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https://api.github.com/repos/huggingface/transformers/issues/19482
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19,482
Fix whisper for `pipeline`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Before we merge here, let's try to have the following tests working:\r\n\r\n- Automatic pipeline tests for dummy whisper model (as discussed offline) \r\n- 2 slow pipeline tests (one for speech recognition, one for speech translation...
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# What does this PR do? After the merge of #19378 , the feature extractor does not work with the `pipeline` function. This PR is the same as #19385.
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19,481
Making Lxmert Tokenizer independent from bert Tokenizer
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# What does this PR do? Fixes #19303 @sgugger can you review this PR?
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19,480
[INT8] BLOOM series model loading back issue
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[ "Maybe @sgugger has some insights", "It's hard to know which part fails without the whole traceback. I suspect it's when we set the default dtype to `torch_dtype`, which only works for floating dtypes. If that's the case, there is a probably a workaround possible by only setting the default dtype when the `torch_...
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### System Info 8x A100 GPUs with CUDA 11.3 driver ### Who can help? _No response_ ### Information - [ ] The official example scripts - [x] My own modified scripts ### Tasks - [x] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own task or dataset (give details below) ##...
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19,479
Fix `OPTForQuestionAnswering` doctest
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# What does this PR do? The checkpoint has no QA head, so we need to set seed and change the expected values.
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19,478
openai whisper ASR pytorch to tflite
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[ "@patrickvonplaten @sgugger @amyeroberts @ArthurZucker :Could anyone of you help me on this ?", "Below notebopok generates tflite file ,however i have not validated with real speech input \r\nhttps://colab.research.google.com/github/usefulsensors/openai-whisper/blob/main/tflite_from_huggingface_whisper.ipynb", ...
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### Model description I'm trying to figure out how to create tflite models(int8/float32 ) for OpenAI->Whisper ASR model (Tiny.en.pt) Somehow below generated tflite file getting crashed while running inference https://colab.research.google.com/github/usefulsensors/openai-whisper/blob/main/tinynn_pytorch_to_tflite_in...
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19,477
Adding the state-of-the-art contrastive search decoding methods for the codebase of generation_utils.py
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger @patrickvonplaten context: this is the implementation by the authors of [this NeurIPS paper](https://arxiv.org/abs/2202.06417), as first proposed in #19182 -- a new generation strategy with very interesting results!", "Hi,...
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CONTRIBUTOR
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# Adding the state-of-the-art contrastive search decoding method for the `generation_utils` codebase <!-- 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 ref...
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19,476
[REIMPLEMETATION] Vision encoder decoder Onnx conversion
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19476). All of your documentation changes will be reflected on that endpoint.", "Hi @WaterKnight1998 thanks for your PR! \r\n\r\nIndeed PR #19254 splits the model in separate encoder / decoder pieces, which differs to other...
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# What does this PR do? This PR is a reimplementation of Vision Encoder Decoder Onnx conversion as a Seq2Seq Model like documentation explains: [Encoder-decoder models inherit from OnnxSeq2SeqConfigWithPast](https://huggingface.co/docs/transformers/v4.22.2/en/main_classes/onnx#transformers.onnx.OnnxSeq2SeqConfigWith...
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19,475
[Swin] Replace hard-coded batch size to enable dynamic ONNX export
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[ "_The documentation is not available anymore as the PR was closed or merged._", "(a bit off-topic, but still related question)\r\n\r\nViewing the issue and the fix provided this PR, I was thinking we would have a lot of the same errors due to this `hard-coded batch size`. However, when I check `bert`:\r\nhttps://...
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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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19,474
Sample method doesn't work for mt5 architecture
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[ "moreover, if I try to use generate with num_beams=1 and do_sample=True as it says in documentation, I got really weird scores:\r\n\r\n\r\ninp = batch # result of next(item(torch.utils.Dataloader))\r\n\r\ngenerate_results = model.generate(\r\n input_ids=inp['input_ids'].to(model.device),\r\n ...
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### System Info - `transformers` version: 4.21.3 - Platform: Linux-5.4.0-122-generic-x86_64-with-debian-buster-sid - Python version: 3.7.12 - Huggingface_hub version: 0.10.0 - PyTorch version (GPU?): 1.8.1+cu111 (True) - Tensorflow version (GPU?): 2.10.0 (True) - Flax version (CPU?/GPU?/TPU?): not installed (N...
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19,473
Fix `XGLMModelLanguageGenerationTest.test_batched_nan_fp16`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger OK, let me check if I can do something for (not a real) weights defined by\r\n\r\n```python\r\nself.register_buffer(\"weights\", emb_weights)\r\n\r\n```" ]
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COLLABORATOR
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# What does this PR do? #18057 added this test to test running with fp16. However, `from_pretrained(model_name, torch_dtype=torch.float16` seems **not able to change the dtype** for weights registered below: https://github.com/huggingface/transformers/blob/a7bc4221c0c09857b30ac467e7de86d3f5a7c482/src/transformer...
