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fix the model card issue as `use_cuda_amp` is no more available
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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? 1. More than 70 tests are currently failing because the function `extract_hyperparameters_from_trainer` tries to access `use_cuda_amp` attribute which is no more available.
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can we support LLM about quantization int4
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[ "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.\n\nPlease note that issues that do not follow the [contributing guidelines](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) a...
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### Feature request For individual users, due to limited resources, we have particularly high requirements for the int4 model ### Motivation For individual users, due to limited resources, we have particularly high requirements for the int4 model ### Your contribution For individual users, due to limited resources...
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Wrongly load .safetensors weights because it loads only depends on file names not weight files
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[ "Hmmm indeed, would you like to offer a fix?", "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/hugg...
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### System Info [2023-10-11 16:31:10,112] [INFO] [real_accelerator.py:110:get_accelerator] Setting ds_accelerator to cuda (auto detect) Copy-and-paste the text below in your GitHub issue and FILL OUT the two last points. - `transformers` version: 4.31.0 - Platform: Linux-5.15.0-70-generic-x86_64-with-glibc2.31 ...
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Empty output when using facebook/sam-vit-base with automatic mask generation pipeline
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[ "cc @rafaelpadilla @younesbelkada ", "Hi @sunhaozhepy \r\nThanks for the issue, I have just tried it with a custom image and it seems to work great on my end. Can you maybe share the image with us so that we can reproduce and try to understand what is going on?", "@sunhaozhepy, I also couldn't reproduce the err...
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### System Info - `transformers` version: 4.35.0.dev0 - Platform: Linux-5.4.15-1.el7.elrepo.x86_64-x86_64-with-glibc2.27 - Python version: 3.11.4 - 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+cu121 (T...
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Error in loading model `TheBloke/Llama-2-7B-GGML` in google colab
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[ "Hey! Could you share the output of `transformers-cli env`? Would help to know which version of transformers you are running! ", "`Version: 4.34.0`", "cc @younesbelkada I can reproduce this, might be a GPTQ command we are missing no? ", "Hi @rajveer43 - GGML models are not natively supported in transformers c...
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CONTRIBUTOR
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### System Info OS: Windows 10 platform: google colab code ```python # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("TheBloke/Llama-2-7B-GGML") ``` error ``` Downloading (…)lve/main/config.json: 100% 29.0/29.0 [00:00<00:00, 869B/s] ------------------------...
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Tutorial on implementing tree of thoughts(ToT) framework using a model
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[ "cc @gante @patrickvonplaten @MKhalusova who have been working on a rework of our generation docs!", "Hi @rajveer43 👋 My apologies for the delayed response, I am still catching up on notifications from my recent holidays 🤗 \r\n\r\nWe would love to host a comprehensive tutorial about Tree of Thoughts! My suggest...
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CONTRIBUTOR
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### Feature request Language models are increasingly being deployed for general problem solving across a wide range of tasks, but are still confined to token-level, left-to-right decision-making processes during inference. This means they can fall short in tasks that require exploration, strategic lookahead, or wher...
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flash attention 2.0 for internLM
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[ "cc @younesbelkada ", "Hi @MaxLEAF3824 \r\n\r\nInternLM is now using the same architecture as Llama as you can see here: https://huggingface.co/internlm/internlm-7b/discussions/4/files \r\n\r\nWhile waiting for that PR to be merged, you can benefit from FA-2 + intern-LM with the snippet below:\r\n\r\n```python\r\...
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Trainer Stuck at 0% Progress during Training on Multi-GPU Setup
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[ "Add:I can stop it sometime and raise this exception\r\n File \"/home/dl/zym/llamaJP/TestUseContinuePretrainLlama.py\", line 221, in <module>\r\n train()\r\n File \"/home/dl/zym/llamaJP/TestUseContinuePretrainLlama.py\", line 215, in train\r\n trainer.train()\r\n File \"/root/miniconda3/envs/LLM/lib/python...
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### System Info - `transformers` version: 4.33.3 - Platform: Linux-4.15.0-213-generic-x86_64-with-glibc2.27 - Python version: 3.10.13 - 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+cu121 (True) - Tens...
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[docs] Refactor optimizing inference section
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[ "Sounds like a great idea @stevhliu ! thanks for proposing to take the lead on this! Would be very happy to look at your PR once ready! 🤗 " ]
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Hey y’all! I’m planning on simplifying the Optimizing Inference section to be more concise. The [inference on many GPUs](https://huggingface.co/docs/transformers/main/en/perf_infer_gpu_many) is essentially the same as the [inference on one GPU](https://huggingface.co/docs/transformers/main/en/perf_infer_gpu_one) doc. F...
