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Add Image Completion Transformer (ICT)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21990). All of your documentation changes will be reflected on that endpoint.", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please...
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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RuntimeError: "LayerNormKernelImpl" not implemented for 'Half'
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[ "You need to execute a model loaded in half precision on a GPU, the operations are not implemented in half on the CPU.", "@sgugger Then how come that this example works on cpu?\r\n\r\n```\r\nfrom transformers import GPTJForCausalLM\r\nimport torch\r\n\r\nmodel = GPTJForCausalLM.from_pretrained(\r\n \"EleutherA...
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### System Info I'm feeding flags of low memory and half precision data type to `AutoModelForCausalLM.from_pretrained('bigscience\bloomz7b1')` and I'm receiving the error above. I'm not sure if this is a bug, is it like those flags are only meant to be passed for specific models for which half precision is im...
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Fix broken link
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21988). 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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Long inputs to Flan-T5/UL2 text generation with load_in_8bit=True outputs <pad> tokens repeatedly
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[ "Thanks a lot for the issue @akkikiki !\r\nWhat is the hardware you are using + bnb version?", "Thanks a lot for the reply!\r\nThe hardware is 8 V100 (16GB) GPUs and the bnb version is 0.37.0.", "I think sadly there is indeed an issue with V100 right now as stated by @TimDettmers here: https://github.com/huggin...
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### System Info - `transformers` version: 4.27.0.dev0 - Platform: Linux-5.4.228-141.415.amzn2int.x86_64-x86_64-with-glibc2.17 - Python version: 3.8.16 - Huggingface_hub version: 0.12.1 - PyTorch version (GPU?): 1.13.1 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not ins...
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save_pretrained crashes when torch_dtype is passed
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21986). All of your documentation changes will be reflected on that endpoint.", "My understanding that the following code should work\r\n\r\n```\r\nfrom transformers import pipeline\r\np = pipeline(\"some/model\", torch_dty...
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If you have the following code ``` p = pipeline(... torch_dtype=torch.bfloat16) p.save_pretrained() ``` you get a crash because `torch.bfloat16` is not json serializable in the `tokenizer.save_pretrained()` method. This PR fixes this. @Narsil @ArthurZucker
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Ranking a pre-defined list of output candidates for LMs
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[ "Hey @gante , I was wondering you may will also have great suggestions on this. Thanks a lot in advance! :D. ", "Hey @yuchenlin ๐Ÿ‘‹ We usually don't add those sorts of tools to `transformers`, but I'd be happy to guide you.\r\n\r\nFirst of all, I'd suggest to check [the documentation and the examples for this func...
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CONTRIBUTOR
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### Feature request Can we support a feature that given an input and a list of output candidates for a LM (say fine-tuned T5 or GPT-2), we can get a score for each output candidate and then return the top K of them? For example, I fine-tuned a seq2seq model (e.g., BART or T5) for summarization, and now given an i...
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Update Jukebox tests
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[ "_The documentation is not available anymore as the PR was closed or merged._", "test failure irrelevant to this PR." ]
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# What does this PR do? Updage Jukebox tests, for PyTorch 2.0. The reason is the same as in #21975: tiny diff in scores, but sampling can give different results.
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Remove unneeded casts to bool
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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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docs: New terms and updates to glossary
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for the detailed edits, they are helpful! ๐Ÿ™‚ I will refresh permissions and also add a link to the pipeline for inference doc tomorrow ", "Added my update, and I followed the instructions to refresh permissions. I don't seem...
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Updates to the glossary as proposed in #21801 . All terms suggested in the issue were added, except for Encoder/Decoder. Acronyms were also added for terms in which it made sense (e.g. NLP) Note that this PR replaces ***autoencoding models*** with ***encoder models*** (and provides a more detailed definition) as ...
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Function infer_channel_dimension_format has a bug
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[ "Hi @aleksmirosh - you've tagged the right person :) Thanks for raising this issue. \r\n\r\nThe functions in the image transforms library currently only support grayscale (1 channel) and RGB (3 channel) images. What format are the images you're trying to use? ", "@amyeroberts \r\nThank you for your quick response...
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### System Info Hi, I am working on my own DataLoader. So my input to class transformers.SegformerImageProcessor has shape (6, 512, 512). So channel first. As I realized the problem is **image.shape[first_dim]** for me is 0, but your if construction said channel dimension should be always 1 or 3, which does...
