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https://api.github.com/repos/huggingface/transformers/issues/21586
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Race Condition when using Sagemaker Checkpointing and Model Repository
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[ "Thanks for diving into this and offering solutions! I think your plan sounds sensible, woudl you like to open a PR with it?", "> Thanks for diving into this and offering solutions! I think your plan sounds sensible, woudl you like to open a PR with it?\r\n\r\nyeah! I'll do that and submit a PR soon.", "**Updat...
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### System Info transformers version: 4.26.0 huggingface_hub version: 0.12.0 Platform: SageMaker pytorch version: 1.10.2+cuda113 ### Who can help? @sgugger ### Information - [ ] The official example scripts - [X] My own modified scripts ### Tasks - [ ] An officially supported task in the `examp...
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How to correct TypeError: zip argument #1 must support iteration training in multiple GPU
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[ "Hi @pratikchhapolika, without a full traceback of the errors, we can't tell if this is a `transfomers` issue or a issue in your custom modeling code.", "> Hi @pratikchhapolika, without a full traceback of the errors, we can't tell if this is a `transfomers` issue or a issue in your custom modeling code.\r\n\r\nT...
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I am doing a creating custom pytorch layer and model training using `Trainer API` function on top of `Hugging face` model. When I run on `single GPU`, it trains fine. But when I train it on `multiple GPU` it throws me error. `TypeError: zip argument #1 must support iteration training in multiple GPU` **Trainin...
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Update setup.py
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I was tweaking m4's `setup.py` with some goodies from here and saw a few minor improvements that could be made here: - clarify the license and description - add `jax` to the keywords - add recent python versions If anything doesn't fit please let me know and I will remove it.
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Correct Markdown bullets indentation
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This is a minor change to correct Markdown indentations of this file gpt2/CONVERSION.md
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Fix for non-contiguous label tensors in VisonEncoderDecoder
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@morganmcg1 - thanks for the fix! \r\n\r\nChange looks good to me, just two small things: \r\n* Could you give more details about the error e.g. a code snippet? This will help with documentation for future us to track and resolve any...
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# What does this PR do? Fixes loss calculation error due to non-contiguous label tensors, replaced `labels.view(-1)` with `labels.reshape(-1)` When passing a slice of a labels tensor to the `labels` argument the following error would get triggered: `RuntimeError: view size is not compatible with input tensor's s...
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[Flax] adding support for batch norm layers
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi @sanchit-gandhi, the PR is now ready for your review. I'm sorry if my previous ping was confusing since I mentioned it when the PR was in WIP. Next time, I will make sure to ping you only when it's ready for review. Thank you so m...
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# What does this PR do? Adding support for batch norm layers in flax. Several models like ResNets, MobileNets have BatchNorm layers which (for now) cannot be ported to HuggingFace Flax due to Flax requiring an extra `batch_stats` key along with `params` to perform training and inference. The changes here are tes...
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Generate: correct default model input creation for decoder-only models
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[ "cc @dimitry12 this fixes the error you reported in #21575 (GPT2 was throwing the same error as GPTJ, and gets fixed here)\r\n\r\ncc @NielsRogge please don't forget to add batched tests on models with generation capabilities, generate+batching is surprisingly tricky🙏 ", "_The documentation is not available anymo...
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MEMBER
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# What does this PR do? Fixes #21578 and addresses concerns in #21575 ## Context Support for `.generate()` from `inputs_embeds` with selected decoder-only models was added recently (#21405). This feature enables a `.generate(inputs_embeds=inputs_embeds)` call, i.e. without a `input_ids`. This specific call ...
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[`bnb`] Introducing `BitsAndBytesConfig`
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[ "@younesbelkada great job again. :)\r\nI really like the refactored API which supports passing a whole config object containing all relevant BnB options in one place.\r\nI am curious are the calculations during inference on the offloaded parameters (in fp32) to CPU and disk actually executed on the CPU or do they g...
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CONTRIBUTOR
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# What does this PR do? This PR introduces a new feature termed as `BitsandbytesConfig` - enabling users to play more flexibly with `transformers` + `bitsandbytes` API. This is also a first step of one of the major refactor we are planning to support possibly more quantization features This PR also addresses: ht...
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`RuntimeError` when running batched inference for `Salesforce/blip2-opt-2.7b`
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[ "Hey there @rsomani95 👋 I believe I know what the root cause is, on it :)", "@rsomani95 if you install from `main`, it should be working now :) \r\n\r\nNote that batched generation + beam search is still not working, and is being tracked [here](https://github.com/huggingface/transformers/issues/21599)", "@gan...
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### System Info Copy-and-paste the text below in your GitHub issue and FILL OUT the two last points. - `transformers` version: 4.27.0.dev0 - Platform: Linux-5.15.0-57-generic-x86_64-with-glibc2.10 - Python version: 3.8.12 - Huggingface_hub version: 0.11.1 - PyTorch version (GPU?): 1.11.0a0+b6df043 (True) - Ten...
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Bump ipython from 8.1.1 to 8.10.0 in /examples/research_projects/decision_transformer
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Bumps [ipython](https://github.com/ipython/ipython) from 8.1.1 to 8.10.0. <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/ipython/ipython/commit/15ea1ed5a886d6c19c1cc4856f2cf04a2a547c57"><code>15ea1ed</code></a> release 8.10.0</li> <li><a href="https://github.com/ipython/ipython/commit/560ad10...
