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https://api.github.com/repos/huggingface/transformers/issues/27042
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27,042
Fix slack report failing for doctest
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Maybe we can send two reports instead of truncating? WDYT?", "The problem (we currently have) is the category `API Examples failures` (modeling file, not md file) itself is too long (due to the failures from some tensorflow files),...
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# What does this PR do? By truncating the long reports. The failing of the (a bit) many TF models is not related to `torch 2.2`. Previous we didn't see those failures, as `Blip2` causes OOM, and later tests may get more GPU memory due to this. (This is what I observed by re-run the doctest with different commits/...
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Fix sliding_window hasattr in Mistral
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[ "One more possible way to fix it is to use `getattr(self.config, \"sliding_window\", None)` instead.", "Just to better understand, how can `sliding_window` be set to `None`? It always defaults to a \"non-None\" value here: https://github.com/huggingface/transformers/blob/9da451713d5feac451505c09337ca07ff6d0dba0/s...
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# What does this PR do? It fixes a bug with checking `hasattr` result with `is not None`. `hasattr` returns `True` of `False`, so the condition is always True without this fix. ## Before submitting - [x] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTIN...
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27,040
if i use cache in gpt2 model from transformers , the logits are different if i do a forward pass from scratch
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[ "Hi, thanks for the issue!\r\nI think that this is related to: https://github.com/huggingface/transformers/issues/25420#issuecomment-1775317535 and is expected - probably @gante can confirm if I am mistaken or no 🙏 Thanks!", "@younesbelkada yes, it's the same expected behavior! \r\n\r\n@juanKersul I recommend re...
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### System Info - `transformers` version: 4.33.1 - Platform: Linux-5.15.0-87-generic-x86_64-with-glibc2.29 - Python version: 3.8.10 - Huggingface_hub version: 0.16.4 - Safetensors version: 0.3.3 - Accelerate version: not installed - Accelerate config: not found - PyTorch version (GPU?): 2.0.1+cu117 (True) - Te...
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27,039
Extended semantic segmentation to image segmentation
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I addressed all the comments. Sorry I deprioritized it shortly.", "@MKhalusova can you merch if you approve? 👉 👈 🥹 ", "doc tests is still looking for `semantic_segmentation.md` although I've put a redirection 🧐 \r\n<img widt...
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This PR extends semantic segmentation guide to cover two other segmentation types (except for the big fine-tuning part) and compares them. cc @NielsRogge as discussed
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Hashlib specification
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[ "@ArthurZucker, perhaps you can review this? ", "Hey! As this might affect other HF repos we want to take our time and find a solution for all of them 🤗 gotta be aligned with other library maintainers! FYI @Wauplin ", "\r\n> Hey! As this might affect other HF repos we want to take our time and find a solution ...
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# What does this PR do? The following PR address the issue raised in #27034. Fixes # (issue) Close #27034 ## 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/tr...
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27,037
Safe import of rgb_to_id from FE modules
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# What does this PR do? Small change which makes `rgb_to_id` importable from the feature extraction modules. Previously this was removed and moved to the `image_transforms` module. However, this was a breaking change and should have been more safely handled with a warning telling users how to update their code. ...
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27,036
cannot import name 'SeamlessM4TModel' from 'transformers'
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[ "Hey, that is expected as it is not part of the latest release. Make sure to install using `pip install git+https://github.com/huggingface/transformers.git` " ]
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### System Info transformers 4.34.1 python 3.10.12 Windows ### Who can help? _No response_ ### 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 dataset (give details ...
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27,035
Add JinaBert Model
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[ "I will be working on this issue, feel free to assign it to me :)", "any update on this? ", "Hey! I think the model authors like it as is, and the model is available in [TEI](https://github.com/huggingface/text-embeddings-inference) 🥳 " ]
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### Model description Jina AI has just released an open source embedding model that can handle 8k sequence on huggingface: - https://huggingface.co/jinaai/jina-embeddings-v2-base-en - https://huggingface.co/jinaai/jina-embeddings-v2-small-en These models however, currently require the `trust_remote_code` flag as ...
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27,034
Hashlib usage is underspecified
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[ "Hey! Thanks for reporting I'll see if this relevant for us 🤗 ", "Great @ArthurZucker. The pull request have passed all tests already and are ready to merge. \r\nNo behaviour is changed. \r\n\r\nMy guess is that pretty much all federal systems in the world would have this issue.\r\n> Federal Information Processi...
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### Feature request From python 3.9 hashlib introduced the `usedforsecurity` argument: > Changed in version 3.9: All hashlib constructors take a keyword-only argument usedforsecurity with default value True. A false value allows the use of insecure and blocked hashing algorithms in restricted environments. False indi...
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27,033
Fix LlamaDynamicNTKScalingRotaryEmbedding cache
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[ "Retriggering the test may fix the test timeout.", "Yep, rebasing on main should also help!", "Ouch 😅 Also a 10x increase in time seems like a lot ", "Each forward will take several millseconds more. If we cache cos/sin in first layer and pass it to remains (as [llama in tgi](https://github.com/huggingface/t...
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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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Added cache_block_outputs option to enable GPTQ for non-regular models
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[ "@AlexKoff88 please run `make style` to fix the tests. ", "> @AlexKoff88 please run `make style` to fix the tests.\r\n\r\nFixed", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_27032). All of your documentation changes will be reflected on that endpoint." ]
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cache_block_outputs enables the collection of the block output to speed up GPTQ process. However, it does not work for some models such as ChatGLM where the LayerNorm is the first layer in the block. Just compare: OPT structure: model.decoder.layers.0.self_attn model.decoder.layers.0.self_attn.k_proj model.decod...
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27,031
Microsoft's GLIP Grounding Language Image Pretraining
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[ "@ArthurZucker or @ethansmith2000, is anyone working on this?", "cc @amyeroberts and @rafaelpadilla WDYT", "Recently we have added Kosmos2 that also perform object detection with visual grounding.\r\n\r\nIMO, having more models tackling the same problem is super valuable for the community. As GLIPv2 paper has ~...
