little bit misunderstanding. I changed them to: ``` - Introduction - Subword tokenization - Byte-Pair Encoding (BPE) - Byte-level BPE - WordPiece - Unigram - SentencePiece ``` ## Before sub...
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20,134
Update `CLIPSegModelTester`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20134). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? To align with other CLIP-like model testers. See #20044.
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20,133
Compact Transformer
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[ "Are you willing to collaborate to make this available at HF transformers? @astariul . If so, please connect with me\r\n", "Hi @astariul and @navinelahi, are there any updates on this issue? May I start working on this?" ]
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### Model description # Escaping the Big Data Paradigm with Compact Transformers Abstract : > With the rise of Transformers as the standard for language processing, and their advancements in computer vision, there has been a corresponding growth in parameter size and amounts of training data. Many have come to...
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20,132
maskformer sample code error
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[ "cc @alaradirik and @NielsRogge ", "Hi @Tungway1990, thanks for pointing this out! You are right, the ` label_ids_to_fuse` argument is only used for panoptic segmentation and the logic should take None values into account.\r\n\r\nWe'll open a PR to fix this shortly. cc @sgugger @NielsRogge ", "We should actuall...
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### System Info - `transformers` version: 4.24.0 - Platform: Windows-10-10.0.19045-SP0 - Python version: 3.9.12 - Huggingface_hub version: 0.10.1 - PyTorch version (GPU?): 1.12.0 (True) ### Who can help? @sgugger @patil-suraj Try running the sample code in maskformer [https://huggingface.co/docs/transfo...
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Failed to import
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[ "Looks like a problem in your CUDA installation.", "it works on my local, but it fails when I use it with docker, do I need to give any additional command in docker apart from installing requirements", "This issue has been automatically marked as stale because it has not had recent activity. If you think this s...
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### System Info python 3.10.7 Target: arm64-apple-darwin21.6.0 Thread model: posix transformers==4.24.0 ### Who can help? _No response_ ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, .....
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20,130
Finetuning m2m100 with run_translation_no_trainer.py using ZERO stage 3 hangs when evaluation after first epoch
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[ "cc @pacman100 ", "Hello @cokuehuang, please provide a minimal script along with the minimal dataset in order to reproduce this issue. I am unable to reproduce this using below steps:\r\n1. run `accelerate env` command to see the config being used:\r\n```\r\n- `Accelerate` version: 0.15.0.dev0\r\n- Platform: Linu...
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### System Info - `transformers` version: 4.22.0.dev0 - Platform: Linux-5.15.0-41-generic-x86_64-with-glibc2.17 - Python version: 3.8.13 - Huggingface_hub version: 0.8.1 - PyTorch version (GPU?): 1.12.0+cu113 (True) - Tensorflow version (GPU?): 2.10.0 (True) - Flax version (CPU?/GPU?/TPU?): 0.4.1 (gpu) - Jax ve...
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[testing doc-build from fork]
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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[testing doc-build]
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20,127
Improvement to error handling in subclasses
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[ "Interesting. It seems like Python gobbles the error raised by the super class (which does tell you to install sentencepiece) and decides it has no `from_pretrained` attribute instead.\r\n\r\nIf anyone has any idea to fix our metaclass `DummyObject` so it works on subclasses, I'm all ears!", "Pinging here as we a...
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### Feature request I encountered a fascinating (though very frustrating :-)) scenario about error handling in `transformers`. When subclassing a tokenizer that relies on `sentencepiece`, and not having it installed, you will get an unhelpful error message that sends you down a lot of rabbit holes. Consider this mi...
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20,126
Add pop2piano
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[ "Hi @ArthurZucker could you please share the progress of the model addition?(I am asking because the last time this Issue has had any actions was in Nov 8, 2022). I tried this model on colab and really loved it. I want to add / help adding this model to HF. Is it possible that we can collaborate in this addition? ...
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### Model description - Introduce a large amount of paired and synchronised {pop, piano cover} data using an automated pipeline. - Pop2Piano, a Transformer network that generates piano covers given waveforms of pop music. - First model to directly generate a piano cover from pop audio without melody and chord extra...