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19,472
Update `WhisperModelIntegrationTests.test_large_batched_generation`
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COLLABORATOR
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# What does this PR do? Update the expected values for `WhisperModelIntegrationTests::test_large_batched_generation`. It is probably due to the different GPUs used. See currently failing test [here](https://github.com/huggingface/transformers/actions/runs/3212658214/jobs/5251735170).
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19,471
Suppress warning when using `DataCollatorForSeq2Seq`
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[ "cc @sgugger ", "Could you post a clear reproducer of the issue? Thanks a lot!", "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...
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### Feature request When using a fast tokenizer in the `DataCollatorForSeq2Seq`, currently the following warning is printed ``` You're using a T5TokenizerFast tokenizer. Please note that with a fast tokenizer, using the `__call__` method is faster than using a method to encode the text followed by a call to the...
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CLI: add import protection to datasets
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# What does this PR do? Add import protection to datasets -- I've seen two or three recent issues where the authors can't post their env due to `datasets` failing to import on `pt-to-tf` ([example](https://github.com/huggingface/transformers/issues/19445))
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19,469
Fix `FlaubertTokenizer.__init__`
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# What does this PR do? There was a tiny error in #19330 ```python do_lowercase=do_lowercase**kwargs, ```
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19,468
Add warning in `generate` & `device_map=auto` & half precision models
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[ "Thanks for the feedback @Narsil ! \r\n\r\nRegarding `accelerate` I am unsure about the magic that happens there and if it is fixable without breaking anything. If there is something I can fix from `accelerate` happy to open a PR there! Gently pinging @sgugger and @muellerzr to see how we can fix that from `acceler...
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# What does this PR do? This PR fixes mainly 2 issues that are : - https://github.com/TimDettmers/bitsandbytes/issues/42 - https://github.com/huggingface/transformers/issues/19445 This issue seems to be unrelated to `bitsandbytes` 8-bit models but slightly more tricky than that. When instantiating a model usi...
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19,467
Redundant normalisation of image and text features in OWL-ViT
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[ "Hi @ekazakos, you're right but the image embeddings are not normalized twice. `OwlViTModel.forward()` is called within `OwlViTForObjectDetectiob.image_text_embedder()` with `return_base_image_embeds=True`. This assures that we can retrieve both the umodified CLIP (OwlViTModel) embeddings and logits using the norma...
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### Who can help? @alaradirik ### Issue description Hi, Thank you for the codebase! As the title suggests, I think that in `modeling_owlvit.py` the image and text features are normalised twice while in the original codebase from Google Research they are normalised only once. In particular, in `modeling_owl...
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19,466
Fix doctests for `DeiT` and `TFGroupViT`
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# What does this PR do? For `DeiT`: The parameter initialization is changed for some models in #19341. This can affect some tests where a checkpoint without head is used (so randomly initialized head). cc @alaradirik For `TFGroupViT`: We loved PyTorch too much (or not enough?) and want to use it in TensorFlow --...
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19,465
Update PT to TF CLI for audio models
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> This was causing the conversion script to throw exceptions with Whisper, correct?\r\n\r\n@gante Exactly. I modified it locally to push the weights to the hub. This PR is a tidier version of the changes I made i.e. not breaking it f...
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# What does this PR do? Fixes small issues which prevented converting checkpoints for the whisper model with the pt-to-tf CLI. * `"raw_speech"` -> `"audio"`: updates the name of the inputs fed to the processor. This reflects the deprecation of `raw_speech` in [the audio processors](https://github.com/huggingfac...
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19,464
Update Marian config default vocabulary size
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Looks like a bugfix to me if the model cannot be instantiated. Looks good to me." ]
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MEMBER
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# What does this PR do? Fixes #19296 Looking at existing Marian models, their vocabulary size is set to pad token id + 1 ([example](https://huggingface.co/Helsinki-NLP/opus-mt-de-en/blob/main/config.json#L59)). This PR modifies the default vocabulary size such that a) it doesn't throw exceptions (must be > pad t...
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19,463
[WIP] Add MANTa-LM
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[ "We're looking forward to it, @NathanGodey!\r\n\r\nI'm pinging @ArthurZucker and @sgugger to make sure it's on their radar even if the implementation isn't ready to review. Let us know when you'd like for us to jump in and help!", "This issue has been automatically marked as stale because it has not had recent ac...
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# Implement the MANTa-LM model (upcoming paper) ## 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#start-contributing-pull-re...
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19,462
missing double slash in link
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19462). All of your documentation changes will be reflected on that endpoint." ]
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Correcting the missing double slash in the community's notebook link
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Fix `TFGroupViT` CI
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi @Rocketknight1 \r\n\r\nThere is an test failure `FAILED tests/models/groupvit/test_modeling_tf_groupvit.py::TFGroupViTTextModelTest ::test_saved_model_creation_extended`, see the error below. It happens at\r\n\r\n```python\r\nmode...
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COLLABORATOR
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# What does this PR do? Fix 3 `TFGroupViT` CI failures. There is a remaining one `FAILED tests/models/groupvit/test_modeling_tf_groupvit.py::TFGroupViTTextModelTest ::test_saved_model_creation_extended` which I think @Rocketknight1 will know better.