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### Model description Combines best practices of CLIP and object detectors. Allows for localization and grounding of text and image content. ### Open source status - [X] The model implementation is available - [X] The model weights are available ### Provide useful links for the implementation github https://githu...
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[docstring] Fix docstring for ErnieConfig, ErnieMConfig
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[ "Feel free to ping @ydshieh when this is ready for a review! ", "@Sparty Once ready for a review, could you remove the Draft mode. Thanks", "I removed the draft mode. Thank you @ydshieh and @ArthurZucker ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_27029). All ...
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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 little typo
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_27028). All of your documentation changes will be reflected on that endpoint." ]
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Fixed little typo in Readme.md
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27,027
Count of tokens seen during training in Trainer
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[ "+1 \r\nI think we need this feature ", "cc @muellerzr seems nice if we can make it efficient! ", "Is the `tokens_per_second` we already have as part of https://github.com/huggingface/transformers/pull/25858 enough? Otherwise we can definitely add it :) ", "Yeah, tokens/sec doesn't cut it for many use cases (...
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### Feature request The `Trainer` API should track and log the number of tokens seen during training. While it sometimes could (maybe?) be possible to back out the number of tokens seen from the FLOS, or by iterating over the whole dataset, it would make a lot of sense for the Trainer API to track the number of tok...
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🌐 [i18n-ZH] Translate create_a_model.md into Chinese
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_27026). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? Translate create_a_model.md into Chinese part of #20095 ## Who can review? Documentation: @stevhliu Anyone in the community is free to review the PR once the tests have passed. Feel free to tag members/contributors who may be interested in your PR.
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Have seq2seq just use gather
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<s>@ArthurZucker any thoughts on what could fix this? I saw negligible time differences between main and my branch when running locally on CPU (~72s)</s>\r\n\r\nLooks like it's all passing now!", "@amyeroberts:\r\n\r\n> Am I ri...
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# What does this PR do? In the case of using `Seq2Seq`, we don't want `gather_for_metrics` to use its magic and we just want to do `.gather()` (since otherwise it will drop samples in the former case as accelerate will drop "duplicates" based on the batch size, which leads to a bug). This PR sets a new `gather_fu...
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add info on TRL docs
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Feel free to merge once green!" ]
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# What does this PR do? As discussed offline, this adds a link to the `SFTTrainer` in `trl` in the `Trainer` section of the docs.
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transformers Trainer has no attribute 'deepspeed_plugin'
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[ "@shibing624 we need more info. What is your `accelerate env`? How are you running the script exactly? Please provide us with these critical details for us to reproduce", "accelerate env:\r\n```\r\n- `Accelerate` version: 0.23.0\r\n- Platform: Linux-5.4.119-1-tlinux4-0009.3-x86_64-with-glibc2.17\r\n- Python versi...
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### System Info ``` Traceback (most recent call last): File "/apdcephfs_teg_2/share_1367250/flemingxu/MedicalGPT/supervised_finetuning.py", line 1307, in <module> main() File "/apdcephfs_teg_2/share_1367250/flemingxu/MedicalGPT/supervised_finetuning.py", line 1248, in main trainer = SavePeftModelTrain...
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Save TB logs as part of push_to_hub
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks @ArthurZucker, done (and added a test!)", "Thanks for the ping @LysandreJik! I'm currently reviewing it. Most probably good but I want to make a few tests first with the blob patterns (I found them a bit un-intuitive TBH). W...
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# What does this PR do? This PR brings back the default capability of pushing tensorboard logs as part of `.push_to_hub()` by modifying the `glob` exclusion filter to specifically ignore intermediate checkpoints. You can see an example here where logs were successfully uploaded: https://huggingface.co/muellerzr/seq...
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Add NMS utilities
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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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# What does this PR do? As the Mask R-CNN is pretty big (#25348), it's split into smaller PRs. This PR adds the utilities for NMS (non-maximum suppression), a well-known method in computer vision to remove near-duplicate bounding boxes.
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[`core`] Refactor of `gradient_checkpointing`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Can you add a test to make sure setting and unsetting both work as expected (specifically for the fix we are implementing in TRL)", "+1", "Ran some training tests with PEFT + GC using this branch and everything seem to pass! Merg...
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CONTRIBUTOR
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# What does this PR do? Alternative to https://github.com/huggingface/transformers/pull/26917 This way we make `set_gradient_checkpointing` more modulable, as requested by some users - e.g. https://github.com/huggingface/transformers/issues/21381#issuecomment-1757690624 Fixes some issues with DDP such as: ht...
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1,957,132,020
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27,019
issue when training Falcon 7b with deepspeed due to cache
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[ "never mind; looks like it has been fixed in main" ]
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### System Info - `transformers` version: 4.34.1 - Platform: Linux-4.18.0-477.13.1.el8_8.x86_64-x86_64-with-glibc2.2.5 - Python version: 3.8.16 - Huggingface_hub version: 0.17.3 - Safetensors version: 0.4.0 - Accelerate version: 0.23.0 - Accelerate config: not found - PyTorch version (GPU?): 2.0.1+cu117 (Tru...
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[`SeamlessM4T`] fix copies with NLLB MoE int8
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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? Fixes the main CI
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27,017
Add CED model for audio classification
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[ "Hi there~ 👋\r\n\r\nI submitted this pull request a little while ago, and I was wondering if someone could take a look at it. I haven't received any feedback yet. I'm looking forward to hearing from you whenever you have a chance. 😊\r\n\r\nBTW, I'm not sure why `ExamplesTestsNoTrainer.test_run_image_classificatio...
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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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27,016
CodeLLama generates very different outputs with flash_attention_2
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[ "cc @younesbelkada pretty sure we have logits tests and generation for Llama but not CodeLlama", "@ArthurZucker @younesbelkada It seems that the issue is resolved after updating Flash Attention from version `2.0.8` to `2.3.2`. ", "Very nice @ikergarcia1996 ! Indeed, we have a similar issue here: https://github....
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CONTRIBUTOR
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### System Info - `transformers` version: 4.35.0.dev0 - Platform: Linux-4.18.0-477.10.1.el8_8.x86_64-x86_64-with-glibc2.28 - Python version: 3.9.7 - Huggingface_hub version: 0.16.4 - Safetensors version: 0.3.1 - Accelerate version: 0.23.0 - Accelerate config: - compute_environment: LOCAL_MACHINE - d...