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Fix gradient checkpointing bug in ESM
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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Fix gradient checkpointing bug in Codegen
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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21,978
Fix gradient checkpointing bug in BlipText
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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21,977
Fix gradient checkpointing bug in Blenderbot Small
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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Fix gradient checkpointing bug in BigBird Pegasus
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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Update expected values for `test_xglm_sample`
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# What does this PR do? Despite the `probs` value has only a difference of `7.59e-07`, the `torch.multinomial(probs, num_samples=1)` still gives different `next_tokens`: - 3967 (`sun`) in `torch 1.13.1` - 4565 (`water`) in `torch 2.0` Currently I keep both values, but we can remove the one for `torch 1.1...
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[DETR, YOLOS] Fix device bug
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# What does this PR do? This PR fixes a device bug for DETR and YOLOS's `post_process_object_detection` methods, which currently give a device mismatch between CPU and CUDA when running the model on CUDA. The PR also makes sure the postprocess methods are tested in the integration tests.
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21,973
GitHub Private Vulnerability reporting
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[ "cc @Michellehbn ", "Hi @Sim4n6, Thanks for reaching out to us! ๐Ÿค— We have a bug bounty program with HackerOne and would love for you to submit security vulnerability reports to https://hackerone.com/hugging_face. This is a private program so we will need to invite you. Do you happen to have an H1 username? Or yo...
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### Feature request Enable Private vulnerability reporting in the GitHub repository, please. https://docs.github.com/en/code-security/security-advisories/repository-security-advisories/configuring-private-vulnerability-reporting-for-a-repository ### Motivation I may have identified something low-impact vulnerabil...
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Support for `Flax` Trainer
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[ "This is also something we do not want to add or maintain for Flax, as researchers usually dislike Trainer classes very much.", "Understood, thanks for such a quick reply :hugs: " ]
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### Feature request A `Trainer` class similar to PyTorch/Tensorflow (deprecating in v5) . ### Motivation The process of training HuggingFace models in `PyTorch` has become more accessible due to the availability of the `Trainer` class and extensive documentation and tutorials. Similarly, in `Tensorflow`, training m...
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21,971
No clear documentation for enabling padding in FeatureExtractionPipeline
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[ "I simplified a bit for future readers:\r\n\r\n```python\r\nexample = \"After stealing money from the bank vault, the bank robber was seen fishing on the Mississippi river bank.\"\r\n\r\npipeline_without_padding_as_an_argument = pipeline(\r\n \"feature-extraction\",\r\n model=\"bert-base-uncased\",\r\n ret...
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### System Info - `transformers` version: 4.26.0 - Platform: Linux-4.19.0-23-cloud-amd64-x86_64-with-debian-10.13 - Python version: 3.7.12 - Huggingface_hub version: 0.12.0 - PyTorch version (GPU?): 1.13.1+cu116 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not install...
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Unable to load a pretrained model
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[ "Could you paste the code you are using?\r\n```py\r\nfrom transformers import AutoTokenizer, AutoModel\r\n\r\ntokenizer = AutoTokenizer.from_pretrained(\"microsoft/unixcoder-base\")\r\nmodel = AutoModel.from_pretrained(\"microsoft/unixcoder-base\")\r\n```\r\nworks perfectly fine.", "from transformers import (WEIG...
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### System Info - `transformers` version: 4.18.0 - Platform: Linux-4.18.0-425.10.1.el8_7.x86_64-x86_64-with-glibc2.28 - Python version: 3.10.4 - Huggingface_hub version: 0.2.1 - PyTorch version (GPU?): 1.11.0 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (N...
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Add check before int casting for PIL conversion
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# What does this PR do? Adds safeguards when images are converted to PIL images: * Additional condition if inferring `do_rescale` * Raise an error if values cannot be cast to `uint8` The PIL library is used for resizing images in image processors. If not explicitly set, whether or not to rescale pixel values ...
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[TF] Fix creating a PR while pushing in TF framework
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Yep, adding this", "I had a question, the `create_pr` function parameter is not available in the corresponding `PyTorch` or `Flax` implementation, I was wondering if this is intended. ", "Not sure I follow, torch already has this...
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# What does this PR do? Fixes #21967, where models in TF can't push and open a PR. A test should probably be added
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[TF] Can't open a pr when pushing
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[ "cc @gante " ]
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Creating a PR when uploading a model should work. ```python >>> from transformers import FlaxT5ForConditionalGeneration, TFT5ForConditionalGeneration >>> import jax.numpy as jnp >>> model = FlaxT5ForConditionalGeneration.from_pretrained("./art/flan-ul2", dtype = jnp.bfloat16, from_pt = True) >>> model.push_to_...
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Use larger atol in `torch.allclose` for some tests
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# What does this PR do? Running CI against torch 2.0 (and therefore CUDA 11.7), some tests for `BridgeTowerModel` failed: - test_disk_offload - test_cpu_offload - test_model_parallelism While with torch `1.13.1` (with CUDA 11.6), the difference between `base_output` and `new_output` in these 3 tests are 0.0, w...
