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Update Swin MIM output class
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# What does this PR do? - Replaces incorrectly named `logits` output of `SwinMaskedImageModelingOutput` and `SwinV2MaskedImageModelingOutput` classes with the `reconstruction` attribute - Sets `logits` as a property for backward compatibility and adds a deprecation warning ## Before submitting - [ ] This PR fixes...
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Hardcode GELU as the intermediate activation for ESM
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Just to understand a bit better, does this mean that the nucleotide model has a different activation set in its config used for other layers? ", "Actually, no! It also always expects gelu, which matches the original ESM (both the p...
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One more issue revealed by the nucleotide transformer port! This time it's the activation function - ESM uses a hardcoded GELU, which the PyTorch port gets right, but the TF port used an intermediate block copied from BERT which reads `config.hidden_act`. This value was set to `gelu` for all of the original ESM checkpo...
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[`SAM`] Change to `facebook/sam-vit-base`
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CONTRIBUTOR
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# What does this PR do? Changes the checkpoint name to `sam-vit-base` instead of `sam-vit-big` which was slightly confusing for users. The checkpoints are sorted with their size - `sam-vit-base`: 350MB - `sam-vit-large`: 1GB - `sam-vit-huge`: 2GB Which now makes more sense. The repo on the Hub have been upda...
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`prefix_allowed_tokens_fn` do not constrain when all allowed tokens have scores of `-inf`
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[ "Hey @ksh108405 πŸ‘‹ \r\n\r\nConstrained generation has several issues at the moment, and I'm out of bandwidth. I'm adding this to the list of things keep an eye on when revisiting constrained generation :)", "Hello @gante , I'm happy to work on this issue. Do you approve?\r\n\r\n(I have some experience with constr...
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### System Info transformer 4.25.1 python 3.8.16 ### Who can help? @gante ### Information - [ ] The official example scripts - [X] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [X] My own task or dataset (give details be...
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22,889
fix warning function call creating logger error (max_length and max_new_tokens)
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@QuentinAmbard @gante , could you please tell how to fix this bug? I still see \"logging error message\".", "You need to wait for the next release I guess, or apply the fix directly?", "> You need to wait for the next release I g...
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CONTRIBUTOR
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# What does this PR do? PR #21347 introduced a bug in the warning we display, calling the wrong warn function. There is a bug open about this error: #22636 it's either `warnings.warn("msg", UserWarning,)` or `logger.warning("msg")` In this case we have `logger.warn` which is deprecated, and `logger.war...
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fix: GPTNeoX half inference error
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi! @younesbelkada \r\n\r\nIt works fine when executed in the way you described.\r\n\r\nHowever, what do you think about considering the case of using model.half?\r\n\r\nThanks!\r\n\r\nbefore:\r\n```\r\nmodel = GPTNeoXForCausalLM.fro...
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CONTRIBUTOR
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norm_factor is still torch.float32 after using model.half So I changed it to register_buffer so I can change it to torch.float16 after using model.half This error does not occur in all cases, but it does happen occasionally. Thanks! Error Message: ``` File "/data2/sblee/anaconda3/lib/python3.9/site-packa...
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Fix SAM example in documentation
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As per title
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[`SAM`] Correct arxiv link
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# What does this PR do? This PR fixes the link of SAM paper with the correct arxiv link cc @ArthurZucker @amyeroberts @osanseviero
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LongT5 - Errors
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[ "Hey! If you want some help you should provide a reproducer of what the error was with the output of `transformers-cli env` πŸ€— ", "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 t...
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I am not very sure if the models/documentation is up to date in the website. For example, I have experienced this with a LongT5 model. It gives an error that transformers library doesn't have such model. I assume this happens due to the fast changes going on with NLP models in general these days. Perhaps there is a...
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KeyError: eval_loss when using Trainer (SpeechT5 fine-tuning)
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[ "Added a Colab that demonstrates the issue with a minimal amount of code: https://colab.research.google.com/drive/12AFpcCE96C22-IxRRJjDIo1s4wDsP0v_?usp=sharing\r\n\r\nI still had a copy of the SpeechT5 TTS fine-tuning changes on 4.28.dev and that works fine, so something that changed between 4.28 and 4.29 has broke...
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CONTRIBUTOR
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### System Info current main branch of Transformers (4.29.0.dev0, 20 Apr 2023) ### Who can help? @hollance ### Information - [X] 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 datase...
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Change schedule CI time
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_22884). 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? **This PR changes the test CI to be scheduled 2 hours after the image build CI.** Despite #22859 changed to use `accelerate@main`, the last DeepSpeed CI docker image still has `accelerate==0.18.0`. This is because that image build takes ~1h30m to finish, but the test CI is scheduled (only)...
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22,883
Add FlaxWhisperForAudioClassification model
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sanchit-gandhi I have opened new PR. \r\n", "This actually broke a lot of tests on Flax Whisper, so reverting. Can you re-open the PR and rebase on main so we can see what went wrong?", "@sanchit-gandhi Request you to open this...
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` Device to device copy is unsupporte` RuntimeError
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[ "Hi @lms-mt, thanks for reporting this issue! \r\n\r\nSo that we can best help you, could you share the following: \r\n* The running environment: run `transformers-cli env` in the terminal and copy-paste the output\r\n* A minimal code snippet to reproduce the error", "cc @ArthurZucker ", "I am using main and I ...
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NONE
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### System Info transformer: 4.20.1 platform: docker Ubuntu python: 3.8.13 ### Who can help? _No response_ ### Information - [ ] The official example scripts - [X] My own modified scripts ### Tasks - [X] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own task or datase...
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Question about Bloom pretrain
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[ "Hi, @ZeyuTeng96 thanks for raising an issue! \r\n\r\nThis is a question best placed in our [forums](https://discuss.huggingface.co/). We try to reserve the github issues for feature requests and bug reports.", "This issue has been automatically marked as stale because it has not had recent activity. If you think...