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19,460
TF: TFBart embedding initialization
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# What does this PR do? ### Context We were initializing the embeddings as `TFSharedEmbeddings(config.vocab_size, config.d_model, config.pad_token_id, name="model.shared")`. Notice the 3rd argument, the pad token id, which is the 3rd argument in `nn.Embedding`. However, for `TFSharedEmbeddings`, [the 3rd argument i...
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19,459
corrected not woking link.
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[ "@sgugger sir could you review this up. ", "@julien-c if u could check this up then please check it once.\r\n", "@amyeroberts mam if u r free then please u check. or anyone who is free please check.", "Hi @YOGENDERSS , I think this PR is a duplicate from mine https://github.com/huggingface/transformers/pull/1...
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NONE
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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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1,403,168,171
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19,458
fix warnings in deberta
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@LysandreJik any thoughts?" ]
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# What does this PR do? In recent torch versions, the following warning is thrown on the deberta code: ``` UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor). p2c_att ...
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19,457
Add docstrings for canine model
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[ "cc @ydshieh ", "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/...
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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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19,456
Original image from Trocr Processor
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[ "Hi,\r\n\r\nThis question is answered on our forum: https://discuss.huggingface.co/t/get-original-image-from-trocr-processor/24224/2" ]
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NONE
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Hi [@NielsRogge, I am following your TrOCR finetuning with PyTorch but I have two questions: The processor resizes the image from 1700 x 134 to 384 x384, 1) is there a way to maintain the height of the original image or even use a custom dimension for training, eg. 512 x 134. and 2) is there a way to get the original i...
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19,455
Extend `nested_XXX` functions to mappings/dicts.
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thank you for your feedback @sgugger . \r\nSuggestions and style applied!", "Thanks a lot!" ]
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CONTRIBUTOR
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Extended `nested_XXX` trainer pt utility functions to work with mappings (dict, OrderedDict, etc.) Some classes that are modeling the models' outputs, inherit from `ModelOutput` which at turn is an `OrderedDict`. Currently, when applying these `nested_XXX` functions to these models ouputs the code fails with an erro...
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19,454
Fix TF batch norm momentum and epsilon values
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COLLABORATOR
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# What does this PR do? Updates momentum values for TF batch norm layers to match the pytorch models'. The momentum value for PyTorch and TensorFlow batch normalization layers is not equivalent, as pointed out by @mathieujouffroy [here](https://github.com/huggingface/transformers/pull/18597#issuecomment-12633817...
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19,453
Added support for multivariate independent emission heads
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[ "_The documentation is not available anymore as the PR was closed or merged._", "indeed! Somehow i do not get this failing test locally... any idea what could be wrong?", "thank you!\r\n" ]
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CONTRIBUTOR
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# What does this PR do? This adds support for multivariate independent emission heads to the time series transformer model.
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19,452
Different behaviour of AutoTokenizer and T5Tokenizer
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[ "When you're using `T5Tokenizer`, you're loading the slow version. When using `AutoTokenizer`, you're loading the fast version by default. \r\n\r\nUnfortunately, due to a difference in implementation, the fast and slow tokenizer can have some differences.\r\n\r\nPinging @SaulLu and @ArthurZucker for knowledge", "...
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CONTRIBUTOR
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### System Info - `transformers` version: 4.22.2 - Platform: Linux-5.4.209-129.367.amzn2int.x86_64-x86_64-with-glibc2.26 - Python version: 3.9.13 - Huggingface_hub version: 0.10.0 - PyTorch version (GPU?): 1.12.1+cu102 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not ...
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19,451
Fix repo names for ESM tests
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This should cause ESM tests to stop erroring out all the time! Cc @amyeroberts @sgugger
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19,450
Add LiLT
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# What does this PR do? This PR adds LiLT, a simple way to extend LayoutLM to any language that has a pre-trained RoBERTa checkpoint. To do: - [x] setup new organization, transfer checkpoints - [x] make tests faster - [x] remove is_decoder logic
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[WIP] Fix weights initialization of several vision models
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19449). 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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CONTRIBUTOR
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# What does this PR do? This PR is a follow-up of #19341, to make sure weights are properly initialized when training vision models from scratch.
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OWL-ViT
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[ "Hi Francesco, this feature was already asked and a PR to add this feature can be found here: #18891 ", "nice, thanks @NielsRogge " ]
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### Feature request Dear all, It looks like [OWL-ViT](https://huggingface.co/docs/transformers/model_doc/owlvit) doesn't support image conditioned detection. ### Motivation Image conditioned detection is the most appealing feature of this model ### Your contribution No, just pointing this out. Thanks
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T5ForConditionalGeneration output differently with the same batch input
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[ "Hi @CaffreyR πŸ‘‹ \r\n\r\nCan you share a snippet where I can fully reproduce the issue locally? Also -- am I right in saying that the issue is that the exact same input might result in different outputs, using `model.generate()`?", "Hi @gante , thanks for your kind reply. \r\nSorry but the full code has not been ...
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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: not ...