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[๐Ÿ› ๏ธ] Fix-whisper-breaking-changes
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Test are failing because we do not check the `model.config` updating and will look good! ", "The same should now be applied to both the `TF` and the `Flax` version as the overwriting of the `generate` function is also supported. Wi...
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# What does this PR do? Should fix the backward compatibility issue with `model.config.forced_decoder_ids = ...` and should help users who want to generate with timestamps. Fixes #21937 and #21878
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Add BridgeTowerForContrastiveLearning
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger We have addressed all of your review in the latest commit. We have also added tests for BridgeTowerForContrastiveLearning. Would you please review the latest commit? We are looking forward to having this PR merged into main....
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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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Fix bert issue
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@younesbelkada or @gante, Can anyone of you please help me with the error I am getting after running fix-copies. Running fix-copies made changes to multiple files(19) and now I am getting tests_torch, tests_torch_and_tf error on it."...
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# What does this PR do? This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes issue #21737 for Bert. <!-- 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...
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use datasets streaming mode in trainer ddp mode cause memory leak
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[ "cc @lhoestq ", "Hi ! The axis 0 in your plot is time. Do you know how many training steps it corresponds to ?\r\n\r\nFYI the `text` loading in `datasets` samples text files line by line (with a buffer of >10MB to avoid small IO calls).\r\nMoreover .shuffle() uses a shuffle buffer of 1,000 examples, and batched `...
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### System Info pytorch 1.11.0 py 3.8 cuda 11.3 transformers 4.26.1 datasets 2.9.0 ### Who can help? @sgugger ### Information - [ ] The official example scripts - [X] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [X...
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Support customized vocabulary for decoding (in model.generate)
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[ "I have read this post: https://huggingface.co/blog/constrained-beam-search\r\n\r\nBut it seems that such Constraints can only support constraints of ensuring some tokens are part of the sentences but cannot prevent other tokens to be selected during decoding. ", "Found this post to use `bad_word_list` as the who...
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### Feature request Use case: Given a small list of tokens that is a subset of the whole vocabulary of the tokenizers for T5. For example, ["put", "move", "pick", "up", "on", "in", "apple", "bag", ....] And when we decode by using `model.generate()`, we want the model only output sentences that consist of words in...
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Add missing parameter definition in layoutlm config
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Four parameters in `LayoutLM` config were missing definitions, Added their definition (copied from BertConfig). # What does this PR do? Fix docs, add parameter definition copying them from BertConfig ## Before submitting - [X] This PR fixes a typo or improves the docs (you can dismiss the other checks if that...
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Fix MinNewTokensLengthLogitsProcessor when used with a list of eos tokens
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# What does this PR do? MinNewTokensLengthLogitsProcessor is missing support for a list of eos token ids. This PR adds the missing support, in the same way it was added in MinLengthLogitsProcessor. ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's...
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Cannot get the model weight of T5 INT8 model with Transformers 4.26.1
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[ "Cool that this seems to have been fixed for you! Could you tell us what the solution was? (for futur reference and other users who might stumble upon the smae problem)", "@ArthurZucker Hi, Arthur, we still did not fix this issue. Could you please have a check for this issue? We just modify the previous descripti...
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### System Info - `transformers` version: 4.26.1 - Platform: Linux-3.10.0-862.el7.x86_64-x86_64-with-glibc2.17 - Python version: 3.8.13 - Huggingface_hub version: 0.12.1 - PyTorch version (GPU?): 1.13.0+cpu - Tensorflow version (GPU?): not installed (No) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - J...
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Update expected values in `XLMProphetNetModelIntegrationTest`
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# What does this PR do? After #21870, we also need to update some expected values in `XLMProphetNetModelIntegrationTest` (as has been done for `ProphetNetModelIntegrationTest` in that PR)
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[Generate] Fix gradient_checkpointing and use_cache bug for BLOOM
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Fixes #21737 for Bloom. ## 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](https://discuss.huggi...
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LLaMA Implementation
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[ "does this work with int8?", "> does this work with int8?\r\n\r\nNo idea! I haven't messed with int8 too much myself. It ought to be compatible with whatever is already supported in the HF models.", "nice work! thanks for the upload and I hope it gets pulled", "_The documentation is not available anymore as t...
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# What does this PR do? Implementation of LLaMA models (https://arxiv.org/abs/2302.13971). Model weights can be requested [here](https://docs.google.com/forms/d/e/1FAIpQLSfqNECQnMkycAp2jP4Z9TFX0cGR4uf7b_fBxjY_OjhJILlKGA/viewform). Weight conversion script is included. Weights conversion can be run via: ```bash...