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### Feature request Hi, a question about bloom pretrain In pretrain phase, I prepared set of unlabeled text in a .txt file. Each line is a paper or a paragraph in a paper. Each line should be independnet. So, the next line or next text is not relevant to previous one. The run_clm.py script can read those text lin...
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tests: Fix flaky test for NLLB-MoE
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[ "_The documentation is not available anymore as the PR was closed or merged._", "cc @ydshieh ", "Happy to!" ]
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CONTRIBUTOR
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# What does this PR do? Fixes #22464 (and added some light docs edits I happened to notice) From my comment in the issue: Looked into this and I think the flakiness is caused by the natural variability in the sparse MoE layers. Specifically that when they calculate which experts to use in the gating logic, they’...
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[Examples/TensorFlow] minor refactoring to allow compatible datasets to work
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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This PR removes the hard-coded "wikitext" values from the scripts so that they can be used in conjunction with any compatible dataset. @Rocketknight1 FYI.
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[tensorflow] Add support for the `is_symbolic_tensor` predicate
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[ "_The documentation is not available anymore as the PR was closed or merged._", "cc @Rocketknight1 ", "This looks clean! Do you have any links to documentation/discussion about `is_symbolic_tensor` in TF, though? This is the first I've heard of it - I can see the relevant code in the TF codebase, but are we gua...
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CONTRIBUTOR
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# What does this PR do? This PR adds support for the `is_symbolic_tensor` predicate in TensorFlow. This predicate will become available starting with version 2.14. <!-- 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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Llama fast tokenizer `train_new_from_iterator` returns `TypeError: 'NoneType' object is not subscriptable`
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[ "Same problem here. The code appears to be looking for a ByteLevel pretokenizer, but the json.load(_tokenizer) at line 644 of tokenization_utils_fast.py is initializing one with pretokenizer equal to None", "Hey! Thanks for reporting! I can reproduce this, indeed it's bug will investigate", "This issue has been...
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### System Info accelerate==0.18.0 aiohttp==3.8.4 aiosignal==1.3.1 anyio==3.6.2 argon2-cffi==21.3.0 argon2-cffi-bindings==21.2.0 arrow==1.2.3 asttokens==2.2.1 async-timeout==4.0.2 attrs==23.1.0 backcall==0.2.0 beautifulsoup4==4.12.2 bitsandbytes==0.38.1 bleach==6.0.0 certifi==2022.12.7 cffi==1.15.1 c...
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Remove broken test_data symlink in legacy s2s examples
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# What does this PR do? This PR removes the broken `test_data` symlink in `examples/legacy/seq2seq/test_data` <!-- 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 th...
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Generation: only search for eos_token if set
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> 1. If you rebase with `main`, you'll see that there is another decoding method with the same pattern. Would you be able to rebase and push the change there as well?\r\n\r\nDone. I have not reviewed the rest of the function for sync...
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In generation, the current check for `unfinished_sequences.max()`, which is to find sequences that have ended early via `eos_token_id`, creates a synchronization point even when there is no `eos_token`, which slows inference down. This pull request moves that calculation to inside the condition checking for an `eos_...
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ddp fixes for training
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[ "_The documentation is not available anymore as the PR was closed or merged._", "cc @sgugger, solution is exactly what we have in Accelerate, and would be a good way to keep it working until the Accelerate integration is fully finished :) " ]
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CONTRIBUTOR
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# What does this PR do? While trying to train Stable LM or even Llama, I ran into a couple of issues with multi-gpu and DDP. I've added a check to skip this for this case since torch doesn't support it: see https://github.com/pytorch/pytorch/blob/main/torch/nn/parallel/distributed.py#L686-L694 ``` File "/opt...
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While weight conversion of llama-13b getting this error: RuntimeError: Internal: unk is not defined.
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[ "facing the same issue.", "Hey! Thanks for reporting I'll investigate this! ", "I have the same issue when I use the latest version of torch.", "I did not find the solution. but if someone wants to download the weights.\r\nfollowing link has all the versions.\r\n\r\nhttps://huggingface.co/elinas", "Okay, We...
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### System Info OS : Ubunto Virtual Env : **accelerate==0.18.0 certifi==2022.12.7 charset-normalizer==3.1.0 cmake==3.26.3 filelock==3.12.0 huggingface-hub==0.13.4 idna==3.4 Jinja2==3.1.2 lit==16.0.1 MarkupSafe==2.1.2 mpmath==1.3.0 networkx==3.1 numpy==1.24.2 nvidia-cublas-cu11==11.10.3.66 nvidia-...
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moved labels to the same device as logits for OTP, CODEGEN ,gptj and pixel2struct model
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Glad to help! " ]
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# What does this PR do? As suggested in the [#22561](https://github.com/huggingface/transformers/issues/22561), moved labels to the same device as logits for the OTP model and codegen model @sgugger can u pls review and merge this pr?? @sgugger I am really sorry for the mess of this pr, I will not repeat th...
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moved labels to the same device as logits for opt, GPTJ , codeine and pix2struct models
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[ "### there are some things to be changed i will keep pr after that changes", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_22871). 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? As suggested in the [#22561 ](https://github.com/huggingface/transformers/issues/22561) , moved labels to the same device as logits for OPT, GPTj, codegen and pix2struct models. I am new to open source pls give me suggestions for keeping better pr.
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Fix to removing ESM special tokens
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[ "that took like 45 seconds how do you see your notifications that quickly", "Ah ah, I was on my GitHub already that's all.", "I'm intimidated nonetheless!", "_The documentation is not available anymore as the PR was closed or merged._" ]
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This is a followup to PR #22770 - I forgot that because of the way the ESM tokenizer is structured that the EOS token would come back after it was saved and reloaded. By making the special tokens arguments to the tokenizer, we can set them using `init_kwargs` and ensure that they stay changed permanently. Sorry for ove...