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Auto-conversion of FP16 tensors to FP32 causes OOM error starting in transformers 4.26.0/1 releases
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[ "May I please know if there's an update on this? ", "Please be patient while we try to reproduce your problem. If you can single out the commit you think is responsible, it might help our search.", "Sure, not a problem. Thank you for your reply. You're right, I should've included the commits in my initial post....
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### System Info ``` transformers version: 4.26.0 and newer platform: Ubuntu 20.04.5 (ec2 instance, 5.15.0-1028-aws) python version: 3.8.13 other dependencies: boto3 1.26.68, awscli 1.26.68, datasets[s3] 2.5.2, sagemaker 2.132.0 + TrainingCompilerConfig, and xla juggingface_hub version: 0.12.0 PyTorch version: 1....
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21,575
Add `inputs_embeds` support when generating with GPT-J
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@dimitry12 to clarify, `input_ids` are not a required argument when `input_embeds` is passed :) Or should not be, let me know if you're getting errors in that case. \r\n\r\nIf you don't pass them, the output of `.generate()` should o...
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CONTRIBUTOR
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# What does this PR do? This PR extends https://github.com/huggingface/transformers/pull/21405 by @gante to GPT-J, making it accept `inputs_embeds` when generating. This is generally useful for soft-prompting but I am specifically using this with https://github.com/jmerullo/limber by @jmerullo Importantly, I...
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21,574
[`Blip2`] Add int8 support for `blip2-flan-t5-xxl`
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CONTRIBUTOR
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# What does this PR do? Similarly as https://github.com/huggingface/transformers/pull/20683 - currently the largest blip2 + flan-t5-xxl fails to run in int8 since we forgot to add the patch presented in the aforementioned PR This PR adds the `_keep_in_fp32_modules` support for `Blip2` so that users can run this m...
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[deepspeed] performance docs
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This PR extends the deepspeed docs to include: 1. performance docs 2. network communication docs
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21,572
Use PyAV instead of Decord in examples
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for the review @nateraw! I've updated the docstrings with your suggestions :) " ]
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COLLABORATOR
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# What does this PR do? Replaces decord with pyav as the library to decode video files in examples. This resolves an issue where the CUDA crashes if `decode` has been imported. The doc tests have been run to validate they pass cc @ydshieh Note: decord is still being used in the video pipelines. cc @nateraw ...
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Generate: TF supports multiple eos tokens
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The two failing tests are known failures -- merging" ]
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MEMBER
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# What does this PR do? TF generation test addition PR 4 (out of 4) 👉 All PT generation integration tests for features that also exist in TF are now framework-agnostic 🎉 To complete this last step, I've added support to multiple EOS tokens in TF. Because this touches the core of the TF generation code, slo...
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Add setters by type of args to TrainingArguments
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@MKhalusova this is a way to split the documentation of training arguments (currently 96 :grimacing: ) by splitting them in groups, could you have a quick look?", "I really like the idea of splitting 96 arguments into reasonable ch...
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COLLABORATOR
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# What does this PR do? This PR introduces setters that group some of the `TrainingArguments` by type, to make this class easier to use. This was suggested in #20831 If the idea is of interest, I'll create more of those to cover all training arguments.
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improving contributing tests section
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Marvelous, thanks again!", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21569). 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? Adds info about the `RUN_PT_FLAX_CROSS_TESTS` environment variable during testing. It took me some time to figure this out during testing flax models :sweat_smile: so figured it might come helpful to future :hugs: contributors. ## Before submitting - [x] This PR fixes a typo or impro...
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21,568
Incorrect right stride when sequence end falls within right stride of penultimate chunk
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[ "> if it has a full right stride when in fact it shouldn't.\r\n\r\nThe striding is designed in such a way that right stride should *always* be full, or if there's not enough data, no right stride at all and you are the last item.\r\n\r\nThere could still be a bug like you describe.", "1,385,995\r\n\r\nUsing chunk...
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NONE
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### System Info - `transformers` version: 4.26.0 - Platform: Linux-4.14.301-224.520.amzn2.x86_64-x86_64-with-glibc2.26 - Python version: 3.9.15 - Huggingface_hub version: 0.12.0 - PyTorch version (GPU?): 1.11.0 (False) - Tensorflow version (GPU?): 2.7.1 (False) - Flax version (CPU?/GPU?/TPU?): not installed (N...
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GPT NeoX Input docstring includes token_type_ids but GPTNeoXModel does not have token_type_ids as an input to forward
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[ "also applies to position_ids" ]
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### System Info n/a ### Who can help? @ArthurZucker @younesbelkada ### Information - [X] The official example scripts - [ ] 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) ### Reproduction ...
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Goodbye to Blip-2 doctests
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[ "> I don't think the doctests should run on a 2.7b-parameter model, that's not a good use of our resources. So the doctest should be skipped if there is not a smaller checkpoint available.\r\n\r\nIt could be run with FP16 + the changes in this PR. In terms of resources, the machine is always on, so I don't see the ...
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COLLABORATOR
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# What does this PR do? Blip-2 causes GPU OOM on doctest, and potentially causes some subsequential tests failing (as the GPU is not in good state, but I didn't verify thoroughly). This PR tries to avoid this situation, despite the added lines is not really meant to be in a doc for users.