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`from_pretrained` broken 4.26.1
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[ "Hey! If you go to `hf.co/runwayml/stable-diffusion-v1-5` you will se that there are no `tokenizer.json` or any files related to tokenization. However there is a `tokenizer` folder. The new version of transformers supports `subfolder`. \r\nThe model on the hub was modified, thus the command that you are looking for...
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### System Info - `transformers` version: 4.26.1 - Platform: Linux-5.15.0-53-generic-x86_64-with-glibc2.10 - Python version: 3.8.13 - Huggingface_hub version: 0.12.1 - PyTorch version (GPU?): 1.13.0a0+d0d6b1f (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (N...
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Disable DDP for neuron
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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? This PR is to disable DDP when using neuron. Currently, we are overwriting the _wrap_model function in trainer.py to disable DDP. We want to avoid overwriting by disabling DDP when using neuron. <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, y...
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docs: improve clarity for language modeling
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# What does this PR do? - Improve clarity of tasks/language_modeling and tasks/masked_language_modeling docs. - In example preprocessing, remove `truncation=True` parameter from `tokenizer` so texts aren't truncated before being concatenated and chunked. ## Before submitting - [x] This PR fixes a typo or impr...
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TimeSeriesTransformerModel - 'features' Is 'NoneType'
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[ "@LtlSh can you kindly try with the main branch of transformers?", "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](htt...
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### System Info Sat Mar 4 10:44:51 2023 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 527.41 Driver Version: 527.41 CUDA Version: 12.0 | |-------------------------------+----------------------+----------------------+ | GPU Name ...
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auto_find_batch_size should say what batch size it is using
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[ "cc @muellerzr ", "Also, it would be good if auto find batch size also worked for the eval batch size? Otherwise for the eval batch size I still have to guess a few times and hope I don't run out of memory?", "Thanks! Solved with https://github.com/huggingface/transformers/pull/23800", "This issue has been au...
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### Feature request When using `auto_find_batch_size=True` in the trainer I believe it identifies the right batch size but then it doesn't log it to the console anywhere? It would be good if it could log what batch size it is using? ### Motivation I'd like to know what batch size it is using because then I will k...
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just testing
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21949). All of your documentation changes will be reflected on that endpoint.", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please...
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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test pull request for tokengt
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21948). All of your documentation changes will be reflected on that endpoint.", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please...
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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Pre-training language model with Translation Language Modelling (TLM) objective
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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 For large-scale pre-training MLM objective is heavily used. eg: BERT (Devlin et al., 2018), XLM-R (Connaue et al.,2019). The resources available from huggingface is to train a language model (LM) using MLM or CLM objectives. (ie. https://github.com/huggingface/notebooks/blob/main/examples/language_...
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Fix gradient checkpointing bug in Roformer
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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Fix gradient checkpointing bug in Rembert
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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Fix gradient checkpointing bug in Pegasus
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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Fix gradient checkpointing bug in OPT
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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[examples/speech-recognition] Add SpecAugment to run_speech_recognition_seq2seq.py
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi @sgugger,\r\n\r\nThanks for the review ! I've removed the SpecAugment arguments from `ModelArguments` and left some default values as asked. Also secured the attribute access in the line 447 to define `return_attention_mask` :)", ...
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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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21,941
Adding Type Hints to TF_Pegasus model
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi @mollerup23, mostly looks good! One thing to watch out for is that in some cases the default value of the argument has been changed. It's easy to see if you look in the GitHub \"Files changed\" tab (see the image - `return_dict` h...
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# What does this PR do? Added type hints for remaining `call()` functions for the Pegasus model (changes made only in the models/pegasus/modeling_tf_pegasus.py file). Fixes # [(16059)](https://github.com/huggingface/transformers/issues/16059) ## Before submitting - [ ] This PR fixes a typo or improves th...
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[CI] Fix ci
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> 2 other slow tests are failing, but they were also failing prior to #20211 .\r\n\r\nCould you share the names of these 2 tests.\r\nI can check on CI runners. I did it once on Friday for one test you mentioned, but let's make sure.\...
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# What does this PR do? A typo made during the full cleanup of the code was making 2 test fail. 2 other slow tests are failing, but they were also failing prior to #20211 .
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Add TF contrastive image text finetuning example
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Update: Woah! The argument names to `PushToHubCallback` across our examples became outdated and tests weren't picking that up. I'm fixing it in this PR too." ]
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This PR adds a TF port of the PyTorch example for finetuning the `TFVisionTextDualEncoderModel` class. Functionality is largely the same, but I used a `tf.data` pipeline to efficiently stream images instead of `torchvision`. I also added the ability to specify separate image/text models with arguments, whereas in the P...