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Fixup multigpu local_rank
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# What does this PR do? The `local_rank` wasn't being properly set when using the `PartialState`, causing failures on the nightlies. This PR fixes it. Fixes # (issue) Failing nightly tests ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the ...
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Update modeling_opt.py
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_22868). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? As suggested in the [#22561 ](https://github.com/huggingface/transformers/issues/22561) ,moved labels to the same device as logits for OTP , codegen and gptj @sgugger can u pls review this once??
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`push_to_hub` with `branch` or `revision` keyword argument
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[ "cc @sgugger ", "If you want to contribute a PR to add this, it would be welcome!", "Any updates on this @zanussbaum ?" ]
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CONTRIBUTOR
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### Feature request In `datasets`, you can upload a dataset to a `branch`. In the `transformers` package, it doesn't seem like `branch` or `revision` [are supported](https://huggingface.co/docs/transformers/v4.28.1/en/main_classes/model#transformers.PreTrainedModel.push_to_hub) ### Motivation To push a model to the ...
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Flax Refactor v2
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_22866). All of your documentation changes will be reflected on that endpoint.", "Hey @cgarciae - we're nearly finished with this PR far as I can tell. Do you have the bandwidth to see this through to completion? Happy to h...
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# What does this PR do? Alternative to #22627. Instead of making `FlaxPretrainedModel` a Flax `Module`, this PR aims to make all inner `.module`s usable in a standalone way by moving any pre/posprocessing done by its `*Model` container into the Module itself.
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Remove some pipeline skip cases
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COLLABORATOR
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# What does this PR do? Remove some pipeline skip cases after #22428: the real tokenizers avoid a lot of failing cases - except for QA with slow tokenizers. P.S. As discussed once on Slack: the QA pipeline with slow tokenizer uses some methods in `src/transformers/data/processors/squad.py`, and we plan not to mak...
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Add perf_train_gpu_one.mdx italian translation
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[ "@Baelish03 Thanks for adding this! To resolve the failing quality checks, you'll need to run `make fixup` locally and push any changes. " ]
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CONTRIBUTOR
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See issue #17459 Good evening. I didn't translate technical terms and I preferred to keep them in english. So I hope it's all ok. Good bye.
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GPT-2 trained on 24 yrs of US patent grants
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[ "Hi @goji-patai - cool model! \r\n\r\nThis kind of post is best shared in places like our forum's [Show and Tell](https://discuss.huggingface.co/c/show-and-tell/65) section, or the `i-made-this` channel in our [discord](https://t.co/1n75wi976V?amp=1). We try to reserve the issues for feature requests and bug report...
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### Model description Hi, I have a GPT2 model available that was made from scratch and has been trained on 1976-2000 US patent grants ~>1M docs. I think it is a cool/useful example of Huggingface's gpt2 implementation. I continue to update this model as I get new data. I have a local streamlit implementation ...
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Generate: assisted decoding with sample
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I'm closing this PR because I found a much much better way to handle the sample case 🧠 \r\n\r\nStay tuned πŸš€ " ]
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MEMBER
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# What does this PR do? This PR expands the previous [assisted generation PR](https://github.com/huggingface/transformers/pull/22211) so as to work with sampling. Two important notes to review the PR: 1. I'd suggest starting the review by the docs, so you understand what's going on at a high level. Sampling adds...
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22,861
LLaMA `generate` output changes depending on batch size
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[ "Hey @ryan-caesar-ramos πŸ‘‹ \r\n\r\nThe particular base checkpoint you're using (`decapoda-research/llama-7b-hf`) is not compatible with transformers, so we do not provide support for related problems :) \r\n\r\nIf you have access to the original Meta weights, you can use other checkpoints as a starting point (e.g. ...
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### System Info ``` - `transformers` version: 4.29.0.dev0 - Platform: Linux-5.10.147+-x86_64-with-glibc2.31 - Python version: 3.9.16 - Huggingface_hub version: 0.13.4 - Safetensors version: not installed - PyTorch version (GPU?): 2.0.0+cu118 (True) - Tensorflow version (GPU?): 2.12.0 (True) - Flax version (C...
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22,860
Remove 'main' from doc links
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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? There's a bunch of models added to the readme which have `main` in their doc link. This shows up in a lot of contributor's PRs' diffs, which is a bit annoying. This resolves this. ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if th...
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22,859
use `Accelerate@main`
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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? We love `Accelerate@main` for CI.
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22,858
Finetuned Donut model taking too much time on local machine for inference , around 5 minutes.
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[ "Hi @shubh1608, thanks for raising this issue. \r\n\r\nCould you share the following information, so that we can best help you: \r\n* Checkpoint of the Donut model being used\r\n* Environment being run (locally and on Colab). Copy-paste the output of `transformers-cli env` run in the terminal\r\n* Expanded snippet ...
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Finetuned Donut model is taking **4 minutes 37 seconds** for inference on my local windows laptop which has **16GB RAM and 4 cores**. However, inference time is under **5 seconds on a google colab CPU machine**, it has 32GB RAM. On Colab GPU, the inference time is under a second. **_Why it's taking too much time on ...
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fix: Correct small typo in docstring
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Thanks for the fix and quick PR! πŸš€\r\n> \r\n> For the quality checks, you'll need to run `make fixup` locally and push and changes.\r\n\r\n@amyeroberts Thank you very much!\r\nDone!" ]
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CONTRIBUTOR
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# What does this PR do? Fixes #22855 <!-- 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, plea...
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22,856
Type hinting Inconsistency in beam_search.py
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[ "Hey @mert-kurttutan πŸ‘‹ \r\n\r\nThat is absolutely correct. Would you like to open a PR to fix it? :)", "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 fol...