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Final cleanup of TOKENIZER_FOR_DOC
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# What does this PR do? This PR removes a last instance of `TOKENIZER_FOR_DOC` used in TFSpeech2Text and also cleans up the model templates to match the rest of the library.
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21,564
Remove Niels from templates
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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? As @NielsRogge will be leaving the opensource team on Monday, this PR updates the templates to remove him from the persons to tag. Thanks all your help @NielsRogge !
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PR_kwDOCUB6oc5Jt4cY
21,563
Add EfficientNet
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hmmm related to #17387, where the mode used is actually EfficientNet.... So it is multimodal, but the processing is on the audio part. Should probably have better synched on this one! ", "@ArthurZucker aha, I wasn't aware of Trills...
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CONTRIBUTOR
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# What does this PR do? Adds EfficientNet to transformers, see [original paper](https://arxiv.org/abs/1905.11946) and [repo](https://github.com/keras-team/keras/blob/v2.11.0/keras/applications/efficientnet.py). EfficientNet will be used as the vision encoder of the upcoming ALIGN PR. - [x] Upload converted checkpoi...
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21,562
[Variant] Make sure variant files are not incorrectly deleted
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Failing test is unrelated", "> this\r\n\r\nMight be good to keep in mind as soon as we need \"variant\" for TF as well" ]
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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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21,561
Generate: Fix flaky indexing error in `test_constrained_beam_search_generate_dict_output`
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[ "> For models without integer inputs (like whisper), we were requesting to force a random token between 3 and 99\r\n\r\nSorry, I lack of a bit the context. `models without integer inputs`, but in this failed test, the `input_ids` is still passed to the model, and the model use it (and get index error)? I am a bit c...
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# What does this PR do? Fixes a random indexing error in `test_constrained_beam_search_generate_dict_output` -- For models without integer inputs (like whisper), we were requesting to force a random token between 3 and 99 (inclusive), but the vocab size was also 99. This means that when the test attempted to for...
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21,560
training with native pytorch bf16 fsdp gives runtime error.
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[ "I think the issue is just that you never do `model.half()` can you try this? ", "Hi @ArthurZucker \r\nI tried running `model.half()` with `dtype = torch.float16`, and it works fine.\r\nBut when `dtype = 'bfloat16',` I still have to maunally convert the extended_mask output to bf16\r\n", "Ok, as a minimal repro...
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### System Info - `transformers` version: 4.26.1 - Platform: Linux-3.10.0-1160.71.1.el7.x86_64-x86_64-with-glibc2.17 - Python version: 3.8.16 - Huggingface_hub version: 0.12.0 - PyTorch version (GPU?): 1.13.1 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (N...
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21,559
The batch_size in OPTModel limits the training performance with Pytorch FSDP
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[ "The bsz is actually the input batch_size.", "Seems like the crash happens during the forward pass, and is not directly related to the transformers library.\r\nThis does not seem like a bug but rather a discussion, feel free to ask on [the forum](https://discuss.huggingface.co/). " ]
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### System Info When I use transformers' OPTModel to load the opt-13b model for training with Pytorch FSDP, I found that the whole training is limited by batch_size. Although FSDP has the ability to offload parameters to the CPU memory to reduce the pressure on the GPU memory, due to the impact of batch on the paramet...
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21,558
GenerationConfig bug on Transformers >4.26.0 by using Whisper and model.generate()
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[ "cc'ing our generation expert @gante ", "Hi @javilonso 👋 There is a high likelihood that you are seeing an error due to an unfortunate combination of events, and I'd like to pin that down (e.g. a model trained in v4.25 + loading without `from_pretrained`).\r\n\r\nCan you share a reproducible script? 🙏 ", "Th...
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### System Info - `transformers` version: 4.26.1 - Platform: Linux-3.10.0 - Python version: 3.9.13 - Huggingface_hub version: 0.11.0 - PyTorch version (GPU?): 1.11.0+cu102 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - Jax version: not installed -...
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21,556
[deepspeed] Bittensor dataset causes hanging
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[ "Your report is almost perfect, @benproton - but how do I run your program?\r\n\r\nPlease show me the cmd args for both - a good and the hanging run, since until I can reproduce it I can't help you.\r\n\r\nAlso were you able to use `py-spy` that I linked to yesterday https://github.com/stas00/toolbox/blob/master/p...
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### System Info transformers version: 4.27.0.dev0 Platform: Linux-5.15.0-58-generic-x86_64-with-glibc2.35 Python version: 3.10.6 Huggingface_hub version: 0.12.0 PyTorch version (GPU?): 1.12.0+cu113 (True) Tensorflow version (GPU?): not installed (NA) Flax version (CPU?/GPU?/TPU?): n...
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21,555
Finetuning RAG-Getting git.exc.InvalidGitRepositoryError
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[ "Hi @harithareddy84 👋 It seems like you have a `git`-related issue, not a `transformers`-related issue. I'm afraid we won't be able to help -- try searching for the error message :)", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be ad...
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### System Info - `transformers` version: 4.26.0 - Platform: Linux-5.15.0-57-generic-x86_64-with-glibc2.27 - Python version: 3.10.8 - Huggingface_hub version: 0.12.0 - PyTorch version (GPU?): 1.13.1 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - Ja...