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20,125
Update github pr docs actions
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20125). All of your documentation changes will be reflected on that endpoint." ]
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Remove BertConfig inheritance from RobertaConfig
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks again for your contribution!" ]
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# What does this PR do? Removes BertConfig dependencies from RobertaConfig Related to https://github.com/huggingface/transformers/issues/19303 @sgugger can I please get some feedback on this. Thanks 😄 <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR ...
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20,123
Whisper: incorrect list of non speech tokens
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[ "Hey! thanks for pointing that out. \r\nWill open a PR on the online models and on the repo, just gotta make sure this is not backward incompatible 🤗 ", "Thanks for the fix and the configurations update! However, there are still 2 pull requests to merge:\r\n\r\n* https://huggingface.co/openai/whisper-small/discu...
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### System Info - `transformers` version: 4.24.0 - 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+cu102 (True) ### Who can help? @ArthurZucker ### Information - [ ] The official example scripts - [X] My own mo...
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20,122
Why is CLIPImageProcessor not in general init?
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[ "Will be fixed by #20111", "I have the same problem... God...When will the CLIPImageProcessor be set up in general init?", "@ZoeyyHz, which version of transformers are you using? I'm able to run the following without issue:\r\n\r\n```\r\nfrom transformers import CLIPImageProcessor\r\n```", "Hi, there. I have ...
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### System Info - `transformers` version: 4.25.0.dev0 - Platform: Linux-5.18.10-76051810-generic-x86_64-with-glibc2.34 - Python version: 3.9.7 - Huggingface_hub version: 0.11.0.dev0 - PyTorch version (GPU?): 1.11.0+cpu (False) - Tensorflow version (GPU?): 2.9.1 (False) - Flax version (CPU?/GPU?/TPU?): 0.6.0 (c...
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20,121
Cannot load CLIPProcessor / CLIPFeatureExtractor locally
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[ "Will be fixed by #20111" ]
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### System Info - `transformers` version: 4.25.0.dev0 - Platform: Linux-5.18.10-76051810-generic-x86_64-with-glibc2.34 - Python version: 3.9.7 - Huggingface_hub version: 0.11.0.dev0 - PyTorch version (GPU?): 1.11.0+cpu (False) - Tensorflow version (GPU?): 2.9.1 (False) - Flax version (CPU?/GPU?/TPU?): 0.6.0 (cpu...
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20,120
ESM esmfold_v1 infer_pdbs method gives TypeError
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[ "cc @Rocketknight1 ", "Hi @maxjeblick, this is caused by those methods being ported directly from `ESMFold` and not being updated to match our implementation. I'm working on a fix now! In the meantime you can use the code from our [example notebook for protein folding](https://github.com/huggingface/notebooks/blo...
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### System Info - `transformers` version: 4.24.0 - Platform: Linux-5.4.0-105-generic-x86_64-with-glibc2.31 - Python version: 3.9.12 - Huggingface_hub version: 0.10.1 - PyTorch version (GPU?): 1.13.0+cu117 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (NA)...
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Improve tiny model creation script
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20119). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? - Add the option to upload the created tiny models to Hub. - Make tiny config corresponds better to the (reduced) tokenizer. - This gets quite complicated - But basically, just to make sure the `vocab_size` and `xxx_token_ids` in the tiny config correspond to what we have in the (reduc...
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20,118
[CLIPSeg] Add resources
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20118). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? This PR adds resources for CLIPSeg.
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[processor] Add 'model input names' property
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[ "Currently, I've only applied the change to the Wav2Vec2 Processor - once we're happy with the design I'll copy it to all other processor classes (both audio and vision). This should make the preliminary review much easier!", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/...
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# What does this PR do? Adds the `model_input_names` property to the processor class. Related to #20058. ## 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. <!-- Your PR will be replied to mo...