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### System Info Main branch ### Who can help? @gante ### 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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22,855
Small typo in `conversation.py` docstring.
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[ "@oscar-defelice Good spot! Would you like to open a PR with the amendment? ", "Yes, I can open a PR and add a fixing commit.\r\n\r\nthank you very much!" ]
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CONTRIBUTOR
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## Reproduction There is a small typographical error in the docstring for Conversation class in conversational.py. ```python class Conversation: """ Utility class containing a conversation and its history. This class is meant to be used as an input to the [`ConversationalPipeline`]. The conversa...
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22,854
fix SpeechT5 doc comments
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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CONTRIBUTOR
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# What does this PR do? Forgot to run the documentation tests on the SpeechT5 TTS changes. <!-- 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 t...
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22,853
Add an efficient vision transformer backbone in ICLR 2022: CrossFormer
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[ "I'm going to close this as it's a repeat of #22852" ]
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### Model description The CrossFormer has three new things that does not exist in other ViTs (such as Swin): 1. The cross-scale embedding layer(CEL) that generate cross-scale embeddings as ViT's input. 2. The long-short distance attention (LSDA) mechanism, which is an efficient replacement of the vanilla self-atte...
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22,852
Add an efficient vision transformer backbone in ICLR 2022: CrossFormer
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[ "I can pick this up. ", "@raghavanone Are you still working on this? If so, would you have an estimation of when it will be ready for review? This would be a great addition to the library, if you don't have enough bandwidth then we can open it up for someone else in the community to pick up :) \r\n\r\ncc @rafaelp...
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### Model description The CrossFormer has three new things that does not exist in other ViTs (such as Swin): 1. The cross-scale embedding layer(CEL) that generate cross-scale embeddings as ViT's input. 2. The long-short distance attention (LSDA) mechanism, which is an efficient replacement of the vanilla self-atte...
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22,851
Deadlock condition in layoutlmv2 using OMP library
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[ "Hi @Agarwal-Saurabh, thanks for reporting this issue. \n\nSo that we can best help, could you follow the issue template and give information about the running environment (from running `transformers-cli env`) and a reproducible code snippet? ", "@amyeroberts here is the details\r\n- `transformers` version: 4.28....
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I tried to fork the layoutlmv2 model using kserve workers adding the OMP library variables but it leads to deadlock. Intresting fact is it works well without OMP library variables but gives really high inference time. Is there a resolution to utilize layoutlmv2 with multithreading and forking sharing the values u...
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feat(model parallelism): move labels to the same device as logits for M2M100
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Thanks a lot!\r\n\r\nThank you 😊 " ]
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# What does this PR do? Moves labels to same device as logits for M2M100 Related to #22561 @sgugger hello please review.
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22,849
Fine-tuning wav2vec 2.0 with `torch.compile`
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[ "cc @sanchit-gandhi ", "Hi @w11wo, thanks for raising this issue! \r\n\r\nPlease note that whilst we aim to support a wide variety of use cases with our examples, `torch_compile` is an experimental flag and not one we guarantee will work for for all of our models as the support is progressively rolled in in PyTor...
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### System Info - `transformers` version: 4.28.1 - Platform: Linux-4.19.0-23-cloud-amd64-x86_64-with-glibc2.28 - Python version: 3.9.0 - Huggingface_hub version: 0.13.3 - Safetensors version: not installed - PyTorch version (GPU?): 2.0.0+cu117 (True) - Tensorflow version (GPU?): not installed (NA) - Flax versio...
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Add LLaVA model
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[ "@sgugger and @youssefadr, I want to work on this issue. I am new to open source and hugging face, can u pls provide me some guidance to work on this issue. Any reference issue that helps on getting an idea on this..pls help me out.", "@sushmanthreddy It's great you want to contribute a model! \r\n\r\nThere's a [...
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CONTRIBUTOR
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### Model description [LLaVA](https://llava-vl.github.io/) is a multimodal model that combines a vision encoder and Vicuna for general-purpose visual and language understanding, "achieving impressive chat capabilities mimicking spirits of the multimodal GPT-4". ### Open source status - [X] The model implementation i...
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Creating XLNetTokenizer from Custom ByteLevelBPETokenizer Throws OSError
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[ "UPDATE: According to [this summary](https://huggingface.co/docs/transformers/tokenizer_summary#sentencepiece), XLNet uses SentencePiece tokenization; so, I tried swapping in a `SentencePieceBPETokenizer` instead of a `ByteLevelBPETokenizer` (you should really include `SentencePieceBPETokenizer` in the docs by the ...
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### System Info - `transformers` version: 4.28.1 - Platform: Linux-3.10.0-1160.76.1.el7.x86_64-x86_64-with-glibc2.17 - Python version: 3.9.12 - Huggingface_hub version: 0.13.3 - Safetensors version: not installed - PyTorch version (GPU?): 2.0.0+cu117 (False) - Tensorflow version (GPU?): not installed (NA) - Fla...
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NameError: name 'PartialState' is not defined.
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[ "Closing, as this issue is a duplicate of a comment on #22816, where it it being followed up on. " ]
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I am using the following version of transformer, datasets and huggingface_hub. ![image](https://user-images.githubusercontent.com/77198742/232941383-cc398bb4-88c0-4a12-9ff1-c59f8c5aa1a6.png) I am running into the following error: ```sh NameError: name 'PartialState' is not defined. ``` How to resolve ...
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CodeGenAttention does not work with defaults in forward pass
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[ "Hi @sgunasekar \r\nThanks for the issue\r\nAs per my understanding, since the class `CodeGenAttention` is not a public class, it should be only used by `CodeGenModel`. In the modeling script if position ids is `None` we indeed manually create `position_ids` based on past length and sequence length. I personally do...