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Add LongT5 to AutoConfig
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[ "Hey @robbohua -- I can run the script you shared without problems on my end. What version of `transformers` are you using? :)", "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 th...
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### System Info config = AutoConfig.from_pretrained("google/long-t5-local-base") gives a KeyError: 'longt5' I am trying to run this as it's part of SentenceTransformer package when initialising a search model - could longT5 be added to AutoConfig? ### Who can help? _No response_ ### Information - [X] The...
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Anything but plain "greedy" search "not implemented for 'Half'"
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[ "Hey @auwsom ! \r\nThanks for your message! Indeed it would be better to support all the possible sampling procedures for 8-bit models πŸ’ͺ \r\nThere is definitely something around half-precision logits and `generate` that needs a closer look! \r\nAlso this seems to be a duplicate of https://github.com/TimDettmers/bi...
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### System Info `transformers-cli env`= ``` Traceback (most recent call last): File "/home/user/.local/bin/transformers-cli", line 5, in <module> from transformers.commands.transformers_cli import main File "/home/user/.local/lib/python3.10/site-packages/transformers/commands/transformers_cli.py", line 24...
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Syntax issues (lines 126, 203) Documentation: @sgugger
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks a lot for your contribution!" ]
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# What does this PR do? Syntax issues (lines 126, 203) <!-- 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. ...
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Attention mask fixed. Documentation: @sgugger
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19443). All of your documentation changes will be reflected on that endpoint.", "Same as your other PRs, there is an issue with your CircleCI permissions, the tests won't run.\r\nCould you try refreshing your permissions as...
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# What does this PR do? * Attention mask fixed (line 217) * typo fixed (paragraph 326) <!-- 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 ex...
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Syntax issues Documentation: @sgugger
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# What does this PR do? Syntax issues (lines 497, 526) <!-- 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. ...
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[WIP] Add type hints for Lxmert (TF)
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@Rocketknight1 Is there anything else I need to add to this PR?", "@elusenji No, sorry! I meant to merge it after the tests passed but lost track of it yesterday. Doing it now, and thanks again!" ]
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# What does this PR do? This PR adds type hints to the Lxmert model for TensorFlow. Models: Lxmert: @LysandreJik
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Backtick fixed (paragraph 68) Documentation: @sgugger
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# What does this PR do? * Backtick fixed (paragraph 68) <!-- 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....
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Wrap VisualBERT integration test forward passes with torch.no_grad()
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# What does this PR do? As proposed in issue #14642, this PR wraps forward passes in VisualBERT integration tests with torch.no_grad(). This way, no unnecessary gradients are computed during inference. ## Before submitting - [ ] This PR fixes a typo or improves the docs. - [X] Did you read the [contributor guid...
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Wrap RoFormer integration test forward passes with torch.no_grad()
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# What does this PR do? As proposed in issue #14642, this PR wraps forward passes in RoFormer integration tests with torch.no_grad(). This way, no unnecessary gradients are computed during inference. ## Before submitting - [ ] This PR fixes a typo or improves the docs. - [X] Did you read the [contributor guidel...
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19,437
Syntax issues (paragraphs 122, 130, 147, 155) Documentation: @sgugger
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# What does this PR do? * Syntax issues (paragraphs 122, 130, 147, 155): `preentramiento` > `preentrenamiento` * semantic issue (paragraph 220 & 232 & 252) <!-- 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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19,436
Fixed duplicated line (paragraph #83) Documentation: @sgugger
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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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19,435
Make ViltModel forward method arguments (inputs_embeds and image_embeds) consistent
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[ "Hi,\r\n\r\nThanks for reporting. I'm afraid we can't change it for backwards compatibility reasons, as people might have already used `image_embeds` with the way it is implemented now. Cc'ing @sgugger to confirm", "Indeed. The documentation can be clarified however, to make this less surprising to users.", "ma...
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### Feature request The inputs_embeds arguemnt in Vilt expects the word embeddings (which is [cls_token_emb, token_embs, sep_token_emb]) of the input without adding the pos or token_type embs yet, while the image_embeds argument expects the processed embeddings [cls_token_emb, patch_embs] + pos_embs + token_types , ...
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19,434
Fixed a non-working hyperlink in the README.md file
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@MikailINTech will close this then. sorry buddy", "> The link is just a missing double slash, could you please just fix that? Your fix includes some metadata that is not useful.\r\n\r\nSorry ! fixed" ]
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The hyperlink to the community notebooks was outdated.
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Tranformers documentation translation to Italian #17459
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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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Removed XLMModel inheritance from FlaubertModel(torch+tf)
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[ "Hi @sgugger I am failing some tests, can you please help me with this?", "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger Hi. esm model test is failing but I am not able to figure out why. Can you please help?\r\n", "Arf, sorry I misled you. The copied from came from ...
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# What does this PR do? related to #19303 Removed XLMModel inheritance from FlaubertModel for pytorch and tensorflow ## 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/hugg...
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19,431
Make bert_japanese and cpm independent of their inherited modules
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Not going to let some hash collision stop me from publishing something that passes everything else.\r\n\r\nOf note, I actually removed a test from the japanese test suite that appeared to be checking to make sure that it was inheriti...