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21,554
shift_tokens_right function in XforConditionalGeneration classes
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[ "cc @ArthurZucker and @younesbelkada ", "Hey for BART, the `eos_token_id=2`, which is why you have one at the end of a sequence, and a the beginning (for training purposes). Does that make sense?\r\n" ]
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Hi there, I am using BART for summarization and I noticed an issue with the `DataCollator` class when using it with multiple batches. The class uses the `prepare_decoder_input_ids_from_labels` function to create the `decoder_input_ids` for the labels (target sequence), which shifts the tokens one to the right and ap...
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21,553
Trainer has no metric calculation and output in evaluation stage after using newest version
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[ "This results from a change in the way we detect wether there are labels in the inputs passed (which was wrong before and caused some bugs with other models). It looks like they are named `\"actions\"` in your case, so just pass along `label_names=[\"actions\"]` to your TrainingArguments and it should work.", "Th...
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### System Info Transformers version 4.22.0 (older one) 4.26.1 (new one with issues) Ubuntu 22.04 Pytorch version 1.13.1 with only CPU as compute platform Python 3.9.0 ### Who can help? @sgugger ### Information - [X] The official example scripts - [ ] My own modified scripts ### Tasks - [X] An officially sup...
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Update albert.mdx
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21552). 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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Co-authored-by: JuheonChu <chuj@dickinson.edu> Co-authored-by: mollerup23 <mollerup@dickinson.edu> # 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 ...
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Transformers `pipeline` documentation is missing text2text_generation pipeline
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[ "cc @stevhliu and @MKhalusova ", "Thanks for the feedback! I left the `text2textgeneration` pipeline out intentionally because I didn't want to make the table in the Quicktour super long with all the supported pipelines (I think we have 25 pipelines now!). I intended for it to give you a quick idea of some of the...
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NONE
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**Is your feature request related to a problem? Please describe.** I had the question, "How can I use the new Seq2Seq model I've trained in a Transformers pipeline?" There's pipeline tasks for summarization, generation, etc, but nothing listed on this page for how to use the model I've trained. (I'm training a T5 mo...
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Add _mp_fn to run_mae.py for XLA testing
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CONTRIBUTOR
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Testing MAE ViT on TPU https://github.com/GoogleCloudPlatform/ml-testing-accelerators/pull/771 Based on update required to `run_glue.py` in https://github.com/huggingface/transformers/pull/4146
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No metric log calculation and output after using newest version.
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[ "We can't magically help you without knowing the code you are running. Please follow the issue template.", "Write in template in [new issue](https://github.com/huggingface/transformers/issues/21553)." ]
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Hello, I met a problem that with the same code, the Trainer in huggingface was not calculating metrics using the compute_metric function and outputed the metric logs. When I using the older version (4.22.0) Trainer the output is like: ![image](https://user-images.githubusercontent.com/24776624/217948354-12180c9...
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SageMaker Sharded Data Parallel Support for Trainer
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21549). All of your documentation changes will be reflected on that endpoint.", "@sgugger ", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be a...
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CONTRIBUTOR
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# What does this PR do? This PR adds support for SageMaker Sharded Data Parallel with SMP version >= 1.15. We mainly follow Deepspeed's checkpointing logic in our integration. When sharded data parallel is enabled, we have special checkpointing logic. We do not save the full model by default (with `save_model`...
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Adding type hints to call() functions in this file
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[ "Hi @mollerup23! This looks good but there are a few issues mostly caused by your fork of transformers being a little out of date. Can you try [syncing your main branch](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork) and then rebasing your PR branch onto...
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CONTRIBUTOR
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Co-authored by @katiele47 # What does this PR do? Added type hints to the TFMarian model by adding types to Marian model call inputs. We added these types to each call() function according to the 'MARIAN_INPUTS_DOCSTRING' documentation contained within this file. Fixes #16059 ## Before submitting ...
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Added with torch.no_grad() to XLM-Roberta integration test
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CONTRIBUTOR
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# What does this PR do? Fixes #14642 ## 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-requests)...
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Fix inclusion of non py files in package
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COLLABORATOR
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# What does this PR do? This PR fixes the inclusion of non py files in the transformer package. The setup was missing `include_package_data=True`.
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Generate: baamboozle TF export
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MEMBER
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# What does this PR do? WIP cc @mfuntowicz
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Added with torch.no_grad() to Camembert integration test
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# What does this PR do? Fixes #14642 ## 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-requests)...
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Remove more unused attributes in config classes
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# What does this PR do? ⚠️ Need to ping a few model importer to double check Remove more unused attributes in config classes
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Fix from_pretrained API with config and state_dict
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COLLABORATOR
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# What does this PR do? The `from_pretrained` method documents its possible to pass along `pretrained_model_name_or_path=None` as long the user provides a `config` and a `state_dict`. This API was not tested and broke, this PR fixes that and adds a test. Fixes #21526
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Cannot import name 'BioGptModel' from 'transformers'
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[ "Please follow the issue template. You likely need to upgrade your Transformers version (`pip install transformers --upgrade`) but we can't know without more information.", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed plea...
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### System Info https://huggingface.co/docs/transformers/model_doc/biogpt Cannot import name 'BioGptModel' from 'transformers' ### Who can help? _No response_ ### Information - [x] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder ...
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[Don't merge] Check workflow on fork 2
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21540). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? [Don't merge] Check workflow on fork 2
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21539). 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 workflow on fork
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Deepspeed Stage3 using trainer and base DONUT model results in RecursionError.