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### System Info - `transformers` version: 4.28.1 - Platform: Linux-5.15.0-1034-azure-x86_64-with-glibc2.29 - Python version: 3.8.10 - Huggingface_hub version: 0.13.4 - Safetensors version: not installed - PyTorch version (GPU?): 2.0.0a0+1767026 (True) - Tensorflow version (GPU?): not installed (NA) - Flax ver...
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Make ClipSeg compatible with model parallelism
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[ "_The documentation is not available anymore as the PR was closed or merged._", "My pleasure, I'm glad I could help!" ]
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CONTRIBUTOR
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# What does this PR do? Add model parallelism for `ClipSeg`. Related to #22561 ## 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/CON...
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Fix default position_ids in CodeGenAttention module
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_22843). 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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CodeGenAttention forward throws error when position_ids are not specified. # What does this PR do? The current version of models.codegen.modeling_codegen.CodeGenAttention forward throws error on line 193 when position_ids are not specified and defaults to None. Added a default behavior by defining default position_...
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None check for encoder
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hey! As you can see from the red tests, this cannot be merged as it is breaking a lot of the API πŸ˜… \r\n" ]
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In the case that BartForConditionalGeneration decoder is being used without an encoder, this change maintains the ability to resize embeddings. ## 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 guideli...
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Raise err if minimum Accelerate version isn't available
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# What does this PR do? This PR will raise an explicit `ImportError` during `TrainingArguments` if `Accelerate` isn't installed (or isn't the required minimal version) and Accelerate is going to be utilized Fixes # (issue) ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss...
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Add `automatic-mask-generation` pipeline for Segment Anything Model (SAM)
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thank you all for your reviews! ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_22840). 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? This need the SAM model + rebasing once merged ```python from transformers import pipeline import matplotlib.pyplot as plt from PIL import Image import numpy as np import time generator = pipeline("automatic-mask-generation", device = 0) image_url = "https://huggingface.co/ybelkad...
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Fix weight tying in TF-ESM
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[ "Also cc @gante in case he hates how I handled weight tying here, I don't want to break TF convention too much!", "_The documentation is not available anymore as the PR was closed or merged._", "@Rocketknight1 I'm cool with this :D " ]
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MEMBER
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TF ESM cloned weights instead of tying, which worked when loading from PT but broke when loading from safetensors. This resolves the issue by correctly tying weights when this is enabled in the config. Fixes an ongoing CI error raised by @ydshieh
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🌐 [i18n-KO] Translated `tasks/masked_language_modeling.mdx` to Korean
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<!-- PR의 제λͺ©μ€ "🌐 [i18n-KO] Translated `<your_file>.mdx` to Korean" 으둜 λΆ€νƒλ“œλ¦½λ‹ˆλ‹Ή --> # What does this PR do? Translated the `tasks/masked_language_modeling.mdx` file of the documentation to Korean. Thank you in advance for your review. Part of https://github.com/huggingface/transformers/issues/20179 <!-- 메인 μ΄μŠˆμ— κΈ°...
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22,837
Fix from_pretrained when model is instantiated on the meta device
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# What does this PR do? #22437 broke the `from_pretrained` method whenever the model is instantiated on the meta device and the state dict passed is not complete (see [this issue](https://github.com/huggingface/accelerate/issues/1333) for one example). Basically the check will remove all keys from `missing_keys` ...
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Neptune fix bug init run
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger Do you know more or less when will that be released?", "@AleksanderWWW It was released this week in v4.29.0", "Ah yes, my bad. I didn't realize that I had a bug in my own tests :smile: Thank you @amyeroberts!" ]
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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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22,835
Include decoder_attention_mask in T5 model inputs
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# What does this PR do? This PR includes decoder_attention_mask as an argument in the prepare_inputs_for_generation function, helping enable the use of custom attention masks in the decoder. Duplicate of https://github.com/huggingface/transformers/pull/22819 @gante @amyeroberts
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fix CLAP integration tests
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I don't have merge rights, so if all is good, feel free to merge. :-) " ]
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# What does this PR do? I noticed that the CLAP feature extractor tests were not being run, and that once enabled, they fail. This PR fixes these tests. ## 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 [contri...
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22,833
Update accelerate version + warning check fix
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# What does this PR do? This PR bumps the accelerate version, and flips the logic for the warning to be accurate on the distributed mode check Fixes # (issue) Solves https://github.com/huggingface/transformers/issues/22816 ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismis...
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22,832
WER = 100% !! (Whisper medium)
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[ "Hi @Seif-aber, thanks for raising this issue! \r\n\r\nSo that we can best help, could you share the running environment: run `transformers-cli env` in the terminal and copy-paste the output. \r\n\r\nHave you looked any of the inputs to/ outputs of the model when this occurs? After the model has finished training, ...
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NONE
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Hello everyone, I am having an issue when finetuning OpenAI's Whisper Medium on Mozilla's Common Voice 11 Dataset with the Arabic language. The training and validation loss are both decreasing but the WER is being 100% after some steps (specially when the loss becomes < 1) and I see that the model is performing wel...
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22,831
Seq2SeqTrainingArguments.generation_config not json serializable
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[ "Hey @Natooz πŸ‘‹ \r\n\r\nWe're more responsible than you, since we are supposed to catch that sort of issue in advance during the review process ;) But that's okay! It's normal to create bugs while trying to move forward at a good pace πŸš€ \r\n\r\nI believe that option 2 (recursively converting attributes to dictiona...
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### System Info πŸ‘‹ Following #22323, the `Seq2SeqTrainingArguments` `generation_config` attribute can be a `GenerationConfig` object. When saving a `Seq2SeqTrainingArguments` object as json (as done during training / with tensorboard), it is first converted to a dictionary. But a `GenerationConfig` is not serial...