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20,116
Fix gradient clipping on XLA device
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20116). 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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# What does this PR do? This PR fixed the gradient clipping logic on XLA device. We found all_reduce is wrongfully disabled in fp16 mode when `max_grad_norm=0` on XLA gpu device. To be consistent with native pytorch behavior, all_reduce should be placed immediately after calling `self.training_step`. Tested with th...
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20,115
Roberta model seemingly unable to take embeddings as input
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[ "Even if you provide input embeddings, the RoBERTa model will still add the token type embeddings and position embeddings.\r\n\r\nAs for the exact reason you get an error, we would need a full reproducer to be able to investigate.", "> Even if you provide input embeddings, the RoBERTa model will still add the tok...
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### System Info Python 3.9 on linux, transformers 4.24.0 ### Who can help? @lysandrejik ### 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 b...
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Add CV + audio labels to glossary
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20114). All of your documentation changes will be reflected on that endpoint." ]
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This is a [follow-up PR ](https://github.com/huggingface/transformers/pull/20051#discussion_r1013978694) to expand the `labels` definition to include expected labels for model heads from other modalities.
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Adapt has_labels test when no labels were found
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20113). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? As #20105 highlights it, the new way we infer default label names for models might not work for models outside of Transformers This PR reverts to the old default for non-`PreTrainedModel` models
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https://api.github.com/repos/huggingface/transformers/issues/20112
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Pytorch type hints
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20112). All of your documentation changes will be reflected on that endpoint.", "Sure, I will add all type hints for pytorch and ping you", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transf...
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# What does this PR do? Added Type hints ## Who can review? @Rocketknight1
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20,111
AutoImageProcessor
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20111). All of your documentation changes will be reflected on that endpoint.", "Still reviewing, but in `processing_auto.py/from_pretrained`, the beginning part\r\n\r\nhttps://github.com/huggingface/transformers/blob/1ebc7...
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# What does this PR do? Adds the `AutoImageProcessor` class and makes model image processors available to import. Fixes # (issue) ## 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:...
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20,110
Fix AutoTokenizer with subfolder passed
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# What does this PR do? As reported in #20108, the `AutoTokenizer` API does not properly work with the `subfolder` argument, because it is not consumed by the `get_tokenizer_config` function. This PR fixes that.
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20,109
docs: Replace awkward `timm` link with the expected one
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# What does this PR do? Replace https://github.com/rwightman/pytorch-image-models/tree/master/timm with https://github.com/rwightman/pytorch-image-models. ## Reasoning 1. The URL has the hardcoded `master` branch, despite the `timm` being branch being renamed to `main` nowadays. 2. The URL points to the `timm`...
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20,108
Using `subfolder` with AutoTokenizer.from_pretrained doesn't work
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[ "Indeed, thanks for the clear issue. The `subfolder` argument is not properly passed along in the utils that get the tokenizer config, and since that tokenizer config is then not found, `AutoTokenizer` then tries to find a config (which does not exist here).\r\n\r\nWill send a fix shortly." ]
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### System Info - `transformers` version: 4.23.1 - Platform: Linux-5.4.0-131-generic-x86_64-with-glibc2.31 - Python version: 3.9.5 - 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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20,107
Fix tapas scatter
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# What does this PR do? Fix tapas scatter
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20,106
Give `t5` the `prune_heads`
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[ "Hi @ArthurZucker ,let's try this one!\r\n", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20106). All of your documentation changes will be reflected on that endpoint.", "Hi @ArthurZucker , I have passes the test!\r\n", "Hi @ArthurZucker , this version is clean. C...
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# What does this PR do? Give `t5` the `prune_heads` #19975 <!-- 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 contribut...
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20,105
default value for default_label_names incorrectly causes has_label in trainer.py to be true
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[ "Thanks for opening this issue. Could you please explain which code sample stopped working for you with this change?", "This is using `do_eval` in our own code `run_mrc.py` in our PrimeQA code base: https://github.com/primeqa/primeqa/tree/main/primeqa/mrc However, I believe this issue will happen in any instance ...