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27,015
transformers==4.34.1 have error for load chatglm model
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[ "Hey! This uses `trust_remote_code = True` and has custom code on the hub! Recommend you to open an issue on this repo! ", "transformers==4.33.3 is work well\n\n---- Replied Message ----\n| From | ***@***.***> |\n| Date | 10/23/2023 19:10 |\n| To | huggingface/transformers ***@***.***> |\n| Cc | Lzhang-hub ***@**...
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### System Info Copy-and-paste the text below in your GitHub issue and FILL OUT the two last points. - `transformers` version: 4.34.1 - Platform: Linux-4.19.96-x86_64-with-glibc2.31 - Python version: 3.10.10 - Huggingface_hub version: 0.17.3 - Safetensors version: 0.4.0 - Accelerate version: 0.23.0 - Accele...
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27,014
Multi GPU Whisper Training Error!
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[ "param:\r\nCUDA_VISIBLE_DEVICES=0,1 torchrun --nproc_per_node=2 run_speech_recognition_seq2seq.py \\\r\n\t--model_name_or_path=${modFile} \\\r\n\t--data_list=${listPath} \\\r\n\t--do_train \\\r\n\t--language=${lang} \\\r\n\t--task=\"transcribe\" \\\r\n\t--output_dir=${outPath} \\\r\n\t--per_device_train_batch_size=...
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### System Info - `transformers` version: 4.28.0.dev0 - Platform: Linux-5.4.0-165-generic-x86_64-with-debian-bullseye-sid - Python version: 3.7.16 - Huggingface_hub version: 0.13.2 - PyTorch version (GPU?): 1.13.1+cu116 (True) - Tensorflow version (GPU?): not installed (NA) - Flax version (CPU?/GPU?/TPU?): not i...
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27,013
skip two tests
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_27013). 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? Skipping them for now
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27,012
[`NLLB-MoE`] Fix NLLB MoE 4bit inference
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks!" ]
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CONTRIBUTOR
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# What does this PR do? Fixes: https://github.com/huggingface/transformers/issues/26898 The hidden states gets silenty casted in `unint8` leading to the error described in #26898 The check `and self.fc2.weight.dtype != torch.int8` is not sufficient in order to cover 4bit models, for these models the weights ar...
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27,011
Add Model Support for xLSTM
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[ "Sounds like a money grab. If it is something useful, he should have chosen the academic path or at least filing patent.\r\n\r\nThis way of boldly claiming success via non-serious media channels is highly unprofessional. It smells like publicity is more relevant than results which further supports motivations like ...
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### Model description Inspired by [recent rumors](https://www.youtube.com/watch?v=hwIt7ezy6t8) about xLSTM - a hidden successor to LSTM - by Sepp Hochreiter, this issue tracks the open source implementation about adding xLSTM to Transformers library. ### Open source status - [ ] The model implementation is ava...
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27,010
Limit to inferior fsspec version
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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MEMBER
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The newly released fsspec version breaks the implementation in transformers' CI, see the following error: ``` "/home/circleci/.pyenv/versions/3.8.12/lib/python3.8/site-packages/datasets/builder.py", line 1173, in as_dataset raise NotImplementedError(f"Loading a dataset cached in a {type(self._fs).__name__} is ...
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27,009
Unable to load FuyuProcessor, FuyuForCausalLM from transformers
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[ "Hey! That's is expected, you need to use the `main` branch and install from source as t is not part of the latest release. \r\n`pip install git+https://github.com/huggingface/transformers`", "Thanks it worked.", "it didnt work for me, i m trying to run it through colab", "You need to reload the kernel", ">...
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### System Info I tried running the code on google colab. I am using the latest transformers verison 4.34.1 @ArthurZucker ### Who can help? @ArthurZucker ### Information - [X] The official example scripts - [ ] My own modified scripts ### Tasks - [X] An officially supported task in the `examp...
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27,008
'Owlv2Processor' object has no attribute 'post_process'
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[ "Hi,\r\n\r\nThanks for flagging (note that you can also open a discussion on the huggingface model repo). The model cards are now updated, one needs to use `post_process_object_detection` instead of `post_process`.", "I understand. Thanks for the help." ]
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### System Info - `transformers` version: 4.35.0.dev0 - Platform: Linux-5.15.133+-x86_64-with-glibc2.35 - Python version: 3.10.12 - Huggingface_hub version: 0.16.4 - Safetensors version: 0.3.3 - Accelerate version: 0.22.0 - Accelerate config: not found - PyTorch version (GPU?): 2.0.0 (True) - Tensorflow versi...
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27,007
Fuyu: improve image processing
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[ "_The documentation is not available anymore as the PR was closed or merged._", "This version of the processor now correctly supports batching, dtype casting, and the left-padded batch generation yields the same results as single-input generation. \r\n\r\n```python\r\nfrom PIL import Image\r\nimport requests\r\ni...
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# What does this PR do? This PR aims at aligning the FuyuImageProcessor class with other vision/language models within transformers. Fuyu model expects a tensor of token ids, a tensor of patch embeddings, and an indexing tensor indicating where to put rows of patch embeddings into the token embeddings, separated by ...
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27,006
Enable ProtST on ESM
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[ "cc @Rocketknight1 ", "Hi @jiqing-feng! The ProtST paper looks good but I don't think we should add classes to ESM like this - it will make the ESM codebase very messy. Instead, why not add ProtST as a custom model, and just copy the classes you need from ESM? There are instructions here: https://huggingface.co/d...
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This PR enables [ProtST](https://arxiv.org/pdf/2301.12040.pdf) on ESM
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27,005
Fine tune decoder-only transformers in seq2seq manner
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[ "Hey 🤗 thanks for opening an issue! We try to keep the github issues for bugs/feature requests.\r\nCould you ask your question on the [forum](https://discuss.huggingface.co/) instead? I'm sure the community will be of help!\r\n\r\nThanks!", "This issue has been automatically marked as stale because it has not h...