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# What does this PR do? Another step towards completion of #19303 <!-- 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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19,430
Create TF port of BigBird
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### Model description [BigBird](https://arxiv.org/abs/2007.14062) is an open source transformer model architecture for longer sequences, and is implemented in the Transformer library already in PyTorch and Flax, but not yet in TensorFlow. This issue tracks the implementation of a TensorFlow version of the model. ### ...
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fixed grammatical omissions and fixed typos.
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[ "This PR fixes a typo or improves the docs.", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19429). All of your documentation changes will be reflected on that endpoint.", "@sgugger could you please review this sir.", "@codePerfectPlus sir could you please review i...
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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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19,428
Small fix for `AutoTokenizer` using opt model. Use `GPT2TokenizerFast`
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# What does this PR do? This PR allows to use GPT2TokenizerFast for OPT when using from_pretrained method of AutoTokenizer. I checked that both give the same thing after my change. ``` from transformers import AutoTokenizer tokenizer_slow = AutoTokenizer.from_pretrained("facebook/opt-350m", use_fast=False) >...
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19,427
Adding the README_es.md and reference to it in the others files readme
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sguggerI think it's done! :smiley: , If there is something else,tell me", "@osanseviero I have read and accept the suggestions you make, only few small mistakes that i commented.Thanks a lot for answering so fast!", "Hey there!...
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# What does this PR do? This PR addede the readme.md file in spanish version and updated the other readme files to reference it correctly. I made this because you have the docs in spanish lenguage but no readme was in spanish <!-- Congratulations! You've made it this far! You're not quite done yet though. Once ...
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made tokenization_roformer independent of bert
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Gently pinging @sgugger @ArthurZucker for re-distribution here ", "Will take care of it πŸ‘", "Don't worrk @ArthurZucker I'll review :-) This is linked to #19303 and I should have been tagged, not Patrick :-)", "@sgugger when I ...
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CONTRIBUTOR
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# What does this PR do? Relates to issue #19303 <!-- 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. T...
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I_kwDOCUB6oc5Tj2tR
19,425
Error while converting BigBirdPegasus tensorflow checkpoints into pytorch model using "convert_bigbird_pegasus_tf_to_pytorch.py"
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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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Hi, I want to covert TensorFlow checkpoints generated from training a BigbirdPegasus model for the summarization task into a PyTorch model using the prepared script for it (i.e., "convert_bigbird_pegasus_tf_to_pytorch.py") which is located in the following URL: https://github.com/huggingface/transformers/tree/main/...
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PR_kwDOCUB6oc5AbeqG
19,424
Fix typo in image-classification/README.md
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Fix link typo of the following content. PyTorch version, Trainer PyTorch version, no Trainer # What does this PR do? Fixes a typo ## Who can review? @sgugger @NielsRogge 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 ...
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19,423
Error while running deepseed in dreambooth
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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 NotImplementedError: Could not run 'xformers::efficient_attention_forward_generic' with arguments from the 'CUDA' backend. ### Who can help? _No response_ ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples...
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19,422
this error occurs how to fix it
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[ "Hey @rajatj86, it's unfortunate that this issue occurs. Unless you have important data in your Hugging Face cache, I would advise removing it.\r\n\r\nOtherwise, please update both your `transformers` and `huggingface_hub` versions and post the message here, as it should contain more information.\r\n\r\nThank you!\...
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torchvision\io\image.py:13: UserWarning: Failed to load image Python extension: torch\_jit_internal.py:751: UserWarning: Unable to retrieve source for @torch.jit._overload function: <function _DenseLayer.forward at 0x0000024B8516D550>. warnings.warn(f"Unable to retrieve source for @torch.jit._overload function: {func}....
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PR_kwDOCUB6oc5AbYkT
19,421
Remove GPT-2 tokenizer dependancy from Deberta Tokenizers
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi @sgugger \r\nPlease review the above PR when you get a moment.", "I raised a Clean PR #19551 for this work will close once that is merged, @sgugger Please review " ]
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CONTRIBUTOR
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# What does this PR do? Hi @sgugger Related to #19303 , - the GPT2Tokenizer dependency has been removed from DebertaTokenizer - the GPT2TokenizerFast dependency has been removed from DebertaTokenizerFast I ran` pytest tests/models/deberta/test_tokenization_deberta.py` which passed Thanks for reviewing! <!...
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I_kwDOCUB6oc5Tjeny
19,420
Load config error, permission denied and EnvironmentError
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[ "Hello! It seems like you don't have read access into the cache generated by huggingface?\r\n\r\nYou're getting a permission denied to read the file.", "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 th...
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### System Info _libgcc_mutex 0.1 main https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main _pytorch_select 0.2 gpu_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main aiohttp 3.8.3 pypi_0 pypi ...
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19,419
Stacktrace migrating cache opening OpenAI Whisper
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[ "Hey @danielzgtg πŸ‘‹ \r\n\r\nI believe it is the same issue as in https://github.com/huggingface/transformers/issues/19384, with the same resolution as listed there -- it should be fixed today/tomorrow, with the new release of `transformers`\r\n\r\nMeanwhile, you may be able to get rid of that error if you install `...