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[Whisper] Fix feature normalization in `WhisperFeatureExtractor`
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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 does not respect `config.forced_decoder_ids`
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[ "This is based on the behavior that we enforce through the generate function. If there is a `generation_config`, it will be used and has priority over the `config`. \r\nThere should be a warning deprecating the control of generation through the `config`. See [here](https://github.com/ArthurZucker/transformers/blob/...
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CONTRIBUTOR
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### System Info - `transformers` version: 4.27.0.dev0 - Platform: macOS-13.1-arm64-arm-64bit - Python version: 3.9.13 - Huggingface_hub version: 0.11.1 - PyTorch version (GPU?): 1.13.1 (False) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): 0.6.3 (cpu) - Jax version: 0.4.1 - ...
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Whisper breaks on poor quality speech audio
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[ "cc @ArthurZucker and @sanchit-gandhi ", "Hey! Did you get similar results using the original `Whisper` model? Most probably this is just the model not being very good. ", "> Hey! Did you get similar results using the original `Whisper` model? Most probably this is just the model not being very good.\r\n\r\nNo,...
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NONE
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### System Info - `transformers` version: 4.26.1 - Platform: Linux-5.19.0-32-generic-x86_64-with-glibc2.17 - Python version: 3.8.16 - Huggingface_hub version: 0.11.1 - PyTorch version (GPU?): 1.13.1+cu117 (False) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (NA...
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Update feature selection in to_tf_dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "cc @MKhalusova Reference on updated API for selecting features from TF datasets", "Thanks for updating the docs too! Looks neat :)", "This issue has been automatically marked as stale because it has not had recent activity. If yo...
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COLLABORATOR
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# What does this PR do? Updates feature selection to ensure returned dataset structure is consistent after merging of datasets PR: https://github.com/huggingface/datasets/pull/5602. The PR makes it possible to return a TF dataset with a dict structure even if only a single feature is selected. Compatibility with...
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Faster `Skipping the first batches` in Trainer
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[ "This is already done in the main branch. You just need to have `Accelerate` installed as an extra dependency.", "Thanks for the info but I do have `accelerate==0.16.0` installed as reported in my logs but I still get extremely slow `Skipping the first batches`\r\n\r\n```yaml\r\nCONDA: transformers-4.20.1\r\nname...
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CONTRIBUTOR
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### Feature request Improve speed when skipping the first batches in `trainer.py`. ### Motivation Skipping batches should be fast. ``` Skipping the first batches: 76%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Œ | 93017/122500 [6:35:47<2:26:12, 3.36it/s] ``` In this example, the 'Trainer` already spent ~6h30 simply skipping batches and it...
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Update README logo
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[ "_The documentation is not available anymore as the PR was closed or merged._", "nice!" ]
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CONTRIBUTOR
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# What does this PR do? Update the README logo, mainly to have it visible in dark-mode (instead of black on black).
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Some text in the international README files are in the wrong language
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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 Some of the text in the international README files, such as the model descriptions, are in the wrong language. ### Who can help? _No response_ ### Reproduction N/A ### Expected behavior The text in each README file should be in the correct language. A good starting point is looki...
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[CLAP] Support batched inputs for CLAP. Fixes pipeline issues
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Just need to update the expected values for the doctest and will merge", "Pipeline, CI and doctests are all green ๐Ÿ˜‰ " ]
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# What does this PR do? Support batching the `is_longer` part of the input for `zero_shot_audio_classification`. The model was not able to run batched inputs. Added a test to support this.
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Avoid failure in `check_repo.py` due to missing backends
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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? My 2 PRs #21903 and #21909 forgot to check missing backends just like `check_all_models_are_auto_configured`, and it could fail on users env where some backends are missinig. This PR fixes this by checking missing backends. Sorry about that. **Remark** ``` from transformers.models.a...
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[Flan-UL2] Add-flan-ul2
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[ "Also, why are the international README entries in the wrong language?", "This should not be the case! Will fix this. ", "@sgugger it seems that the README translations are not correct for several languages (korean, jp, etc) due to the fact that they do not follow the correct structure (\"released with the repo...
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COLLABORATOR
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# What does this PR do? Adds the documentation for the FLan-UL2 model cc @younesbelkada Fixes #21917
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21,928
Use large VM for `repo_utils_job`
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[ "Can you just try to do a fake code modification in one of the repo utils so that the tests are run and we can check it works?", "Should be fine with 2 runs\r\n\r\nhttps://app.circleci.com/pipelines/github/huggingface/transformers/58978/workflows/d2090147-1c3f-4b21-8840-36409ab3424b\r\n\r\nhttps://app.circleci.co...