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### Feature request https://github.com/huggingface/transformers/issues/1464 This posts discuss fine-tuning GPT2, With GPT2/LLaMA, by default, we need to input the [prompt label] the whole sentence `model([prompt label])` in fine-tuning and caculate the CrossEntropy on the label part, and the model output the mode...
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pip install transformers==4.34.1 not usable on SDXL automatic1111 - conflict with tokenizer and huggingface_hub
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[ "Hello, sorry I have no idea how to reproduce your issue or use this library. A snippet or a traceback would bel helpful! 🤗 ", "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 tha...
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### System Info pip install transformers==4.34.1 not usable on SDXL automatic1111 - conflict with tokenizer and huggingface_hub. it s very long test. try it yourself to update and you will see all conflict steps. ### Who can help? _No response_ ### Information - [X] The official example scripts - [ ] My own modif...
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[OWLv2] Add method
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_27003). All of your documentation changes will be reflected on that endpoint.", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please...
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CONTRIBUTOR
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# What does this PR do? This PR adds a new `image_guided_detection_v2` method, which unlike the original method, leverages the objectness head to get the top predicted object in the query image. It also fixes the documentation example which has bad threshold values. Fixes #26920
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27,002
Flash_attn not able to import with transformer==4.34.1
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[ "Hi @Girrajjangid \r\nThanks for the issue, I think that you might be having a package conflict, can you make sure to have flash attention version greater than 2.0?\r\nAlso, you might consider switching to main branch to avoid this issue e.g. this fix: https://github.com/huggingface/transformers/pull/26785 ", "Th...
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### System Info !pip -q install auto-gptq==0.4.2 !pip -q install optimum==1.13.2 !pip -q install bitsandbytes==0.41.1 !pip -q install accelerate==0.23.0 !pip -q install transformers==4.34.1 !pip -q install mlflow==2.7.0 -------------------------------------------------------- - `transformers` version: 4.34....
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[Fuyu] Add tests
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Thanks for adding this!\r\n> \r\n> Improvements on the modeling file are great. For the tests, lets coordinate with @molbap to figure the best sequence of merges as there's a few pending PRs relating to Fuyu that are due to be merg...
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CONTRIBUTOR
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# What does this PR do? Fuyu currently is not being tested. This PR makes sure the model is tested. To do: - [ ] the model should ideally work out-of-the-box with the `image-to-text` and `vqa` pipelines, so processor + image processor should be battle tested to make sure they fit the API. => can be addressed i...
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27,000
Unrecognized tensor type ID: AutocastCUDA
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[ "cc @younesbelkada \r\n", "> ### System Info\r\n> * `transformers` version: 4.34.1\r\n> * Platform: Linux-5.4.0-153-generic-x86_64-with-glibc2.31\r\n> * Python version: 3.9.18\r\n> * Huggingface_hub version: 0.17.3\r\n> * Safetensors version: 0.4.0\r\n> * Accelerate version: 0.23.0\r\n> * Accelerate config: - ...
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### System Info - `transformers` version: 4.34.1 - Platform: Linux-5.4.0-153-generic-x86_64-with-glibc2.31 - Python version: 3.9.18 - Huggingface_hub version: 0.17.3 - Safetensors version: 0.4.0 - Accelerate version: 0.23.0 - Accelerate config: - compute_environment: LOCAL_MACHINE - distributed_type:...
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IndexError: list index out of range in encode function inside SentenceTransformer.py
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[ "Hey! Not sure I understand if this is related to `transformers` or langchain. If it's indeed a bug in transformers could you share a minimal reproducer? Isolating the bug", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed pl...
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### System Info - `transformers` version: 4.32.1 - Platform: Windows-10-10.0.22621-SP0 - Python version: 3.11.4 - Huggingface_hub version: 0.16.4 - Safetensors version: 0.3.2 - Accelerate version: not installed - Accelerate config: not found - PyTorch version (GPU?): 2.0.1 (True) - Tensorflow version (GPU?): n...
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I added new doc string into the MusicGenAttention class.
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[ "i m ok", "Hey! Thanks for the feedback. But the docstring is not copied content.", "What I mean is that the reason why the CI are broken is because the module to which you are adding docstring uses the `# Copied from` statement, which enforces that the entire module is copied from the source! ", "Would it be...
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I added a comprehensive and informative docstring to the MusicGenAttention class. It describes each of the parameters in the class in detail. And now see what looks like my doc-string. ![Screenshot from 2023-10-23 07-03-02](https://github.com/huggingface/transformers/assets/93595990/454d9fe4-bd1a-4a9b-9148-2240388e...
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Fuyu Finetuning Example
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[ "The issue I am getting right now is that I am unable to pad the image patches correct it seems for batch training. The image processor doesn't seem to be doing it correct.", "I thought it would be as simple as modifying variable_size var to false: https://github.com/huggingface/transformers/blob/main/src/transfo...
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CONTRIBUTOR
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# What does this PR do? This PR is about contributing an example for finetuning the recent Adept Fuyu model architecture. It adds the ability to calculate the loss for the model as well as add a new folder for image-text examples. It is currently in DRAFT model as it still has a bug due to the data collator padding ...
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Nits in Llama2 docstring
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This PR fixes minor typos and a broken docstring format (`torch_dtype = 'float16'` was not closed correctly)
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python falcon doc-string example typo
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26995). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? <!-- --> <!-- Remove if not applicable --> fix small typo . ## Before submitting - [X] 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/bl...
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The current architecture does not support Flash Attention 2.0 - distilgpt2, gpt2-medium
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[ "cc @younesbelkada let's add them to the #26350 ? " ]
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NONE
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Could you please add the flash attention 2.0 support for these models: distilgpt2, gpt2-medium?
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26,993
Memory leak on trainer's evaluation
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[ "@omermazig is the notebook 1:1 that one, bar your dataset? Do you experience the memory leak occurring in that notebook as well? When testing locally, I couldn't indentify any memory leaks in the basic scripts that we have (like `run_glue.py`)", "This issue has been automatically marked as stale because it has n...