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### System Info - `transformers` version: 4.24.0 - Platform: Linux-4.18.0-372.26.1.el8_6.x86_64-x86_64-with-glibc2.17 - Python version: 3.8.13 - Huggingface_hub version: 0.10.1 - PyTorch version (GPU?): 1.11.0+cu113 (False) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not inst...
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20,104
Adding chunking for whisper (all seq2seq actually). Very crude matching algorithm.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20104). All of your documentation changes will be reflected on that endpoint.", "> Thanks for working on this. Not sure if the PR is ready for (at least core maintainer) review yet?\r\n\r\nYup sorry it was slightly early fo...
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# What does this PR do? This adds `chunk_length_s` to `seq2seq` algorithms. ## Approach Since we have no way of finding a matching between output and input with `seq2seq` this is an alternative route. This runs the pipeline on the various chunks and finds all generated output. Then it tries to find the lo...
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20,103
Fix generate_dummy_inputs for ImageGPTOnnxConfig
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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? `ImageGPT` ONNX tests fail with ```bash TypeError: __call__() takes 2 positional arguments but 3 were given ``` This is due to the way of calling `preprocessor(input_image, framework)` is not working with the changes introduced in Image Process PR #19796. This PR updates the callin...
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20,102
Can't load FSMT model after resizing token embedding
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[ "Thanks for the clear reproducer. Looking at the code, it looks like FSMT in general does not properly support the `resize_token_embeddings` API: it's not using the same config names for the vocab size (easily fixable) but also the method resizes both the encoder and decoder embeddings and in this case, it should o...
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### System Info **Environment info:** - transformers: 4.19.2 - Platform: Linux elementary OS 6.1 Jólnir - Python version: 3.8.10 - PyTorch version: 1.12.1+cu113 - Using GPU in script?: No - Using distributed or parallel set-up in script?: No @stas00 ### Who can help? @stas00 ### Expected behavior /...
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Replace scatter operations in TAPAS by native PyTorch
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[ "@NielsRogge I would love to pick up this issue from where you left if that is okay for you", "Awesome, feel free to take over my branch and see whether you can make all tests pass", "@Bearnardd Thank you!\r\n\r\nYou can start from this (updated) branch/PR (which is updated with the `main` branch with a tiny fi...
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### Feature request TAPAS (my first 🤗 contribution 😄 ) still relies on the [torch_scatter](https://github.com/rusty1s/pytorch_scatter) library, as the model uses some scatter operations on tensors. Back then PyTorch didn't have these operations available. Now they have: https://pytorch.org/docs/stable/generated...
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Fix MaskformerFeatureExtractor
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20100). 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_20100). All of your documentation changes will be re...
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# What does this PR do? This PR fixes MaskFormer's feature extractor. PR #18997 introduced a bug which made the feature extractor create the same binary mask for all segments/instances in an image, hence making it impossible to fine-tune the model. This PR fixes it and makes sure the model can be properly fine-t...
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Add RetroPrompt in research_projects as example
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20099). All of your documentation changes will be reflected on that endpoint.", "Hi there! Thanks for using Transformers in your research!\r\nIt looks like your proposed example contains too many modifications of the librar...
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# What does this PR do? - This PR adds example code for NeurIPS 2022 paper "[Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning](https://arxiv.org/pdf/2205.14704.pdf)" using huggingface's `transformers` library. - The folder `GLUE_task` includes three single sentence tasks (SST-2, MR, CR), ...
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20,098
Skip 2 tests in `VisionTextDualEncoderProcessorTest`
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# What does this PR do? These 2 tests in `VisionTextDualEncoderProcessorTest` will be fixed when we add the new `AutoImageProcessor`. Current error is ```bash AttributeError: 'NoneType' object has no attribute 'from_dict ```
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README in Hindi 🇮🇳
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hello @sgugger, we are good to go?\r\n ", "Done." ]
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# What does this PR do? Fixes PR #19903
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Generate: move generation_*.py src files into generation/*.py
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# What does this PR do? Moves `generation_*.py` source files into `generation/*.py`. I tried a few slow tests locally, no problems were raised. ⚠️ the link to the docs seems broken, can't validate their correctness 🤔
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Transformers documentation translation to Chinese (Simplified)
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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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CONTRIBUTOR
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Hi! Let's bring the documentation to all the Chinese-speaking community :) Who would want to translate? Please follow our [TRANSLATING guide](https://github.com/huggingface/transformers/blob/main/docs/TRANSLATING.md). Here is a list of the files ready for translation. Let us know here if you'd like to translate a...