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[WIP] Add FA2 for all Bart-like
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26722). All of your documentation changes will be reflected on that endpoint.", "Verified that FA2 works by checking Whisper. Bart's attention is exactly the same as Whisper so it should as well. I will run some better benc...
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# What does this PR do? Add FA2 to all Bart-like models
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fixed docstring of bert, bert_generation and bert_japanese
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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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26,719
Add support for loading GPTQ models on CPU
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[ "@SunMarc @younesbelkada Please take a look at this PR.", ">\r\n> Can you share a small snippet you used to test out your implementation?\r\n\r\nHi @younesbelkada, here's a code snippet for the `Falcon-180B-Chat-GPTQ` model. Right now, I'm working on this and I get it running through this.\r\n```\r\nfrom transfor...
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Right now, we can only load the GPTQ Quantized model on the CUDA device. The flag `load_gptq_on_cpu` adds the support to load the GPTQ models on the CPU. The larger variants of the model are hard to load/run/trace on the GPU and that's the rationale behind adding this flag. Signed-Off By: Vivek Khandelwal <vivek@nod...
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26,718
Error while trying to run InferenceSession of onnxruntime. ValueError: Required inputs (['decoder_input_ids']) are missing from input feed (['input_ids', 'attention_mask']).
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[ "WDYT @fxmarty ?", "Thank you for the details @Burakabdi! The up to date documentation is here about ONNX export is here: https://huggingface.co/docs/transformers/v4.34.0/en/serialization\r\n\r\nA working code snippet, matching Transformers generation, could be:\r\n\r\n```python\r\nfrom transformers import AutoTo...
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I am a begginer. I received this error: `ValueError: Required inputs (['decoder_input_ids']) are missing from input feed (['input_ids', 'attention_mask'])` while trying to run inference. **Model insights:** * google/mt5-base * seq2seq * MT5ForConditionalGeneration I exported my fine-tuned Pytorch model to ONNX...
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26,717
Removing Parallelization Causing Inconsistent Shape of Model Parameters
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[ "I also removed the use of jax.max.pmean in train_step", "The complete error is as follows:\r\n```\r\nTraceback (most recent call last):\r\n File \"run_flax_glue.py\", line 660, in <module>\r\n main()\r\n File \"run_flax_glue.py\", line 600, in main\r\n state, train_metric, dropout_rng = train_step(state,...
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### System Info I use the run_flax_glue.py file in transformers/examples/flax/text-classification to test and run the bert model. Now I want to remove the data parallelism used in the file. My modification to the code is to remove the use of **jax.pmap** and In the training loop, the use of **p_train_step** and **p_ev...
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26,716
llama-2-7b-chat-hf __call__() method throws memory error
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[ "Hey could you share a full reproducer as well as the output of `transformers-cli env`", "@ArthurZucker sure, here's the code used in colab:\r\n\r\n```\r\nmodel_id = \"meta-llama/Llama-2-7b-chat-hf\"\r\nllamamodel = AutoModelForCausalLM.from_pretrained(model_id,\r\n ...
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### System Info i am using "meta-llama/Llama-2-7b-chat-hf" model loaded in 4bits for inference in both kaggle (GPU T4x2) and colab (GPU T4x1), the model works fine with generate method: `llamatokenizer.batch_decode(llamamodel.generate(inputs=s.input_ids, max_new_tokens=60)) ` OUT: `["<s> \n<s> [INST] <<SYS>...
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26,715
Support download of models from Torrent
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[ "Hi! I'm new to open source, can you please help me understand the issue better? I understand I have to show a POC for this, but has this functionality already been implemented, or would I have to make it myself? \r\nThank You in Advance!", "This issue has been automatically marked as stale because it has not had...
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### Feature request ### Description Support models download from Torrent passing as a parameter in the `AutoTokenizer` and `AutoModel` class `magnet_url`. ### Example Usage ```python from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("magnet:?xt=urn:btih:XXXXXX") ...
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26,714
Code Llama HF tokenizer length is 32004 whereas vocab_size is 32000
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[ "cc @ArthurZucker ", "Hey, that's because the tokenizer was not updated. I opened [this](https://huggingface.co/codellama/CodeLlama-34b-hf/discussions/15/files) but will open anotherone to make sure they merge is and we have the latest format. \r\nThanks for reporting 🤗 ", "This issue has been automatically ma...