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### System Info I run a training process Based on [this](https://github.com/huggingface/notebooks/blob/main/examples/video_classification.ipynb) notebook, and I use a dataset of 8000 train videos. My inference process is memory-heavy. My val dataset's clip sampler is "random_multi", which means that for every vi...
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26,992
Can't load wangchanberta (Camembert model) for train text classification model
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[ "Hi,\r\n\r\nThis is not a bug, you're not preparing any `labels` for the model (the dataset only consists of `input_ids` and `attention_mask`).", "@NielsRogge I was fixed the notebook but It still has the error.\r\n\r\n```\r\nRuntimeError: CUDA error: device-side assert triggered\r\nCUDA kernel errors might be as...
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### System Info - `transformers` version: 4.34.1 - Platform: Linux-5.15.120+-x86_64-with-glibc2.35 - Python version: 3.10.12 - Huggingface_hub version: 0.17.3 - Safetensors version: 0.4.0 - Accelerate version: 0.23.0 - Accelerate config: not found - PyTorch version (GPU?): 2.1.0+cu118 (True) - Tensorflow vers...
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26,991
PreTrainedTokenizerFast v4.34.1 fails on `self._tokenizer.get_added_tokens_decoder()`
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[ "Hey! Could you share the tokenizer file? I cannot reproduce this one my side otherwise.\r\nHere is what I used:\r\n```python \r\n>>> !wget https://huggingface.co/RWKV/rwkv-4-3b-pile/raw/main/tokenizer.json\r\n>>> PreTrainedTokenizerFast(tokenizer_file='tokenizer.json')\r\n```", "I'm using [https://github.com/Bli...
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### System Info System info: ``` - Platform: Linux-REDACTED - Python version: 3.11.REDACTED - Huggingface_hub version: 0.17.3 - Safetensors version: 0.4.0 - Accelerate version: not installed - Accelerate config: not found - PyTorch version (GPU?): 2.1.0 (False) - Tensorflow version (GPU?): not installed (NA) ...
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[Efficiency] The llama model with flash attention is slower than that without flash attention
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[ "Hi @KexinFeng \r\nThanks for the issue, usually the speedup is quite considerable for a large sequence length. Can you try out your experiment with for example seq_len=2048? Also make sure to use a batch size that is divisble by 2", "@younesbelkada Thanks for pointing out the sequence length. Indeed, at seq_len=...
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### System Info The test ran with this fix applied: https://github.com/huggingface/transformers/pull/26984 ``` - `transformers` version: 4.34.0 - Platform: Linux-5.15.0-1045-aws-x86_64-with-glibc2.31 - Python version: 3.9.18 - Huggingface_hub version: 0.17.3 - Safetensors version: 0.4.0 - Accelerate version: ...
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26,989
Loading LongT5 model with `device_map` causes some layers to not be loaded
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[ "Hey! Before going further could you make sur to run this code on the latest release of transfomers? (4.34.1) this was probably fixed!", "Hi,\r\nI have updated my issue text. I have added the actual code to test the issue and the actual as well as expected output.", "Thanks, @SunMarc let's try this maybe with a...
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### System Info - `transformers` version: 4.34.1 - Platform: Windows-10-10.0.22621-SP0 - Python version: 3.11.5 - Huggingface_hub version: 0.17.3 - Safetensors version: 0.3.3 - Accelerate version: 0.23.0 - Accelerate config: not found - PyTorch version (GPU?): 2.1.0 (True) - Tensorflow version (GPU?): not...
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small typos found
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just very small typos found ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull...
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Added readme in Thai
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[ "cc @stevhliu ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26987). 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 ...
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READ ME in Thai language # 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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Resize failing with torch and np objects
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[ "Hei! This seems to be quite straightforward. I can work on this if help is needed.", "Hi @daniilgaltsev ,\r\n\r\nThanks for your interest in fixing it. \r\n\r\nI had just spoken with @amyeroberts , one of our core maintainers, and she explained me that this is actually not a bug.\r\nIn fact, the image transforma...
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CONTRIBUTOR
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### System Info `transformers.__version__: '4.34.1'` ### Who can help? @rafaelpadilla @amyeroberts ### 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...
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26,985
Cannot enable gradient checkpointing for pre_trained models.
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[ "Hi... this seems to be a good first bug. Please assign it to me.", "Sure, feel free to open a PR and link it to this issue 😉 ", "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...
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### System Info ### Environment Number 1 (Google Cloab) *Transformers Version : 4.34.1* *Pytorch Version : 2.0.1 (Latest)* *Python Version : 3.10* *Accelerate Version : 0.23.0* *GPU Count : 1* *GPU Name : Tesla T4* ### Environment Number 2 (Kaggle) *Transformers Version : 4.34.1* *Pytorch Version : 2....
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[fix] llama_dtype_fix triggered when flash attention is on
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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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# What does this PR do? ## Setup ```python model_id_or_path = "huggyllama/llama-7b" model = AutoModelForCausalLM.from_pretrained( model_id_or_path, device_map='auto' if device.type == 'cuda' else 'cpu', use_flash_attention_2=flash_attn) ``` ## Fix Inside `attn_output = self.o_proj(attn_output)`, the...
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Cross attention
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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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UnboundLocalError: local variable 'active_adapters' referenced before assignment
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[ "Hi @AjayP13 \r\ncan you share a reproducible small snippet for the issue?", "Any update?", "hi @dsdanielpark @AjayP13 \r\nI would really appreciate if anyone can provide a simple reproducer of the bug, that way I can open a fix very quickly and resolve the issue. Thanks!", "@younesbelkada, I think this bug w...
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### System Info Happens when doing `save_pretrained()` or `push_to_hub()` on a T5-small model with a single LoraConfig after doing `merge_and_unload()`. This has now broken `merge_and_unload()` as you can't do anything with the model. ``` transformers==4.34.0 peft==0.5.0 ``` ### Who can help? @younesb...
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NotImplementedError: Cannot copy out of meta tensor; no data! with Multi-node training
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[ "Relevant: https://github.com/huggingface/transformers/pull/26631 @pacman100 ", "```\r\ncompute_environment: LOCAL_MACHINE\r\ndistributed_type: FSDP\r\ndowncast_bf16: 'no'\r\nfsdp_config:\r\n fsdp_auto_wrap_policy: TRANSFORMER_BASED_WRAP\r\n fsdp_backward_prefetch_policy: BACKWARD_PRE\r\n fsdp_forward_prefetch...