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# What does this PR do? Use `large` VM for `repo_utils_job`, as #21856 add `torch` for that job which requires more memory.
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Fix `ZeroShotAudioClassificationPipeline` doctest
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# What does this PR do? Fix `ZeroShotAudioClassificationPipeline` doctest
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Sync preprocesses before loading the processor at run_speech_recognition_ctc.py
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[ "_The documentation is not available anymore as the PR was closed or merged._", "cc @sanchit-gandhi ", "Updated seq2seq ASR fine-tuning script. I'm not very good with github, I guess there is no need to do a new PR.", "Wait... there is something I don't get correctly.\r\n\r\nAs far as I understand from the [(...
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# What does this PR do? Make sure all processes wait until data is saved before loading the processor from the `output_dir` in the `pytorch/speech-recognition/run_speech_recognition_ctc.py` example. Issue: * Non-main proccesses might try to load the processor from the `output_dir` before it is saved. ## ...
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[Whisper] Index error with model weights like base, large-v2
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[ "Do you have the sample audio that triggers the bug ?\r\nI couldn't reproduce locally.\r\n\r\nAslo, is there any particular reason for having such a complex script ? I can see several things that could slow down this code more than it should.\r\n\r\n`pipe = pipeline(task=\"automatic-speech-recognition\", model=mode...
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### System Info - `transformers` version: 4.27.0.dev0 - Platform: Linux-5.4.0-66-generic-x86_64-with-glibc2.31 - Python version: 3.10.9 - Huggingface_hub version: 0.12.1 - PyTorch version (GPU?): 1.13.1 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not installed (NA) ...
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[WIP] [Flax] Improving Docs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21924). All of your documentation changes will be reflected on that endpoint.", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please...
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# What does this PR do? Adding relevant Jax/Flax code in `<frameworkcontent>` in Transformers Docs. Issues: - Since Flax has no `Trainer` class, no code exist for `Train` section in the tasks guide ([example](https://huggingface.co/docs/transformers/tasks/token_classification#train)). ## Before submitting ...
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Fix `AlignModelTest` tests
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# What does this PR do? - Fix `AlignModelTest` torchscript tests. This model has non-persistent buffer, and need a bit more care (same as in common test) ```python self.register_buffer( "token_type_ids", torch.zeros(self.position_ids.size(), dtype=torch.long), persistent=False ) ```...
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update model_split_percents
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# What does this PR do? #21883 changed `WhisperModelTest`'s `model_split_percents ` from `[0.5, 0.7, 0.9]` to `= [0.8, 0.9]` to make `test_model_parallelism` work. But it fails `test_disk_offload` which uses `self.model_split_percents[0]`. This PR adds back `0.5`. With `model_split_percents = [0.5, 0.8, 0.9]`, th...
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Fix gradient checkpointing megatron bert
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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Fix gradient checkpointing bug in mvp
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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Fix wrong documentation about DataCollator padding defaults
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# What does this PR do? Fixes some documation for DataCollatorForTokenClassification and DataCollatorForSeq2Seq, which previously mentioned no padding is the default, which is false. ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x]...
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Fix gradient checkpointing bug in MBart
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This PR fixes a bug that a user can encounter while using generate and models that use gradient_checkpointing. Fixes Issue https://github.com/huggingface/transformers/issues/21737 cc @younesbelkada or @gante
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Add FLAN-UL2
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[ "@DanielHesslow (since you ported the original UL2 weights). I would like to contribute, but I'm not too sure how to convert the weights from JAX to PyTorch.", "I had a dirty dirty script which unfortunately lives on my old dev machine that I don't have with me at the moment ๐Ÿ˜… \r\n\r\nI basically just loaded the...
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### Model description UL2 is a unified framework for pretraining models that are universally effective across datasets and setups. UL2 uses Mixture-of-Denoisers (MoD), a pre-training objective that combines diverse pre-training paradigms together. UL2 introduces a notion of mode switching, wherein downstream fine-tu...
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[In progress] Add warning padding attention mask
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[ "cc @gante ", "Thank you for the comment!\r\n\r\nBased on my understanding, [this line of code](https://github.com/huggingface/transformers/pull/21916/files#diff-6b72b98c4c2dcfc6cc606843917733f5d858374fbc22a735ff483bbc0c1e63eaR1054) enables the checking process only once during the forward pass, so it should not ...
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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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21,915
Mask2Former ImageProcessor produces different results on Mac vs Windows.