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[i18n-KO] Translated `accelerate.mdx` to Korean
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[ "_The documentation is not available anymore as the PR was closed or merged._", "May you please review this PR?\r\n@sgugger, @ArthurZucker, @eunseojo" ]
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CONTRIBUTOR
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# What does this PR do? Translated the `accelerate.mdx` file of the documentation to Korean. Thank you in advance for your review:) Part of https://github.com/huggingface/transformers/issues/20179 ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's...
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22,829
Add CLIP-ViP
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[ "Cool model, I've contributed X-CLIP in the past: https://huggingface.co/docs/transformers/model_doc/xclip which is an extension of CLIP for video-language pretraining. Looks like CLIP-ViP focuses more on retrieval.\r\n\r\nLooks like a great candidate for a first model contribution as the implementation is already ...
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### Model description [CLIP-ViP](https://github.com/microsoft/XPretrain/tree/main/CLIP-ViP) is a video-language model which is based on a pre-trained image-text model [CLIP](https://openai.com/blog/clip/) then further pre-trained (post-pretraining) on a large-scale video-text dataset [HD-VILA-100M](https://github.com/...
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22,828
XGLM: Fix left-padding (PT and TF)
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@amyeroberts now it is ready :)", "Adding a new keyword argument is not considered breaking, so that's fine!" ]
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# What does this PR do? Fixes left-padding for XGLM, on PT and TF. It is the usual problem: `position_ids` was not being used/passed around, and the code assumed that position ids = past length + input length (which is not true when left-padding is present). Fixes #22707 While touching XGLM, other issues were...
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1,672,945,088
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22,827
Generate method Time Series Transformer throws an error
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[ "cc @gante ", "@amyeroberts -- `TimeSeriesTransformerForPrediction` has its own `generate` method, so I'm passing the tag to @kashif, who implemented it πŸ€— ", "@yurkoff-mv the issue is that the `lags_sequence=[1]` and then the size of the past values and past time features needs to be larger. Let me paste an ex...
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### System Info - `transformers` version: 4.28.1 - Platform: Windows-10-10.0.19041-SP0 - Python version: 3.7.9 - Huggingface_hub version: 0.13.4 - Safetensors version: not installed - PyTorch version (GPU?): 1.13.1+cu117 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/...
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1,672,784,257
PR_kwDOCUB6oc5Oj8aq
22,826
Fix `test_eos_token_id_int_and_list_top_k_top_sampling`
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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COLLABORATOR
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# What does this PR do? In #22204, I updated the expected value in `test_eos_token_id_int_and_list_top_k_top_sampling` to pass the `CircleCI`. However, the daily CI fails with that new value. It turns out that we need a seed that could give the same (generation) output (at minimum, the same output length) on both CP...
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https://api.github.com/repos/huggingface/transformers/issues/22825
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1,672,756,881
I_kwDOCUB6oc5jtD6R
22,825
Not work cache_dir of AutoTokenizer.from_pretrained('gpt2')
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[ "Hi @irene622, thanks for raising this issue! \r\n\r\n`cache_dir` isn't an attribute of the class, and so calling `tokenizer.cache_dir` will raise an error. \r\n\r\nYou can find the cache directory, importing from utils: \r\n```python\r\nfrom transformers.utils import TRANSFORMERS_CACHE\r\n```\r\n\r\nWhen a tokeniz...
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### System Info My transformers is version 4.11.3, python version is 3.8.5, and Ubuntu 20.04.1. I want to know the cache directory when downloading AutoTokenizer.from_pretrained('gpt2') I run the below code ``` from transformers import AutoTokenizer tokenizer = AutoTokenizer.from_pretrained('gpt2') tokenize...
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22,824
Allow initializing HuggingFaceEmbeddings from the cached weight
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[ "This issue should be fixed in `LangChain` sorry for the misreport." ]
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### Feature request ### Suggestion The only change has only a few lines in `__init__()`, ```python class HuggingFaceEmbeddings(BaseModel, Embeddings): """Wrapper around sentence_transformers embedding models. To use, you should have the ``sentence_transformers`` python package installed. Ex...
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22,823
Fix Past CI not running against the latest `main`
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# What does this PR do? Fix Past CI not running against the latest `main`. See comment in the changes.
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22,822
Size of saved model checkpoints after trainer.train() is much larger when using trainer with deepspeed stage2
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[ "cc @stas00 ", "deepspeed saves the optimizer states as well as fp32 master weights, so of course the checkpoint folder is larger. look at the contents of the saved checkpoint folder.\r\n\r\nI'm not quite sure what the problem is.", "@stas00 thanks for the reply. are these states are saved in the pytorch_model....
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### System Info - `transformers` version: 4.28.0.dev0 - Platform: Linux-4.18.0-372.32.1.el8_6.x86_64-x86_64-with-glibc2.17 - Python version: 3.8.16 - Huggingface_hub version: 0.13.3 - Safetensors version: not installed - PyTorch version (GPU?): 1.12.1+cu116 (True) - Tensorflow version (GPU?): not installed (NA...
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I_kwDOCUB6oc5jsTAy
22,821
set fsdp and bf16 don't save memory
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[ "cc @younesbelkada ", "cc @pacman100 as I am not really familiar with FSDP + Trainer yet", "Hello @skye95git, you are using FSDP incorrectly, just setting `fsdp=True` won't reduce memory usage. Please refer:\r\n1. the docs here if you want to use Trainer's arguments: https://huggingface.co/docs/transformers/mai...
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### System Info - `transformers` version: 4.28.0 - Platform: Linux-5.4.0-122-generic-x86_64-with-glibc2.31 - Python version: 3.9.12 - Huggingface_hub version: 0.13.4 - Safetensors version: not installed - PyTorch version (GPU?): 1.13.1+cu117 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version ...