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### System Info <pre> A100 Cuda 11.7 PyTorch 2.0.1 # This dependencies file is produced by 'conda export' { "channels": [ "pytorch", "defaults" ], "dependencies": [ "_libgcc_mutex=0.1=main", "_openmp_mutex=5.1=1_gnu", "ca-certificates=2023.01.10=h06a4308_0", "ld_impl_linux-6...
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'LlamaAWQForCausalLM' object has no attribute 'config'
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[ "Hi @OriginalGoku \r\nIt seems you are using `from awq import AutoAWQForCausalLM` which is not an object from transformers, we will integrate soon AWQ in transformers cc @SunMarc for visibility", "Hi @OriginalGoku , you could try doing\r\n`model=model.model,`", "Hi @ptanov \r\nI did not understand your code", ...
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### System Info I am trying to run a CodeLlama model on Colab with a free GPU. The code was copied from here: [https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-AWQ](CodeLlama7B) ### Who can help? @ArthurZucker @younesbelkada @Narsil ### Information - [X] The official example scripts - [ ] My own mo...
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Need to explicitly set use_reentrant when calling checkpoint
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[ "cc @fxmarty would you like to have a look at this? 😉 ", "Seems like @younesbelkada also needs this in #26917", "You can set it explicitly in the training_args arguments by using the **gradient_checkpointing_kwargs** argument\r\n\r\n```python\r\ntraining_args = TrainingArguments(\r\n # Arguments\r\n ...
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### System Info windows ### Who can help? _No response_ ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own task or dataset (give details below) ### Reproduction according t...
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[docstring] Fix docstring for ErnieConfig, ErnieMConfig
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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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Add MoLFormer
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[ "Hey! Thanks for opening a PR, this model looks like a prefect candidate for [`code on the hub`](https://huggingface.co/docs/transformers/custom_models) under the IBM organization like [this one](https://huggingface.co/ibm/mpt-7b-instruct2)! We would love to help you 🤗 ", "I see, thanks for the tip. I think I go...
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# What does this PR do? Add MoLFormer model from IBM (`MolformerModel`, `MolformerForMaskedLM`, `MolformerForSequenceClassification`, etc.). MoLFormer is trained on a large corpus of small molecules represented by SMILES strings with a masked language modeling objective, fast linear attention, and rotary positional ...
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Add MoLFormer model
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### Model description MoLFormer is a large-scale chemical language model designed with the intention of learning a model trained on small molecules which are represented as SMILES strings. MoLFormer leverages Masked Language Modeling and employs a linear attention Transformer combined with rotary embeddings. Publis...
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Add `default_to_square_for_size` to `CLIPImageProcessor`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks a lot !", "I forgot to change this line\r\n\r\n```\r\n output_size = get_resize_output_image_size(\r\n image, size=size[\"shortest_edge\"], default_to_square=False, input_data_format=input_data_format\r\n ...
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# What does this PR do? Add `default_to_square_for_size` to `CLIPImageProcessor`. As in the file, we also have `crop_size = get_size_dict(crop_size, default_to_square=True, param_name="crop_size")`, so I give the name `default_to_square_for_size` for `get_size_dict(size, default_to_square=default_to_square_for_si...
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fix roformer prepare_inputs_for_generation not return model_kwargs
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[ "> Thanks for opening a PR, the goal of this function is basically to expose the inputs that are used by the model. Which inputs in particular are you trying to unlock here?\r\n\r\nI'll be using RoFormer with a multi-encoder, single-decoder structure to accommodate MultiModal Learning. I hope to include the `encode...
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Fixes Roformer prepare_inputs_for_generation not return model_kwargs ### Motivation This bug causes the parameters passed into the **generate** function to be unable to be received by the model's **forward** function. This PR is aimed at fixing this issue.
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[RWKV] Add RWKV5 model and RWKVWorldTokenizer
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[ "Hey feel free to ping me when this is ready! 🤗 ", "Hi, pr ready now 🤗. @ArthurZucker ", "Ok! Thanks, I'll review now, but will let @amyeroberts handle the rest as I'll be off for a week 😉 ", "> Thanks for the PR! Could you explain the motivation behind not using the fast tokenizer, and whether this token...
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Add RWKVWorldTokenizer for rwkv5 series model. The tokenizer has been used in: - [RWKV/rwkv-5-world-1b5](https://huggingface.co/RWKV/rwkv-5-world-1b5) - [RWKV/rwkv-5-world-3b](https://huggingface.co/RWKV/rwkv-5-world-3b) - [RWKV/rwkv-4-world-169m](https://huggingface.co/RWKV/rwkv-4-world-169m) - [RWKV/rwkv-4-w...
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26,962
Remove token_type_ids from default TF GPT-2 signature
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Although GPT-2 supports `token_type_ids`, the implementation is very weird (token embeddings are also used as token type embeddings!) and in practice `token_type_ids=None` is used almost exclusively. For most models, you could mimic the effects of `token_type_ids=None` by just passing an all-zeros array, but this do...
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26,961
Wrong checkpoint got deleted when use_mtime=True
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[ "cc @pacman100 and @muellerzr ", "FYI this kind of issue is what we're seeing.\r\nMay not be this specific one because I don't know what we're using underneath, just for the context.\r\n- https://github.com/Azure/azure-storage-fuse/issues/95", "Any update?", "I got the same errors.\r\nYou can override the `_...
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### System Info transformers 4.25.1 Ubuntu 22.04 in docker ### Description We have a job with checkpointing per 200 iters and keeps at most 3 checkpoints. However, we found in a 1100-iter job, only 400/600/800 was saved at the end. 200 is rotated as expected, but 1000 is missing as well. Looking into the...
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26,960
Shorten the conversation tests for speed + fixing position overflows
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi @Rocketknight1 . Thanks a lot. I think it's probably better to simply skip this test for blenderbot small.\r\n\r\nCould you remind me why the test was never failing before?", "@ydshieh the test never failed before because the `C...