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[ "Hi @dennisbakhuis\r\n\r\nIn a bit we will move this to https://github.com/microsoft/DeepSpeed/issues as this is not the integration problem.\r\n\r\nAs I discovered this recently when trying to build a multi-modal model based on 2 pre-trained models you can only use `zero.Init` once. If you use it again it breaks (...
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### System Info - Running on AzureML Standard_NC6S_V3 with curated environment: AzureML-ACPT-pytorch-1.12-py39-cuda11.6-gpu - `transformers` version: 4.26.0 - Platform: Linux-5.0.0-1036-azure-x86_64-with-glibc2.31 - Python version: 3.9.15 - Huggingface_hub version: 0.12.0 - PyTorch version (GPU?): 1.12.1 (True)...
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Tag tests as slow ⌛
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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? I've tagged as slow/made speedup changes to tests that our push CI was complained about for the past few days ⌛
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warnings when converting WhisperModel to onnx format
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[ "cc @mht-sharma @fxmarty \r\n\r\n(this might be a more appropriate issue for the `optimum` repo: https://github.com/huggingface/optimum)", "@ling0322 The ONNX export from transformers is deprecated and the ONNX export is now actively supported in Optimum.\r\n\r\nThe usage should be very similar, you can refer to ...
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### System Info transformers 4.25.1 torch 1.13.1+cu116 platform Windows 11 ### Who can help? @sanchit-gandhi ### Information When converting WhisperDecoder to onnx format. onnx.export will generate few warnings: ``` d:\run\whisper\transformers\models\whisper\modeling_whisper.py:753: TracerWarning: C...
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Add BioGptForSequenceClassification
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21535). All of your documentation changes will be reflected on that endpoint.", "Hi, it seems the CI didn't run properly. Could you push an empty commit to trigger it?", "What Niels forgot to say is that there seems to be...
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CONTRIBUTOR
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# What does this PR do? Fixes #21530 ## 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-requests),...
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wave2vec2 with feat_extract_norm == "group" normalizes over channels not token which causes issue when padding
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[ "cc @sanchit-gandhi ", "Hey @itayhubara!\r\n\r\nThanks for the nice write-up 🤗 Edited your OP to format the reproducible code as a markdown codesnippet!\r\n\r\nThe phenomenon you're describing is due to a bug in the original Wav2Vec2 implementation, where layer-norm was applied **after** the attention layer (ins...
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NONE
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### System Info Any GPU/CPU system ### Who can help? _No response_ ### Information While there is support for padding, I believe it affects the accuracy - (even when running with\without padding on just one sample). My central claim is that since the first [normalization ](https://github.com/huggingface/...
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[WIP] Not a real PR, just gauging things on the CI.
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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 with a d...
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Add FocalNet
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[ "_The documentation is not available anymore as the PR was closed or merged._", "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 gu...
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# What does this PR do? This PR adds FocalNet to the library. To do: - [x] remove print_values - [x] Upload checkpoints - [x] Update model cards - [x] Update integration tests - [x] Transfer checkpoints
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Fix ClearML Integration to run in ClearML pipelines and external Tasks.
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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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BioGPTForSequenceClassification
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[ "Sure, see this PR as an example: https://github.com/huggingface/transformers/pull/18123", "Ty so much, I'll give it a try.", "@GuillemGSubies There has been no activity on your PR #21535 since a while. I would like to fix the issue and complete the PR. Should I proceed? Are you still working on this issue? ", ...
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CONTRIBUTOR
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### Feature request It would be nice to have this available. ### Motivation I'm studying some biomedical classification datasets and I would like to try BioGPT with them. ### Your contribution I could send a PR if you want. I guess it shouldn't be too hard, I could look at another model trained with Casual LM and ...
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21,529
Fix missing unfinished_sequences
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thank you @tokestermw. I confirmed the 2 failed doc-tests pass now with the changes in this PR ❤️ . \r\nI will leave @gante to double check the logic." ]
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CONTRIBUTOR
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# What does this PR do? Fixes https://github.com/huggingface/transformers/pull/21461#issuecomment-1423684619 ## Before submitting - [ ] 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/t...
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PR_kwDOCUB6oc5Jl45L
21,528
fix typo in run_speech_recognition_ctc.py
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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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There should be `# limitations under the License` line at the end of the documentation section. # 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 grea...
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21,527
Fix stuff related to the causal_mask in CodeGen.
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[ "_The documentation is not available anymore as the PR was closed or merged._", "cc @ArthurZucker and @younesbelkada ", "Following up on my comment, here is a script I ran: \r\n\r\n```python\r\n\r\nimport torch\r\nimport torch.nn as nn\r\n\r\nclass DummyModelUint(nn.Module):\r\n def __init__(self):\r\n ...
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CONTRIBUTOR
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1. Line 613, `_keys_to_ignore_on_load_missing = [r"h\.\d+\.attn\.masked_bias", r"h\.\d+\.attn\.bias"]` => `_keys_to_ignore_on_load_missing = [r"h\.\d+\.attn\.causal_mask"]` to load correctly from CodeGen checkpoint without `causal_mask`. 2. Line 152, `causal_mask = self.causal_mask[:, :, key_length - query_length ...