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### System Info - `transformers` version: 4.34.0 - Platform: Linux-4.18.0-477.15.1.el8_8.x86_64-x86_64-with-glibc2.28 - Python version: 3.11.2 - 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+cu118...
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26,713
`Copied from` for test files
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[ "well, I need to check why \r\n\r\n```\r\nci/circleci: tests_repo_utils\r\n```\r\nfails.", "_The documentation is not available anymore as the PR was closed or merged._", "Will have to perform some fixes about copied statements before merge.", "If there is a single place, say `__init__`, being a non-copy, the...
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# What does this PR do? `Copied from` for test files. Run `make fix-copies` will show ```bash python utils/check_copies.py --fix_and_overwrite Detected changes, rewriting tests/models\longformer\test_tokenization_longformer.py. ``` I will need to update `test_tokenization_longformer.py` before merge.
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Batch inference with text for BLIP 2 processing
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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 stale bot for locked issues
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[ "Just the locked issues, I believe there's a single one here but unsure" ]
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MEMBER
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The stalebot has crashed once again due to the following error: ``` Traceback (most recent call last): File "scripts/stale.py", line 67, in <module> main() File "scripts/stale.py", line 57, in main issue.create_comment( File "/opt/hostedtoolcache/Python/3.8.18/x64/lib/python3.8/site-packages/gith...
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26,710
Error when "device_map='auto'" meets "load_state_dict"
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[ "cc @SunMarc when you're back from leave!", "Sorry for the late reply @shutttttdown, this has been fixed in in the version v0.24 (october 24) of accelerate through this [PR](https://github.com/huggingface/accelerate/pull/1971). LMK if it works on your end ! Thanks also for the great reproducer. The issue was that...
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### System Info - `transformers` version: 4.32.1 - Platform: Linux-5.4.0-164-generic-x86_64-with-glibc2.31 - Python version: 3.10.12 - Huggingface_hub version: 0.16.4 - Safetensors version: 0.3.1 - Accelerate version: 0.21.0 - Accelerate config: not found - PyTorch version (GPU?): 2.0.1+cu117 (True) - Tenso...
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[docstring] Fix docstring for `CodeLlamaTokenizer`
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[ "@ydshieh \r\n\r\nPR for `CodeLlamaTokenizer`, as mentioned in #26666 ", "Could you share how you fix the env. issue to get it work? Thanks a lot!", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26709). All of your documentation changes will be reflected on that endp...
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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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we need to register test backend first before using test device of third-party accelerators
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[ "https://github.com/huggingface/transformers/pull/25870 contains the modifications of this PR, closed" ]
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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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[DOCSTRING]: `SamConfig`, `SamPromptEncoderConfig`,
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[ "@ydshieh review it", "Please run `make fixup`, check the changes, and push it. The CI is not green :-) so far." ]
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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 an option to decide whether to store the checkpoint and rng_state.
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[ "The issue I reported is still impacting my work as our group is building a pretty big project based on this, and I believe it's an important one to address. I would be grateful if you could help me.\r\n", "cc @pacman100 and @muellerzr if you think this is something we ought to have! ", "@pacman100 @muellerzr ...
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**Motivation:** Currently, when using the Transformers library in combination with DeepSpeed for training large language models like LLMs, checkpoints (e.g. `bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt`) are automatically saved along with the `rng_state`, which can lead to significant disk space usage. In scenarios...
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Fix Typo: table in deepspeed.md
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26705). All of your documentation changes will be reflected on that endpoint." ]
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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-support for commit description
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[ "_The documentation is not available anymore as the PR was closed or merged._", "add tests" ]
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# What does this PR do? Let's make our lifes easier. History is messed will fix
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[JAX] Replace uses of `jnp.array` in types with `jnp.ndarray`.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26703). All of your documentation changes will be reflected on that endpoint." ]
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`jnp.array` is a function, not a type: https://jax.readthedocs.io/en/latest/_autosummary/jax.numpy.array.html so it never makes sense to use `jnp.array` in a type annotation. Presumably the intent was to write `jnp.ndarray` aka `jax.Array`. For a similar PR in `diffusers`, please see https://github.com/huggingface/...
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Getting GPU crash when running compute_metrics within SFTTrainer
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[ "cc @pacman100 @muellerzr", "thank you @muellerzr ", "I believe https://github.com/huggingface/transformers/pull/27458 will help with this after a bit more fixing in the PR", "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addresse...