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Some of the conversation tests were still overflowing the maximum position embeddings for very short models like `BlenderBotSmall`. I reduced the limits a lot, which also speeds up those tests! cc @ydshieh
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26,959
Generation doesn't stop despite provide stop tokens
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[ "Hey! I'll give you hints as to how to solve this.\r\n- How does the string `### Instruction'` gets encoded by the model? \r\n- Given the results, how can I make sure the models stops? \r\nif you need help I can of course give you the solution 🤗 ", "Thanks @ArthurZucker for you reply.\r\n\r\nThe string `### Inst...
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### System Info Hello! It seems other developers have had similar issues: https://github.com/huggingface/transformers/issues/23175 I am giving a try to the Llama-7b-chat model and the model is ignoring the stop tokens, this is the code I am running where 'llama-hf' is just my local path to the [`Llama-2-7b-hf`](...
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26,958
deepspeed Integration error
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[ "hey. If you want use to help you according to the contribution guidelines could you write what is your issue here, with small reproducible snippet N ", "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 t...
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### System Info N/A See Bug report for DS [4194](https://github.com/microsoft/DeepSpeed/issues/4194) and [4533](https://github.com/microsoft/DeepSpeed/issues/4533) ### Who can help? @pac ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported task...
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26,957
[WIP] Make logic of adding the number of embedded tokens simpler
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# What does this PR do? Here I simplify getting the number of embedding tokens according to discussions on PR [26024](https://github.com/huggingface/transformers/pull/26024) ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [ ] Did yo...
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26,956
Translated ```text_generation.md``` to Korean
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[ "Hello @zayunsna , before I give a thorough review, may you please change \"Fixes #20197\" to \"Part of #20197\"?\n\nIf unchanged, it will close the issue with the merge of this PR. Thank you.\n", "> Hello @zayunsna , before I give a thorough review, may you please change \"Fixes #20197\" to \"Part of #20197\"?\r...
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# What does this PR do? Hi all! PR : translating ```text_generation.md``` file and add creating the parent folder ```main_classes```. Thank you for reviewing this translating results! Part of #20179 ## Before reviewing - [x] Check for missing / redundant translations (번역 누락/중복 검사) - [x] Grammar Check (맞춤법...
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26,955
translate `preprocessing.md` to Chinese
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[ "@stevhliu\r\n\r\nHere is the translation of preprocessing.md\r\n\r\nBest", "@stevhliu \r\n\r\nHi, Thansk for your review. I just notice that you have merge the PR(`pipeline_tutorial.md`). So I just solve the merge conflicts problem.\r\n\r\nWould you mind having a check again?\r\n\r\nBest", "The docs for this P...
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CONTRIBUTOR
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# What does this PR do? Part of #26803 ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-reques...
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26,954
Translate `pipeline_tutorial.md` to chinese
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[ "@stevhliu\r\n\r\nI just updated my translation work. Here is a guileline during my translation:\r\n- Keep some terminology in English format. Those workds appears in amounts of class files or other documents. I think it's better to keep it in original format rather give a chinese translation.\r\n", "@stevhliu Th...
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CONTRIBUTOR
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# What does this PR do? Part of #26803 ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests...
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26,953
Add flash attention support to Whisper
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[ "This feature will be added by #26722, closed." ]
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### Feature request Add flash attention support to Whisper. ### Motivation Accelerate both training and inference. ### Your contribution Submitting a PR.
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26,952
[FA-2] inference dtype mismatch bug
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[ "Hello! Can you share a small snippet with a reproducer? Would help use know what is happening and could be useful to improve our tests! ", "@ArthurZucker My team project is quite complicated and I'm trying to extract a reproducible snippet and post it here later.", "closed as latest version of hf fixed it.", ...
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### System Info - `transformers` version: 4.35.0.dev0 - Platform: Linux-4.14.0_1-0-0-44-x86_64-with-glibc2.27 - Python version: 3.9.17 - Huggingface_hub version: 0.16.4 - Safetensors version: 0.3.2 - Accelerate version: 0.23.0 - Accelerate config: not found - PyTorch version (GPU?): 1.13.1+cu117 (True) - ...
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T5Tokenizer load fails when added special tokens and saved with save_pretrained
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[ "It’s a T5 specific issue indeed. I’ll have a look but T5 basically needs to have extra ids in the additional special tokens when passed. I’ll see if this was BC or bug fix ", "Ah actually the fix was already there in `slow` but not `fast` 😉 pushing now a PR " ]
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### System Info - `transformers` version: 4.34.1 - Platform: Linux-5.4.0-149-generic-x86_64-with-glibc2.31 - Python version: 3.10.11 - Huggingface_hub version: 0.17.3 - Safetensors version: 0.4.0 - Accelerate version: not installed - Accelerate config: not found - PyTorch version (GPU?): 2.0.1 (False) - Tensor...
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Unhashable dict error
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[ "cc @gante I can reproduce this with:\r\n```python \r\n>>> from tranformers import GenerationConfig\r\n>>> generation_config, unused_kwargs = GenerationConfig.from_pretrained(\r\n \"microsoft/phi-1_5\",\r\n top_k=100,\r\n top_p=1.0,\r\n temperature=1.0,\r\n max_new_tokens=2,\r\n num_return_sequenc...
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### System Info I am running on Mac M2 with Ventura, using a Poetry environment. Here is the Pyproject.toml file: ``` [tool.poetry] name = "UROP Project" version = "0.0.1" description = "LangChain mono-repo" authors = [] license = "MIT" readme = "README.md" repository = "https://github.com/fsu-sc/UROP_2023-2...
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Add fuyu device map
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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 adds the possibility to use fuyu model with `device_map="auto"`. I ran some tests on my side and it works with multigpu and cpu offload. I am not writing any accelerate tests as they will be contained in a future `FuyuModelTest` class which will inherit from `ModelTesterMixin`. ...