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I_kwDOCUB6oc5eAw3h
21,526
transformers 4.26.0: Error of `from_pretrained(pretrained_model_name_or_path=None, ...)`
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[ "The fix might be a bit more involved to make sure it doesn't break anything else, but this looks like the essence of it. A test should also be added for this API to make sure it doesn't break again. Will try to have a look later today or tomorrow/", "Thank you for your efforts!\r\nI have modified the code for `t...
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NONE
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### System Info Env: ```shell ubuntu 20.04 gcc --version 9.4.0 python 3.8.16 torch 1.7.1+cu110 torch-cluster 1.5.9 torch-geometric 2.0.4 torch-scatter 2.0.7 torch-sparse 0.6.9 torch-spline-conv ...
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21,525
Generate: make TF `.generate()` signature == PT `.generate()` signature
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MEMBER
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# What does this PR do? TF generation test addition PR 3 (out of ???). In an effort to move generation integration tests to be framework-agnostic, I'll be adding low-hanging fruit to TF. This PR adds framework-agnostic tests for the signature of `.generate()`, which means that the TF signature had to be updated �...
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[from_pretrained] extend `torch_dtype="auto"` to look up `config.torch_dtype` first, expand docs
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CONTRIBUTOR
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1. As discussed at https://huggingface.slack.com/archives/C01N44FJDHT/p1675880091973589 this PR proposes to expand the `from_pretrained` documentation of how `torch_dtype`'s different values impact the model loading. 2. next `torch_dtype="auto"` was expanded to first look up `config.torch_dtype` and if it's not there ...
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21,523
ConvBERT self-attention throws errors whenever head_ratio is not 2
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[ "cc @ArthurZucker ", "Thanks for reporting. Opening a PR to fix it! " ]
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NONE
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### System Info Here is what the command says, but multiple responses are incorrect - `transformers` version: 4.25.1 - Platform: macOS-10.16-x86_64-i386-64bit (Really 13.1 M1) - Python version: 3.9.13 - Huggingface_hub version: 0.11.1 - PyTorch version (GPU?): 1.13.1 (False) - Tensorflow version (GPU?): not...
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21,522
Make `_LazyAutoMapping` a bit less lazy 😪 🔥
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Failing tests are irrelevant." ]
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COLLABORATOR
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# What does this PR do? Current `_LazyAutoMapping` is a bit too lazy, and potentially to give silent failure/error. For example, tests being skipped by mistake. One explicit example is https://github.com/huggingface/transformers/blob/c26b1503f22feb20d37588d4243bd444d297bc13/tests/test_pipeline_common.py#L86 (so fa...
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I_kwDOCUB6oc5d91gB
21,521
lr_scheduler not updated when auto_find_batch_size set to True and batch_size decays
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[ "cc @muellerzr ", "@muellerzr I would like to pick up this issue and fix it, Looking to write a failing testcase for this bug, Any pointers ? ", "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...
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### System Info - `transformers` version: 4.26.0 - Platform: Linux-4.18.0-372.26.1.el8_6.x86_64-x86_64-with-glibc2.28 - Python version: 3.9.16 - Huggingface_hub version: 0.12.0 - PyTorch version (GPU?): 1.12.1 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (...
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T5EncoderModel Runtime Error: Scalar type Half but found Float
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[ "Hi @sacdallago \r\nThis is an issue that has been fixed in https://github.com/huggingface/transformers/pull/21281 , if you try to run the script on the `main` branch it should work. `pip install --upgrade pip+https://github.com/huggingface/transformers.git`\r\nAlso I see that your inference script might be not opt...
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NONE
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### System Info - `transformers` version: 4.26.0 - Platform: Linux-5.4.0-124-generic-x86_64-with-glibc2.10 - Python version: 3.8.0 - Huggingface_hub version: 0.12.0 - PyTorch version (GPU?): 1.13.1+cu117 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (NA) -...
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Update OPT conversion script to work for OPT-IML
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Add: document question answering task guide
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This PR adds a task guide on document question answering. The example is largely based on @NielsRogge 's [notebook](https://github.com/NielsRogge/Transformers-Tutorials/blob/master/LayoutLMv2/DocVQA/Fine_tuning_LayoutLMv2ForQuestionAnswering_on_DocVQA.ipynb) with some inspuration from [this blog post](https://www.p...
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no more dummies for speech processors
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# What does this PR do? The processor classes don't need to check for the existence of sentencepiece and speech, as the tokenizer and feature extractors already do so. <!-- 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 ...
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🔥Rework pipeline testing by removing `PipelineTestCaseMeta` 🚀
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# What does this PR do? ⚠️ Before merge: We need to add pipeline test classes to `PipelineTesterMixin` and make sure all tests pass. ⚠️ - The pipeline testing now is managed by a new class `PipelineTesterMixin` (similar to `ModelTesterMixin`) - no more `metaclass=PipelineTestCaseMeta` - In each model testin...
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add MaxViT [TF]
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### Model description MaxViT: Multi-Axis Vision Transformer is one of the nice papers of late 2022 which is also published in [ECCV 2022](https://arxiv.org/pdf/2204.01697v4.pdf) by Google AI. * This paper introduces a new attention module called "multi-axis attention" which consists of blocked local and sparse gl...
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[Pipelines] Problems with an image-to-text fine-tuned model
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[ "I'm not well versed with `Git` as a model.\r\n\r\nPipelines are usually agnostic to actual models. As long as model X is `AutoModelForVision2Seq` it should work out of the box.\r\n\r\nIf the architecture is different, we can discuss what's done and how to implement.\r\nThe rule of thumb:\r\n\r\n- Most models shou...