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[ "Here is the image I used.\r\n![0023](https://user-images.githubusercontent.com/590151/222617740-0088ded3-cd49-46df-aa23-0c2a30605729.jpg)\r\n", "Also cc @alaradirik ", "Thanks for raising this issue @nickponline and for all the details! \r\n\r\nCould you give details on how you're reading in the image e.g. thr...
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### System Info >>> transformers.__version__ '4.27.0.dev0' >>> Python 3.10.6 Windows vs Mac ### Who can help? @amyeroberts ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQu...
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feat: filter try/except when looking at custom code
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks again!", "Happy to help! Thanks for the great packages!\n\nOn Fri, Mar 3, 2023 at 8:44 AM Sylvain Gugger ***@***.***>\nwrote:\n\n> Thanks again!\n>\n> โ€”\n> Reply to this email directly, view it on GitHub\n> <https://github.c...
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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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21,913
[performance] from_pretrained is still much slower than torch.load and seems to be initializing weights
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[ "Thank you for trying to analyse this, @moyix and for wanting to make things faster.\r\n\r\nI dug into it and here is what I have to share with you.\r\n\r\n# What's happening for real\r\n\r\nIt's pretty clear from your profiler report that the diff comes from weights init which as you said get overwritten with weig...
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### System Info - `transformers` version: 4.26.1 - Platform: Linux-5.15.0-52-generic-x86_64-with-glibc2.31 - Python version: 3.10.9 - Huggingface_hub version: 0.12.1 - PyTorch version (GPU?): 2.0.0.dev20230224+cu118 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not insta...
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Allow for try/except imports for custom code
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[ "Indeed that sounds like a nice feature to have. I think the easiest way to deal with it would be to remove all try/except blocks from the content [here](https://github.com/huggingface/transformers/blob/37e0974afcbccdc85da59d51b44e1437b6b3caea/src/transformers/dynamic_module_utils.py#L117) before the tests of the i...
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CONTRIBUTOR
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### Feature request When uploading a model with custom code, I wanted to try and use Flash Attention in one of the modules. However, to get around a case where people might use it on CPU, I added `try/except` block for the import. However, I get an error when downloading locally like `This modeling file requires t...
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Avoid modeling tests run in pipeline CI jobs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21911). 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? Avoid modeling tests run in pipeline CI jobs. PR #21887 applied ``` @is_pipeline_test class PipelineTesterMixin: ``` Together the changes in #21516 ``` class BertModelTest(ModelTesterMixin, PipelineTesterMixin, unittest.TestCase): ``` these 2 make all modeling test methods becom...
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Fix doctests for TFVisionTextDualEncoder
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21910). All of your documentation changes will be reflected on that endpoint." ]
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MEMBER
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So I might have just copy-pasted all the PyTorch doctests into the TF class and made the CI angry. But it's fixed now!
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PR_kwDOCUB6oc5LKLzY
21,909
Cleanup more auto mapping names
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# What does this PR do? Just a follow-up PR of #21903. Rebase on main once #21911 (or a fix from your side) being merged will be OK.
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21,908
Temporarily skip 3 tests in `BridgeTowerModelTest`
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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? skip for now
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Update modeling_funnel.py
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Just for check, don't merge # 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....
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21,906
faster forward following what is done for images
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Failure seems unrelated" ]
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# What does this PR do? Follow up of #21897 Keeps batch_size active, but restricts it to the imagepart. Calculates candidate_labels features only once (there's no way with this current pipeline to send different candidate_labels so we can take the optimization. Ultra narrowed for CLIP but the pipeline has existed for ...
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21,905
Adds "causal-lm-with-past" to codegen
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for your PR, but ONNX support is now in the optimum library and we don't accept new PRs in Transformers.", "Okay, thanks, closing then!" ]
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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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21,904
Add Blip and Blip2 for pipeline tests
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thank you ! !!!" ]
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# What does this PR do? A continuation of (not merged) #21802. @NielsRogge I will add you as the contributor. @Narsil Just in case you want to take a look too, as you reviewed #21904, and asked for adding the tests.
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21,903
Clean up auto mapping names
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[ "so far on `main`\r\n```bash\r\n`layoutxlm` appears in the mapping `PROCESSOR_MAPPING_NAMES` but it is not defined in the keys of `CONFIG_MAPPING_NAMES`.\r\n`wav2vec2_with_lm` appears in the mapping `PROCESSOR_MAPPING_NAMES` but it is not defined in the keys of `CONFIG_MAPPING_NAMES`.\r\n`blip_2` appears in the m...