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Making the unsqueeze dimension parameterized in the apply_rotary_pos_emb function in modeling_llama.py
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[ "MMM changing the transpose would change the past key values which is not backward compatible. The unsqueeze dimension could be a nice to have but would rather have it in the init of the rope embedding than in the forward as this is another not backward compatible change 😓 \r\nwe refrain from adding custom usage c...
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### Feature request Hi Huggingface Team, We would like to request to make the 'unsqueeze(1)' in [these two lines ](https://github.com/huggingface/transformers/blob/08a2edfc6629a323effd7a85feafed9e6701e2dd/src/transformers/models/llama/modeling_llama.py#L209C1-L210C41) parameterized. To be precise, we would like to r...
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Add Readme file in Ukrainian language
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26947). 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 docs in Ukrainian language ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contrib...
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Simplifying getting the number of embedding tokens
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[ "Hello, this is a duplicate of #26333 and will thus not be merged" ]
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# What does this PR do? Here I simplify getting the number of embedding tokens according to discussions on PR [26024](https://github.com/huggingface/transformers/pull/26024) # Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did y...
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Simplifying getting the number of embedding tokens
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Here I simplify getting the number of embedding tokens according to discussions on PR [26024](https://github.com/huggingface/transformers/pull/26024)
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fix a typo in README_ru.md
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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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# What does this PR do? - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). change to correct Russian spelling
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Flax mistral
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[ "Hi @sanchit-gandhi , @ArthurZucker \r\nThis is the first draft of the PR, no need to review yet, as I still got to implement the slow tests and documentation changes.\r\nI did want you're thoughts on the change on src/transformers/modeling_flax_pytorch_utils.py, as when loading from_pt weights they were in bfloat1...
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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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Change default `max_shard_size` to smaller value
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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_26942). 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 per title, we can also change that value dynamically with respect to model size - with this change large models will end up having many shards. cc @ArthurZucker
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Fix a couple of typos and add an illustrative test
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[ "FYI @rafaelpadilla if you think that's relevant. Changing the class names might be not backward compatible. \r\nFeel free to ping us once this is ready ", "Thanks for the feedback - this PR is probably ready for review. \r\n\r\nIf there's a downside risk re: backwards compatibility, it probably isn't worth movin...
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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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26,940
Add RoCm scheduled CI & upgrade RoCm CI to PyTorch 2.1
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@fxmarty Could you verify that docker image could be built? For the AMD push CI, `docker/transformers-pytorch-amd-gpu` is not able to be built.\r\n\r\nNote, `docker/transformers-pytorch-amd-gpu` is built on `[self-hosted, docker-gpu,...
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As per title
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PR_kwDOCUB6oc5dSndf
26,939
[WIP] New model RTDetr
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26939). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? Adds new model RTDetr. Image processing: - [x] preprocess - [x] post_process - [x] post_process_object_detection Tests: - [x] image processing: test_image_processor_outputs - [x] image processing: test_multiple_images_processor_outputs - [x] model: logits and boxes match the or...
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26,938
Please set up stand-with-Palestine banner and help change the IR-PL war a little bit,thank you
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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 Please set up stand-with-Palestine banner and help change the IR-PL war a little bit,thank you. I'm sorry I know it is not a place suitable for political things here, but I'm still an undergraduate student and I'm eager to help give it some change to help some innocent people i mean normal peopl...
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26,937
Generate: update basic llm tutorial
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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 updates the basic [LLM tutorial](https://huggingface.co/docs/transformers/llm_tutorial) in the following aspects: 1. Adds a short section right at the top on how to do batched generation. This was made to address https://github.com/huggingface/transformers/issues/26061 (and other sim...
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26,936
fix logit-to-multi-hot conversion in example
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26936). All of your documentation changes will be reflected on that endpoint.", "@ArthurZucker I've updated the comment for educational purpose. " ]
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# What does this PR do? This PR fixes #26830 . The bug might lead to difference in measuring multi-label acc (Slightly higher precision and lower recall). @younesbelkada Would you please review.
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26,935
🌐 [i18n-ZH] Translate multilingual into Chinese
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26935). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? Add zh (Chinese) translation for multilingual.md. #20095 ## Who can review? Documentation: @stevhliu Anyone in the community is free to review the PR once the tests have passed. Feel free to tag members/contributors who may be interested in your PR.
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26,934
Whisper tokenizer decode function ignores timestamp tokens after v4.34.0 (the big refactor)
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[ "Well, based on #26054, it seems a new undocumented parameter `decode_with_timestamps` has to be passed in:\r\n\r\n```python\r\nprint(\r\n tokenizer.encode(\"<|0.00|>\", add_special_tokens=False),\r\n tokenizer.decode(tokenizer.encode(\"<|0.00|>\"), decode_with_timestamps=True)\r\n)\r\n```\r\n```bash\r\n[5036...
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### System Info - `transformers` version: 4.34.0 - Platform: Linux-5.19.0-40-generic-x86_64-with-glibc2.35 - Python version: 3.10.6 - Huggingface_hub version: 0.17.3 - Safetensors version: 0.3.1 - Accelerate version: 0.20.3 - Accelerate config: not found - PyTorch version (GPU?): 2.0.0+cu117 (True) - Tens...
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Refactor: Use Llama RoPE implementation for Falcon
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[ "Before diving into the code, I tried the snipped you shared, but with an extra `set_seed(0)` for complete reproducibility at the sampling step.\r\n\r\n```py\r\nfrom transformers import AutoTokenizer, pipeline, set_seed\r\nimport torch\r\n\r\nmodel = \"tiiuae/falcon-7b\"\r\n\r\nset_seed(0)\r\ntokenizer = AutoTokeni...
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# What does this PR do? * Use Llama RoPE implementation for Falcon, solves this TODO: https://github.com/huggingface/transformers/blob/ad08137e473e00702fc3088a119da7026e1cb025/src/transformers/models/falcon/modeling_falcon.py#L91 * Add copy functionalities ## Before submitting - [ ] This PR fixes a typo or impr...
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26,932
Add AMD nightly CI
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26932). All of your documentation changes will be reflected on that endpoint.", "Thank you @fxmarty .\r\n\r\nBut I think the priority is to have a daily (complete) CI run for `latest torch version`. It's like `.github/workf...
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As per title.
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