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### System Info ``` (venv) home@daniel-tablet1:~/PycharmProjects/whisper$ transformers-cli env Traceback (most recent call last): File "/home/home/PycharmProjects/whisper/venv/bin/transformers-cli", line 5, in <module> from transformers.commands.transformers_cli import main File "/home/home/PycharmProje...
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19,418
T5ForConditionalGeneration checkpoint size mismatch
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[ "Hey @msamogh πŸ‘‹ \r\n\r\nTo explain why there is a mismatch, we would need to know exactly how the model was trained :) However, the most important part -- you may be able to load the checkpoint with these two strategies:\r\n1. Load the model architecture from the same configuration as your trained model\r\n2. Afte...
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### System Info ## Error Description I trained a `T5ForConditionalGeneration` model and saved the checkpoint using PyTorch Lightning's Trainer to a `.ckpt` file. But when I try to load back the state_dict using `model.from_state_dict()`, I get this error: ```python RuntimeError: Error(s) in loading state_dict for T...
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19,417
Make `MobileBert` tokenizers independent from `Bert`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19417). All of your documentation changes will be reflected on that endpoint.", "Hi @501Good, as you can see, your rebase has messed the diff on Git a little. Could you open a fresh PR from your branch?", "Hi @sgugger, so...
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CONTRIBUTOR
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# What does this PR do? Copied the code from `Bert` tokenizers into `MobileBert` tokenizers to make the latter self-contained. Fixes #19303 ## 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 guidel...
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19,416
Wrap TAPAS integration test forward passes with torch.no_grad()
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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? This PR wraps forward passes in TAPAS integration tests with `torch.no_grad()`, as proposed in issue #14642. This avoids the computation of unnecessary gradients during inference. ## Before submitting - [ ] This PR fixes a typo or improves the docs. - [X] Did you read the [contributor guid...
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19,415
fix misspelled word in ensure_valid_input docstring
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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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This PR fixes misspelled docstring for `ensure_valid_input` function in `convert_graph_to_onnx.py`. Fixes https://github.com/huggingface/transformers/issues/19362
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Wrap ImageGPT integration test forward passes with torch.no_grad()
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# What does this PR do? As proposed in issue #14642, this PR wraps forward passes in ImageGPT integration tests with torch.no_grad(). This way, no unnecessary gradients are computed during inference. ## Before submitting - [ ] This PR fixes a typo or improves the docs. - [X] Did you read the [contributor guidel...
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Wrap FNet integration test forward passes with torch.no_grad()
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# What does this PR do? As proposed in issue #14642, this PR wraps forward passes in FNet integration tests with torch.no_grad(). This way, no unnecessary gradients are computed during inference. ## Before submitting - [ ] This PR fixes a typo or improves the docs. - [X] Did you read the [contributor guideline]...
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Wrap FlauBERT integration test forward passes with torch.no_grad()
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# What does this PR do? This PR wraps forward passes in FlauBERT integration tests with `torch.no_grad()`, as proposed in issue #14642. This avoids the computation of unnecessary gradients during inference. ## Before submitting - [ ] This PR fixes a typo or improves the docs. - [X] Did you read the [contributor g...
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Remove dependency of Roberta in Blenderbot
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi @sgugger, I have now removed the global ` # Copied from` statements, and replaced them with Copied from statements to the individual methods that I am copying into the Blenderbot classes. This has resolved my earlier problem and n...
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Hi @sgugger, This PR looks to address https://github.com/huggingface/transformers/issues/19303: the RobertaTokenizer dependency has been removed from `BlenderbotTokenizer` and the RobertaFastTokenizer dependency has been removed from `BlenderbotTokenizerFast`. I did encounter an error when running `pytest tests/m...
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Removed Bert and XML Dependency from Herbert
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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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Clip device map
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[ "Looks good to me, pinging @sgugger \r\n\r\nWhat happened with your branch? :smile: ", "_The documentation is not available anymore as the PR was closed or merged._", "> Looks good to me, pinging @sgugger\r\n> \r\n> What happened with your branch? smile\r\n\r\nYeah sorry about this :sweat_smile: " ]
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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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Remove Dependency between Bart and LED (slow/fast)
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[ "@sgugger hopefully this does it?", "_The documentation is not available anymore as the PR was closed or merged._", "Just tried locally your PR and found the reason why we can't have a global copied from on the tokenizer (sorry I didn't spot it earlier): the `_pad` method is overwritten.\r\nSo instead we need t...
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# What does this PR do? Removes the dependency between LED and Bart ## Who can review? @sgugger
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Removed XML and Bert dependency from Herbert tokenizer
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19407). All of your documentation changes will be reflected on that endpoint.", "Hi there! Thanks a lot for working on this, but your PR shows a diff of 577 files when it should just be the two tokenizer file you are touchi...