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I have fine-tuned the [microsoft/git-base](https://huggingface.co/microsoft/git-base) model on image cpationing ([Colab Notebook](https://colab.research.google.com/drive/1sLiSY2ixv52yqlw9EUW6BPwCq9XPLc9R?usp=sharing)). I am trying to use the model with 🤗 Pipelines: ```py from transformers import pipeline ca...
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Fixing backward compatiblity `image_processor` in pipeline.
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# What does this PR do? Fixes #20851 <!-- 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...
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[Tasks] Adds image captioning
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This PR adds a guide on image captioning introducing a brand new section for tasks: Multimodal :) The idea was originated by @NielsRogge and the PR builds on top of his great work [here](https://github.com/NielsRogge/Transformers-Tutorials/blob/master/GIT/Fine_tune_GIT_on_an_image_captioning_dataset.ipynb). An ...
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[Doc] Minor URL fixes in PyTorch Text Classification Readme
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Hi, this PR introduces some minor url fixes in the PyTorch text classification readme.
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BLIP computes loss no matter what
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### System Info transformers-4.27.0.dev0 ### Who can help? @younesbelkada ### Reproduction Currently, `BlipForConditionalGeneration` will always return a loss, even when the user hasn't provided any labels: ``` from PIL import Image import requests from transformers import AutoProcessor, BlipForCo...
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Errors when using FSDP's cpu-offload to train the OPT model
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[ "cc @pacman100 ", "Hello @young-chao,\r\n\r\nCould you please update the torch version to 1.13 and check if that fixes the issue?\r\n ", "Also, cpu offload seems to hang indefinitely with mixed_precision, will raise issue with pytorch repo on this. FSDP CPU Offload without mixed precision is working on 1.13 an...
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### System Info ### Environment ubuntu 20.0.4 python 3.9.10 torch=1.12.0+cu113 transformers==4.26.0 ### Who can help? @sgugger @ArthurZucker ### Information - [x] The official example scripts - [ ] My own modified scripts ### Tasks - [x] An officially supported task in the `examples` folder (such as GLUE/SQ...
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[Discuss] Handling images when the number of dimensions is 2
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### System Info - `transformers` version: 4.26.0 - Platform: Linux-5.10.147+-x86_64-with-glibc2.29 - Python version: 3.8.10 - Huggingface_hub version: 0.12.0 - PyTorch version (GPU?): 1.13.1+cu116 (True) - TensorFlow version (GPU?): 2.9.2 (True) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - Jax version:...
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21,507
Bump cryptography from 36.0.2 to 39.0.1 in /examples/research_projects/decision_transformer
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Bumps [cryptography](https://github.com/pyca/cryptography) from 36.0.2 to 39.0.1. <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst">cryptography's changelog</a>.</em></p> <blockquote> <p>39.0.1 - 2023-02-07</p> <pre><code> * **SECURITY ISSU...
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21,506
A possible bug in the transformers logging file
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[ "cc @LysandreJik ", "Oh yeah great catch @bahgat-ahmed ! I think it was introduced by mistake in https://github.com/huggingface/transformers/pull/10633. \r\n\r\nI think some changes need to be done in this module:\r\n- This needs to be updated\r\n- The assertions need to be updated to `ValueError`s. \r\n\r\nWould...
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### System Info In this file https://github.com/huggingface/transformers/blob/main/src/transformers/utils/logging.py there is a bug that I am not sure of so I wanted to discuss it here before sending a pull request in case I misunderstood anything. In this function: ``` def remove_handler(handler: logging.Han...
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[tests] add missing `report_to none`
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wandb keeps on breaking, ensuring it doesn't run in deepspeed tests
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[deepspeed] deal with models w/o `config.hidden_size`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "cc: @pacman100 - you may probably want to sync this special case with accelerate, right?" ]
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This PR 1. extends the deepspeed integration config setup to models that use `config.hidden_sizes` instead of `config.hidden_size` 2. and while at it adds a check so that it only ever tries to figure hidden size if it's actually needed. 3. and if the model config has neither of the 2 attributes - a proper assert ...
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21,503
Wrap RemBert integration test forward passes with torch.no_grad()
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# What does this PR do? Fixes #14642. Wrapped the forward pass inside RemBert's integration test with `with torch.no_grad()` to ensure no gradients are computed during inference. ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [X] Did...
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Replace input_values_processing with unpack_inputs
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COLLABORATOR
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# What does this PR do? Updates Hubert and Wav2Vec2 to use the repo standard `unpack_inputs` decorator instead of `input_values_processing`. Previously, TensorFlow models use `input_values_processing`, a function which processed inputs ready to be passed to the TF layers. This was removed and replaced with unpack in...
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21,501
Fix import in Accelerate for find_exec_bs
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Abusing my admin right to merge this right now since all tests are green and this fixes a test failing on many other PRs :-) " ]
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# What does this PR do? This seems to have slipped through the cracks of the reorg in Accelerate. Should fix the import error seen in the tests.
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Check for mapping/dict in distributed_concat function
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Sylvain, wrt failing test - it looks like `src/accelerate/utils/memory.py` is the new location of `find_executable_batch_size` - backcompat breakage in accelerate? need to require `accelerate>=0.16.0` in `setup.py` here?\r\n\r\n```\r...