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PR_kwDOCUB6oc5Oi-kN
22,820
Add MobileViTv2
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[ "@amyeroberts please note that this is still a work in progress. I'll let you know when it is ready for your review.", "_The documentation is not available anymore as the PR was closed or merged._", "@amyeroberts , this is now ready for your review.", "@amyeroberts , any updates?", "Hi @amyeroberts, thanks ...
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CONTRIBUTOR
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# What does this PR do? Adds the MobileViTv2 model into transformers library (PS: Work in Progress) <!-- 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 r...
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22,819
Include decoder_attention_mask in T5 model inputs
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CONTRIBUTOR
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# What does this PR do? This PR includes decoder_attention_mask as an argument in the `prepare_inputs_for_generation` function, helping enable the use of custom attention masks in the decoder. @gante
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22,818
How to use Distill-BERT with different datasets?
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[ "Closing this issue as it's a repeat of #22817 " ]
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### System Info - `transformers` version: 4.11.3 - Platform: Linux-5.4.0-58-generic-x86_64-with-glibc2.29 - Python version: 3.8.10 - PyTorch version (GPU?): 1.12.0+cu102 (True) - Tensorflow version (GPU?): 2.10.0 (True) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - Jax version: not installed - JaxLib ve...
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22,817
How to use distill-BERT with different datasets?
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[ "Hi, @sauravtii. Thanks for raising an issue! \r\n\r\nIn general, this is a question best placed in our [forums](https://discuss.huggingface.co/). We try to reserve the github issues for feature requests and bug reports.\r\n\r\nI recommend looking at the [NLP course](https://huggingface.co/learn/nlp-course/) which ...
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### System Info - `transformers` version: 4.11.3 - Platform: Linux-5.4.0-58-generic-x86_64-with-glibc2.29 - Python version: 3.8.10 - PyTorch version (GPU?): 1.12.0+cu102 (True) - Tensorflow version (GPU?): 2.10.0 (True) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - Jax version: not installed - JaxLib ...
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22,816
Name Error: "Partial State" is not defind
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[ "cc @muellerzr ", "@RAravindDS Thanks for reporting. I suspect the issue is coming from the version of accelerate in your environment. Could you: \r\n* Share the running environment info: copy-paste the output from running `transformers-cli env` in your terminal\r\nTHEN\r\n* Upgrade accelerate using `pip install ...
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# Parital State is not defined - In your recent release: 4.29.0.dev.0 has some issues with the code. The function or method "Partial State" is not defined. Today - I am not able to train my model. I just downloaded 4.28.0 to resolve this issue. Can you kindly check ASAP? - This error I am getting in the "Traini...
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22,815
Mark auto models as important
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_22815). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? This PR marks the auto model as important so that the corresponding tests are not skipped. This is what caused a break on main after #22698 was merged. The change in the Korean doc file is a change of line ending, which is currently making it impossible to do anything on main (the remote b...
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22,814
Use code on the Hub from another repo
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# What does this PR do? Continuation of #22698 with tests fixed (coming soon).
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Revert "Use code on the Hub from another repo"
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_22813). All of your documentation changes will be reflected on that endpoint." ]
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Reverts huggingface/transformers#22698 as it broke three tests on main.
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Ignore, testing CI
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_22812). All of your documentation changes will be reflected on that endpoint." ]
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Disregard
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Simplify update metadata job
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# What does this PR do? This should fix the issue with the update metadata job on main. Simplify the job execution by removing the cached and just doing a pip install dev. Since it's running on main, we don't really care about the 2-3 minutes the cache would make us gain.
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22,810
Add ALiBi Support for GPTNeoX - GPTNeoXALiBi
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_22810). All of your documentation changes will be reflected on that endpoint.", "Hi, @ArthurZucker @younesbelkada @sgugger , \r\n\r\nPlease can you help review this PR. Thank you very much!", "Hey! Given how similar this...
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# What does this PR do? The GPT NeoX Library supports training with ALiBi positional embeddings, however the `GPTNeoXModel` only supports rotary embeddings. This PR creates a new `GPTNeoXALiBi` model that uses ALiBi positional embeddings. <!-- Congratulations! You've made it this far! You're not quite done yet t...
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Support identity normalizer in SentencePiece model
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_22809). All of your documentation changes will be reflected on that endpoint.", "cc @ArthurZucker ", "> cc @Narsil if I am missing something (maybe the normalizers in rust should support identity type)\r\n\r\n`normalizer:...
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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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22,808
Fix squeeze into torch 1.x compatible form in llama model
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# What does this PR do? Rewrite the squeeze into torch 1.x compatible form as squeeze accepting tuple as arg is a 2.0 only feature https://pytorch.org/docs/stable/generated/torch.squeeze.html, introduced in https://github.com/huggingface/transformers/pull/22785. <!-- Congratulations! You've made it this far! You...
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New Crash Using Llama
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[ "@sam-h-bean - Yes, sorry, you're right about the issue and the cause. We're just opening up a PR now to resolve. Thanks for reporting so quickly! ", "> @sam-h-bean - Yes, sorry, you're right about the issue and the cause. We're just opening up a PR now to resolve. Thanks for reporting so quickly!\r\n\r\nMy fault...
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### System Info Seeing the following crash starting today when loading via accelerate. I think maybe related to https://github.com/huggingface/transformers/pull/22785 CC @fpgaminer @gante @amyeroberts ``` File "/usr/local/lib/python3.8/dist-packages/accelerate/hooks.py", line 165, in new_forward output = ...