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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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Decouples `XLMProphet` model from `Prophet`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger - the requested changes have all been done. Thanks for your review! " ]
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@sgugger , Per the issue #19303, the `Prophet` model dependency is removed from `XLMProphet` and it now directly inherits from `PretrainedModel`. - [As discussed in a different PR review](https://github.com/huggingface/transformers/pull/19346#discussion_r988069210) , I've moved some of the docstring examples t...
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Remove unneded words from audio-related feature extractors
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Lgtm thanks a lot πŸ‘" ]
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remove RobertaConfig inheritance from MarkupLMConfig
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Great work, thanks a lot! There is a typo in the docstring that is responsible for the failing test. I believe my suggestion should fix it :-)\r\n\r\nThank you for your suggestion.", "Thanks for your work on this!" ]
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# What does this PR do? Related to #19303 Removes `RobertaConfig` and `BertConfig` dependency from `MarkupLMConfig`. Even though `RobertaConfig` inherits from `BertConfig`, I have changed `MarkupLMConfig` to directly inherit from `PretrainedConfig`. Added the following arguments in `__init__`: - `bos_token_id...
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Remove dependency of Bert from Squeezebert tokenizer
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I see that my code currently fails the style and code consistency checks. When I run `make style`, it seems to change a lot of files and ones that I did not touch. Is this normal?\r\n\r\nI'm also trying to run `make repo-consistency`...
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Hi @sgugger, Fixes #19303, the BertTokenizer dependency has been removed from `SqueezeBertTokenizer` and the BertTokenizerFast dependency has been removed from `SqueezeBertTokenizerFast`. I ran `pytest tests/models/squeezebert/test_tokenization_squeezebert.py`, which passed. Thanks for reviewing this! :) ##...
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19,402
Add `OPTForQuestionAnswering`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Failures are unrelated to this PR, so merging :-)", "Hi @clementapa , \r\nWhile adding `OPTForQuestionAnswering` did you test if you were able to train (say, fine-tune on squad) a QA model for any of the opt variants? \r\n\r\nI am ...
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# What does this PR do? This PR adds `OPTForQuestionAnswering` in Transformers. The implementation is based on `BloomForQuestionAnswering` #19310. This introduces a new autoregressive model for question answering tasks in the library. <!-- Congratulations! You've made it this far! You're not quite done yet thoug...
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19,401
Adds DonutSwin to models exportable with ONNX
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_19401). All of your documentation changes will be reflected on that endpoint.", "> Hi @WaterKnight1998,\r\n> \r\n> Thanks for your PR. It looks clean.\r\n> \r\n> Nice catch for the `model-type` variable that could be tricky...
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# What does this PR do? Fixes #16308 ## Before submitting - [x] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section? - [x] Was this discussed/approved via a Github issue or the [forum](h...
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19,400
Removes `ProphetNet` config dependency from `XLM-ProphetNet` config
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@sgugger , Per the issue #19303, the `ProphetNet` config dependency is removed from `XLMProphetNetConfig` and it now directly inherits from `PretrainedConfig`. ## 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 ...
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19,399
`device_map="auto"` fails for GPT2 on CPU
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[ "Workaround: Don't use `device_map` on CPU 🀷🏻 ", "cc @sgugger ", "Yes, `device_map=\"auto\"` is not supported in CPU only environments.", "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\...
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### System Info Python 3.9, Mac, `transformers==4.21.3` ### Who can help? @patil-suraj, @patrickvonplaten, @LysandreJik ### Information - [ ] The official example scripts - [X] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own tas...
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Removed Bert and XML dependency from herbert
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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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19,397
Hyperparameter Sweep for Selection of Best Pre-trained 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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### Feature request Perhaps I have not been able to figure this out, but the way that the current hyperparameter_search function is set up is that it only allows you to pass in hyperparameters that are in the TrainingArguments. However, one key hyperparameter that we are not currently able to pass in the model type...
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Strange behavior of translation (text generation) pipelines
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[ "Hey @Fikavec πŸ‘‹ \r\n\r\nText generation can be very tricky, as you've just explained. The quality of the generated text (i.e. the translation) depends on two things: the model and the generation method.\r\n\r\nRegarding the model, my suggestion would be to use a larger model OR a model that contains a single langu...
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### System Info - `transformers` version: 4.22.2 - Platform: Linux-5.10.133+-x86_64-with-Ubuntu-18.04-bionic - Python version: 3.7.14 - Huggingface_hub version: 0.10.0 - PyTorch version (GPU?): 1.12.1+cu113 (True) - Tensorflow version (GPU?): 2.8.2 (True) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - Ja...
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XLMRobertaTokenizerFast Error
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[ "@SaulLu", "Maybe of interest to @ArthurZucker as well!", "Hi @elmadany\r\n\r\nThe conversion of a vocabulary coming from sentencepiece to a fast version of the tokenizer is indeed an operation which can take time, but it is an operation to be carried out only once because once loaded you can save the converted...
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### System Info I've created a new vocab using sentencePiece PBE, I trained an xlm-roberta-base from scratch using [run_mlm.py](https://github.com/huggingface/transformers/blob/main/examples/pytorch/language-modeling/run_mlm.py). When I tried loading the tokenizer using AutoTokanizer or XLMRobertaTokenizerFast it take...