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COLLABORATOR
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# What does this PR do? Clean up auto mapping names + add a check ๐Ÿ•โ€๐Ÿฆบ
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how to beam search
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[ "Please use the [forums](https://discuss.huggingface.co/) to ask such questions.", "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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The current interface is similar to `output=model.generate(**inputs, num_beams=4, no_repeat_ngram_size=7)` but decoding one by one is too slow. Does beam seach support batch-by-batch decoding? How to write if supportใ€‚
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[WIP] Creating automated test with release candidate of safetensors.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21901). All of your documentation changes will be reflected on that endpoint.", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please...
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this with a d...
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Make TFForceTokensLogitsProcessor exportable as tf concrete function.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21900). All of your documentation changes will be reflected on that endpoint.", "Also, check CI haha", "Will handle these ๐Ÿ‘๐Ÿป ", "This issue has been automatically marked as stale because it has not had recent activity...
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MEMBER
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Previously we were doing an inner conversion from `[[int]]` to `dict[int, int]` but `dict` is not something concrete functions like. This PR provides a fully compatible concrete function export, removing the inner transformation to `dict` tu use `tf.Tensor` only.
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21,899
Enable to pass two or model pretrained models to the Trainer.
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[ "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.\n\nPlease note that issues that do not follow the [contributing guidelines](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) a...
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CONTRIBUTOR
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### Feature request I tried a compound architecture that uses two tower models that get initialized with from_pretrained methods. Then I wrapped the Custom model class with the Pretrained model class. It works well in a single GPU. But fails in multiple GPU settings. ### Motivation It would be useful t...
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fix typo in Bart's attention
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[ "_The documentation is not available anymore as the PR was closed or merged._", "thank you!" ]
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# What does this PR do? Fix a typo in Bart's attention.
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Faster zero shot image
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[ "@yessenzhar", "_The documentation is not available anymore as the PR was closed or merged._", "Does it also do a cross product ? Then possibly yes.", "I mostly copy pasted the whole sequence. Will open a PR ", "> I mostly copy pasted the whole sequence. Will open a PR\r\n\r\nThe cross product is in the mod...
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# What does this PR do? Should superseed: https://github.com/huggingface/transformers/pull/21861#event-8644623666 - Keeps `batch_size` active, but restricts it to the `image`part. - Calculates `candidate_labels` features only once (there's no way with this current pipeline to send different candidate_labels so w...
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[T5 doc] Fix confusing documentation about `d_kv`
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# What does this PR do? Fixes #21641. The documentation mentioned that `d_kv` must be equal to `d_model//num_heads` while this does not hold in the code. The code states that `d_kv = inner_dim//num_heads`, but inner dim can be different from the d_model.
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Make error message more informative
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CONTRIBUTOR
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# What does this PR do? Make error message more descriptive by adding one word, changes the message `The hidden size ({config.hidden_size}) is not a multiple of the number of attention` to `The hidden size ({config.hidden_size}) is not a multiple of the number of attention heads` in the previous error message, the wor...
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Add FlaxWhisperForAudioClassification model
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_21894). All of your documentation changes will be reflected on that endpoint.", "> Modelling code looks good @raghavanone! Nice one on getting this working so quickly ๐Ÿ™Œ Do you want to have a go at adding the encoder-only t...
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CONTRIBUTOR
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# What does this PR do? Fix : #21779 Please review and let me know changes @sanchit-gandhi
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[ZAC] fix ci daily
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Failing test is unrelated" ]
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# What does this PR do? Fixes the loading of zero shot audio classification pipeline by providing a correct revision. The previous one was destroyed when checkpoints were overwritten at some point. (that's also when the model card dissapeared).
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[i18n-<languageCode>] Translating docs to <languageName>
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<!-- Note: Please search to see if an issue already exists for the language you are trying to translate. --> Hi! Let's bring the documentation to all the <languageName>-speaking community ๐ŸŒ (currently 0 out of 267 complete) Who would want to translate? Please follow the ๐Ÿค— [TRANSLATING guide](https://github...
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[Time-Series] Autoformer model
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[ "One small open issue left, is adding the series decomposition to the decoder with the trend input. Will do after the initial review :)", "_The documentation is not available anymore as the PR was closed or merged._", "some of the TF tests are failing and I believe they are unrelated", "PR is green ", "than...
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CONTRIBUTOR
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# What does this PR do? Adding Time Series Autoformer model https://arxiv.org/abs/2106.13008 Related issue: #21890 @kashif :) ## Differences between the vanilla transformer <img width="484" alt="image" src="https://user-images.githubusercontent.com/17675462/229438415-6a5bba78-c3bf-47b1-966a-f3664a0921e...
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