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CONTRIBUTOR
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# What does this PR do? * Feature request for checking if input to the distributed_concat function is of type Mapping/Dict. * The [distributed_concat](https://github.com/huggingface/transformers/blob/b9af152efb748b1bff8f6fe0130e62ebb8e11a53/src/transformers/trainer_pt_utils.py#L188) function currently checks for the ...
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Replace the frequent permutation generations with a pre-allocated permutation table
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21499). All of your documentation changes will be reflected on that endpoint.", "@ArthurZucker Could you please also help me check the CI errors? In the first CI test 'add model like runner', the error is `src/transformers/...
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CONTRIBUTOR
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# What does this PR do? This PR fixes the performance issue in model big_bird. In model bigbird, the random masks are generated each time, and it calls a huge number of `np.random.permutation` which has big overheads. the function `bigbird_block_rand_mask` is only executed when the values of `from_seq_length` and...
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Add XLM-V to Model Doc
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[ "_The documentation is not available anymore as the PR was closed or merged._", "CI is failing, I'm going to read the Flan-T5 PR (https://github.com/huggingface/transformers/pull/19892) to see how it should be done!", "You just need to add the model type (same as what you picked for the page in the doc) and nam...
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Hi, as discussed in #21330 it would be good to have an extra entry for the new XLM-V model in the Model Doc. This PR adds it with some additional information about the model and conducted experiments with it.
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Distributed Concat (Nested Gather - HF Trainer): Support for Mapping/Dict
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[ "Happy to review a PR if you want to make one :-) ", "Sure, will do! Thanks!", "I just raised a PR (https://github.com/huggingface/transformers/pull/21500). I haven't raised a PR before for HuggingFace. Let me know if I need to change or fix anything or if I forgot to do something. Thanks!" ]
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### Feature request * The request is with respect to the [distributed_concat](https://github.com/huggingface/transformers/blob/b9af152efb748b1bff8f6fe0130e62ebb8e11a53/src/transformers/trainer_pt_utils.py#L188) function call in the [nested gather](https://github.com/huggingface/transformers/blob/b9af152efb748b1bff8f6f...
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Replace inefficient torch.sqrt taking scalar input with numpy.sqrt
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for working on this. Can you add the improvements that you have in terms of performances? (this will be useful if we look back at this code to know the motivation).", "> Thanks for working on this. Can you add the improvemen...
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# What does this PR do? This PR fixes a performance issue for the model reformer. In model reformer running on GPUs, there are two calls for `torch.sqrt` and `torch.rsqrt` of a scalar `self.attention_head_size`. From the profiling results, we found that it calls `aten::to`, `aten::copy`, and `cudaStreamSynchronize` ...
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Add inverse sqrt learning rate scheduler
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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Epoch is zero is updated in epoch 2 instead of 1 twice in the Callback
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[ "Hey, I'm a research engineer working on language modelling wanting to contribute to open source. I was wondering if I could give it a shot?", "@jackapbutler go for it :)", "Hey @franz101, I'm unable to reproduce the issue you've highlighted, do you have access to the `TrainingArguments` that you used for this ...
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### System Info Google Colab, transformers 4.26 ### Who can help? @sta ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own task or dataset (give details below) ### Reproducti...
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Cleanup quality
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# What does this PR do? This PR cleans up a couple of things after the big #21480 - adds the ruff cache to gitignore just in case (that folders comes with its own auto-generated gitignore so shouldn't be necessary but better be safe) - remove all mentions of flake8 and isort from the doc - use the per file rules...
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:pen: fix typo in pytorch semantic segmentation readme
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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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Whisper: Add functionality to decode without conditioning on previous text.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21491). All of your documentation changes will be reflected on that endpoint.", "Great job working on this! Can you run `make style` and make sure you rebase on main first? We recently merged a huge PR related to the code s...
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CONTRIBUTOR
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# What does this PR do? Add whisper functionality to decode *without* conditioning on previous text. https://github.com/openai/whisper/blob/7858aa9c08d98f75575035ecd6481f462d66ca27/whisper/transcribe.py#L278 When condition_on_prev_text=False (in the config), the following happens: Decoder attention is masked from ...
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Sanity check the type of id2label and label2id arguments of from_pretrained for TokenClassification models
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger One of TF test is failing due to timeout. Not sure if it is related to changes . \r\n", "No, this isn't linked to the PR. Thanks for your contribution!" ]
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Fixes #20773 Sanity check the type of id2label and label2id arguments of from_pretrained for TokenClassification models
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Add limit_all_gathers option to fsdp_config and fix forward_prefetch bug
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger All changes resolved." ]
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fixes #21156 Add limit_all_gathers option to fsdp_config. Fix forward_prefetch bug.
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Dead link in Documentation 📚
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[ "Hey there! Thanks for the report! Would you like to open a PR to update the corresponding file in `transformers`? https://github.com/huggingface/transformers/tree/main/docs/source/en/tasks ", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs ...
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Dead link found on: https://huggingface.co/docs/transformers/tasks/summarization#inference ("_For more details about the different text generation strategies and parameters for controlling generation, check out the_ [Text Generation API](https://huggingface.co/docs/transformers/tasks/main_classes/text_generation)") . T...
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changed "ot" to "to"
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