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~7% drop in performance is noticed for huggingface GPT2 model
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[ "Hello @rraminen, could you mention the two versions of `transformers` between which you see the difference in performance?\r\nBy performance, do you mean performance in metrics or performance in processing power/speed of iteration?\r\nThank you.", "Hi @LysandreJik, thank you for your response. \r\n\r\nThe perfor...
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### System Info platform: ROCm AMD device python version: 3.7.13 There is a ~7% drop in performance noticed for huggingface GPT2 model after the IFU (https://github.com/ROCmSoftwarePlatform/transformers/pull/15) on https://github.com/ROCmSoftwarePlatform/transformers repository. @patil-suraj, @patrickvonplaten...
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Change link of repojacking vulnerable link
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Hello from Hacktoberfest :) # What does this PR do? The link to https://github.com/vasudevgupta7/bigbird is vulnerable to repojacking (it redirects to the orignial project that changed name), you should change the link to the current name of the project. if you won't change the link, an attacker can open the linked...
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Stop relying on huggingface_hub's private methods
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Updates the `move_cache` method to stop relying on `huggingface_hub`'s private methods.
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19,391
T5tokenizer.pre_trained("t5-small") is not callable whereas AutoTokenizer worked fine
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[ "Hi @mellow-d πŸ‘‹Β Having a popular project like `transformers` means we get many support and feature requests β€” if we want to maximize how much we help the community, the community has to help us stay productive πŸ™\r\n\r\nTo that end, please share a *short* script where the issue is clearly reproducible on *any* co...
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19,390
add ONNX support for swin transformer
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks \nGreat start on Huggingface, hope to keep contributing more. " ]
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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 great contribution. Then, please replace this wit...
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19,389
Fix gather for metrics in summarization example
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CONTRIBUTOR
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# What does this PR do? Fixes the failing test on the summarization no_trainer for now, eventually this API will be doable but it's not there yet :) Fixes # (issue) ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [ ] Did you rea...
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19,388
removed dependency on bart tokenizer(slow/fast) LED
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks a lot for the feedback! ill fix everything and open a brand new one. " ]
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# What does this PR do? removes the dependency between LED tokenizer and Bart's (slow version) Fixes # (issue) follows hugging's face philosophy of Do Repeat Yourself ## Who can review? @sgugger
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19,387
Documentation of Adafactor is at odds with Google implementations
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[ "Sorry I'll skip this, I'm not very well versed in that area.\r\n\r\nWhat led you to ping me if it's not too much to ask ? (Since maybe there are better people to ping here).", "hi @Narsil thanks and no worries! I didn't find a section on optimizers in the issue builder, so I pinged the people in the closest two ...
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### System Info - `transformers` version: 4.22.0 - Platform: Linux-5.4.0-126-generic-x86_64-with-glibc2.29 - Python version: 3.8.10 - Huggingface_hub version: 0.9.1 - PyTorch version (GPU?): 1.12.0+cu102 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (NA) -...
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19,386
Different Embeddings values on different OS
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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 Sentence Transformers Version - 2.2.0 Platform - Windows 10 Python Version - 3.8.5 I am trying to create word embeddings for a couple of words and the same embeddings are not getting generated on different OS machines. I have checked it on Windows and Linux machines. I am trying to perform clust...
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19,385
update attention mask handling
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Using the `pipeline` wrapper also works : `pipe = pipeline(\"automatic-speech-recognition\", model=\"openai/whisper-medium.en\", device=0)`. " ]
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COLLABORATOR
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# What does this PR do? Fixes error when using whisper with inference API. Working script : ```python >>> from transformers import WhisperForConditionalGeneration, WhisperProcessor, AutomaticSpeechRecognitionPipeline, , load_dataset, AutoModel >>> processor = WhisperProcessor.from_pretrained("openai/whisper-large") ...
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19,384
Download pretrained models from a new conda virtualenv with higher python version and higher transformers version
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[ "Thank you for the report @sujoung, looking into it.", "Indeed, this will be fixed once https://github.com/huggingface/transformers/pull/19244 is in a release (the release will likely be done Monday or Tuesday)", "This issue has been automatically marked as stale because it has not had recent activity. If you t...
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### System Info Old python==3.7 transformers==3.5.0 New python==3.9 transformers==4.22.2 ### Who can help? @LysandreJik, @NielsRogge Hello! Nothing really critical I think, but I stumbled upon this message so I share it here. Think this is some kind of legacy handling part, but it works fine. It is just...
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19,383
Run text-classification example with AdaHessian optimizer
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[ "Hello, thanks for opening an issue! We try to keep the github issues for bugs/feature requests.\r\nCould you ask your question on the [forum](https://discuss.huggingface.co) instead?\r\n\r\nThanks!\r\n\r\ncc @sgugger ", "> \r\n\r\nSorry for my misplaced post. I think the problem is solved. To be honest I just r...
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### System Info torch 1.12.1+cu113 transformers 4.23.0.dev0 ### Information - [ ] The official example scripts - [X] My own modified scripts ### Tasks - [X] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own task or dataset (give details below) ### Reprodu...
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