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🌐 [i18n-KO] Translated `serialization.mdx` to Korean
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Team PseudoLab, may you please review this PR? @0525hhgus, @KIHOON71, @sim-so, @gabrielwithappy, @HanNayeoniee, @wonhyeongseo, @jungnerd", "@sgugger, @ArthurZucker, @eunseojo May you please review this PR?" ]
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<!-- PR의 제λͺ©μ€ "🌐 [i18n-KO] Translated `<your_file>.mdx` to Korean" 으둜 λΆ€νƒλ“œλ¦½λ‹ˆλ‹Ή --> # What does this PR do? Translated the `serialization.mdx` file of the documentation to Korean. Thank you in advance for your review. Part of https://github.com/huggingface/transformers/issues/20179 <!-- 메인 μ΄μŠˆμ— 기둝이 λ‚¨μ•„μš”! κ°€μ§œμ—°κ΅¬μ†Œ 리포λ₯Ό...
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🌐 [i18n-KO] Translated `tasks/translation.mdx` to Korean
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<!-- PR의 제λͺ©μ€ "🌐 [i18n-KO] Translated `<your_file>.mdx` to Korean" 으둜 λΆ€νƒλ“œλ¦½λ‹ˆλ‹Ή --> # What does this PR do? Translated the `tasks/translation.mdx` file of the documentation to Korean. Thank you in advance for your review. Part of https://github.com/huggingface/transformers/issues/20179 <!-- 메인 μ΄μŠˆμ— 기둝이 λ‚¨μ•„μš”! κ°€μ§œμ—°κ΅¬μ†Œ...
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Fix sneaky torch dependency in TF example
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Thanks to @muellerzr for uncovering this one - the TF image classification example sneakily depended on `torch` because it used `MODEL_FOR_IMAGE_CLASSIFICATION_MAPPING` (which is a dummy if `torch` is unavailable) and called one of the `TrainingArguments` properties that requires `torch`. Made a quick PR to fix it!
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Skip `test_disk_offload` for `WhisperModelTest`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I am not able to use `openai/whisper-base` as I get GPU OOM. When I tried to use `openai/whisper-tiny.en`, I have a hard time to change the parameters to get a working input dict for the model.\r\n\r\nIf I just changed the values in ...
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# What does this PR do? Since #22486, `WhisperModelTest.test_disk_offload` to fail. I just blindly skip this test and guess it is ok.....?
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fssdasdf
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Del model does not work with device_map!=None
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[ "I'm afraid using `gc.collect()` is not a workaround but the only way around this that we know of. If you find a way to have Python directly reclaim the memory without calling it, we're completely game to have it merged. I suspect it all comes down to model being initialized on the meta device where we have to re-s...
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### System Info - `transformers` version: 4.29.0.dev0 - Platform: Linux-4.18.0-348.7.1.el8_5.x86_64-x86_64-with-glibc2.28 - Python version: 3.9.7 - Huggingface_hub version: 0.13.3 - Safetensors version: 0.3.0 - PyTorch version (GPU?): 2.1.0.dev20230411+cu117 (True) - Tensorflow version (GPU?): not installed (N...
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Fix `test_word_time_stamp_integration` for `Wav2Vec2ProcessorWithLMTest`
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# What does this PR do? Same as in #22474: caused by datasets version 2.10.1 -> 2.11, so just update the expected output values
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Can not import T5BiLDModel
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[ "Hi @sufeidechabei, thanks for raising an issue. \r\n\r\nSo that we can best help you, could you follow the issue template and share information about the running environment (run `transformers-cli env` in your terminal and share what's printed out). \r\n\r\nCould you elaborate on what you mean by ` I build the lib...
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### System Info I try from transformers.models.t5.modeling_t5 import T5Model, but it doesn't work. I build the library from this repo @ArthurZucker @younesbelkada ### Who can help? _No response_ ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially suppor...
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Show diff between 2 CI runs on Slack reports
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# What does this PR do? It has now become more difficult to identify the **new** CI failures on Slack reports, as the number of failures is in the range of `[100, 200]` + the number of rows in the reported table is kept at around `40`. This PR adds a **diff** of the **(model) failure tables** reported by the late...
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Add RWKV-4
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[ "_The documentation is not available anymore as the PR was closed or merged._", "IMO the model is in a nice shape! Would love to have a round of review before I transfer the weights on the proper organization!", "@younesbelkada In README.md\r\n\r\nThe name should be \"Bo Peng\" (Peng is the surname) instead of ...
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# What does this PR do? This PR is a draft and while there is a working implementation of the model, there is still a lot to do :-) This PR adds the RWKV model from [BlinkDL/RWKV-LM](https://github.com/BlinkDL/RWKV-LM) which is a RNN-like Transformers: it has an attention layer and a feed-forward, but the attent...
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🌐 [i18n-KO] Fix anchor links for docs `auto_tutorial`, `training`
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[ "Team PseudoLab, may you please review this PR?\r\n@0525hhgus, @KIHOON71, @sim-so, @gabrielwithappy, @HanNayeoniee, @wonhyeongseo, @jungnerd\r\n\r\nI fixed anchor links for documents I translated\r\n", "_The documentation is not available anymore as the PR was closed or merged._", "@sgugger, @ArthurZucker, @eun...
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CONTRIBUTOR
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# What does this PR do? Fixed anchor links for `auto_tutorial` and `training` docs Thank you in advance for your review. Part of https://github.com/huggingface/transformers/issues/20179 ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case)...
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add open-llama model with ckpt
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[ "_The documentation is not available anymore as the PR was closed or merged._", "cc @ArthurZucker and @younesbelkada ", "Please help me review this pull request. @ArthurZucker @younesbelkada ", "Hey! Thanks will review now", "Thanks a lot for your contribution!", "> Thanks a lot for your contribution!\r\...
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This PR adds a new model called Open-Llama, which is based on Llama's implementation in Transformers. In Open-Llama, emory-efficient attention has been added, resulting in a 30% improvement in training efficiency. Additionally, hidden dropout and attention dropout have been added for better generalization during tra...
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