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[Don't merge] Check CircleCI against PyTorch 1.13
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20094). All of your documentation changes will be reflected on that endpoint." ]
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COLLABORATOR
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# What does this PR do? **[Don't merge]** Check CircleCI against PyTorch 1.13
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docs: Replace unsupported `facebookresearch/bitsandbytes`
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# What does this PR do? * Replace unsupported https://github.com/facebookresearch/bitsandbytes with https://github.com/TimDettmers/bitsandbytes, which is by the same author and still being maintained and updated. For reference, the latter repository is the one mentioned in your blog post https://huggingface.co/blog/...
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[wip doc buidler test]
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20092). 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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OWL-ViT training / fine-tuning code
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[ "cc @alaradirik ", "Hi @ekazakos, thanks for the suggestion! And yes, we are planning to integrate it to transformers shortly.\r\n\r\n@sgugger @NielsRogge in the paper, authors first train a base CLIP model using an image size of 224 × 224 and then resize the image position embeddings with linear interpolation to...
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### Feature request Hi, I've noticed that recently Google Research added the training and fine-tuning code for OWL-ViT in Scenic. Are you planning to integrate it in HuggingFace Transformers? Thank you!
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Fix overflow images in layoutxlm and layoutlmv2
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20090). 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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# 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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20,089
Regression: TorchIterableDataset doesn't have __len__
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[ "Thanks for opening the issue. What exactly is the regression here? On which version of Transformers did it work and when did it stop working?\r\n\r\nAs the error clearly states (copying the full error message would be helpful by the way), you need to use `max_steps` in your training arguments instead of `num_train...
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### System Info - `transformers` version: 4.24.0 - 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 (False) - Tensorflow version (GPU?): 2.9.2 (False) - Flax version (CPU?/GPU?/TPU?): not installed (NA) ...
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docs: Resolve many typos in the English docs
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# What does this PR do? * Fixes typo in `python -m transformers.onnx --help`. * Fixes many typos in the English documentation via `codespell`. - [x] This PR fixes a typo or improves the docs ## Who can review? Documentation: @sgugger - Tom Aarsen
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docs: Fixed variables in f-strings
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Done & done!", "Thanks again for your contribution!" ]
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# What does this PR do? Fixes unknown variables in some documentation code blocks' f-strings. - [x] This PR fixes a typo or improves the docs ## In addition... The following code block, which can be found at https://huggingface.co/docs/transformers/custom_models#writing-a-custom-model & [custom_models.mdx](ht...
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autogenerated files based on vit model
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[ "I opened a pull request in the library when I was supposed to do it directly in the fork. Closing this one and doing it in my fork" ]
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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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ZeroDivisionError: integer division or modulo by zero
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[ "Full error log\r\n```\r\n File \"/data/min.ming/project_user_gender_optimization/main/model_further_pretrain.py\", line 437, in <module>\r\n main()\r\n File \"/data/min.ming/project_user_gender_optimization/main/model_further_pretrain.py\", line 411, in main\r\n train_result = trainer.train(resume_from_che...
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### System Info - `transformers` version: 4.21.1 - Platform: Linux-4.15.0-42-shopee-generic-x86_64-with-glibc2.23 - Python version: 3.9.7 - Huggingface_hub version: 0.2.1 - PyTorch version (GPU?): 1.12.1+cu102 (True) - Tensorflow version (GPU?): 2.7.0 (True) - Flax version (CPU?/GPU?/TPU?): not installed (NA) ...
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