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### System Info This is in colab https://colab.research.google.com/drive/1qTIxG_9R8xIYryY5mEPXIydZB5QeSnKp#scrollTo=5VM67iQMymv5 I have an Mistral Fine tune in Colab. Before training, I try running ``` trainer.evaluate() ``` and get the following error message ``` [/usr/local/lib/python3.10/dist-packages...
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[Assistant Generation] Improve Encoder Decoder
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The failing Hub [test](https://app.circleci.com/pipelines/github/huggingface/transformers/75063/workflows/31a94fbe-b7f7-456a-bff9-5f149743c3fd/jobs/951835) seems to be flaky.\r\n\r\nThis PR is ready for a final review." ]
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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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NotImplementedError: Cannot copy out of meta tensor; no data! when using device = "auto" in pipeline()
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[ "cc @SunMarc ", "Hello @yongjer @LysandreJik @SunMarc \r\n\r\nThis seems a tricky bug. I would like to try to fix it, but maybe I will need some help on how to approach it.\r\n\r\nThe issue is:\r\n\r\nWhen you use `device_map = \"auto\"`, internally `transformers` creates a context manager from `accelerate` (http...
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### System Info - `transformers` version: 4.34.0 - Platform: Linux-5.15.0-86-generic-x86_64-with-glibc2.31 - Python version: 3.11.6 - Huggingface_hub version: 0.17.3 - Safetensors version: 0.4.0 - Accelerate version: 0.24.0.dev0 - Accelerate config: not found - PyTorch version (GPU?): 2.1.0+cu121 (True) - T...
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[ASR Pipe] Fix num frames for bs > 1
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26699). 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? Handles the case when the pipeline is batched and we want to return word-level timestamps. Here, we have a batch (list) of strides, which we slice to get the first stride value.
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itm_score output for BLIP2
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[ "Hi @fferroni , maybe this PR https://github.com/huggingface/transformers/pull/25612 could be related", "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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### Feature request Would it be possible to add outputting ITM/ITC scores for BLIP2? It is currently supported for BLIP v1. ### Motivation LAVIS already contains the image-text matching capability here https://github.com/salesforce/LAVIS/blob/3446bac20c5646d35ae383ebe6d13cec4f8b00cb/lavis/models/blip2_models/blip2_...
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use_flash_attention_2=True for Llama2 breaks generation
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[ "It generates \"nobody\" on any prompt actually", "Hi @markovalexander \r\nI did not managed to repro on an A100, the latest FA-2 release and HF transformers main branch:\r\n\r\n```python\r\nimport torch\r\nfrom transformers import AutoModelForCausalLM, AutoTokenizer\r\n\r\ncheckpoint = \"meta-llama/Llama-2-7b-ch...
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### System Info - `transformers` version: 4.34.0 - Platform: Linux-5.15.0-1042-oracle-x86_64-with-glibc2.29 - Python version: 3.8.10 - Huggingface_hub version: 0.16.4 - Safetensors version: 0.3.2 - Accelerate version: 0.21.0 - Accelerate config: not found - PyTorch version (GPU?): 2.0.1+cu117 (True) - Tensorf...
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MADLAD-400 MT Models
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[ "@noise-field Can you pls share the link of model(MADLAD-400) implementation?\r\nI couldn't find it yet.\r\nIt would be appreciable.\r\nThanks", "@yugaljain1999 as far as I understand, these are t5x (FLAX) models configured using `.gin` files (https://github.com/google/gin-config), e.g. for 3B model: https://con...
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### Model description From the paper: > We introduce MADLAD-400, a manually audited, general domain 3T token monolingual dataset based on CommonCrawl, spanning 419 languages. We discuss the limitations revealed by self-auditing MADLAD-400, and the role data auditing had in the dataset creation process. We then train ...
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AttributeError: 'BitsAndBytesConfig' object has no attribute 'get_loading_attributes'
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[ "+1", "cc @younesbelkada ", "Hi @ZER01NE44 \r\nThanks for the issue, you seem to be using auto-train - and I see many issues here\r\n1- you are passing the flag `--use_int4` on a GPTQ model. `--use-int4` will try to convert the model in 4bit using bitsandbytes. You cannot convert a GPTQ model with bitsandbytes ...
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### System Info Platform: Windows 11 Python Version: 3.10.11 PyTorch Version: 2.0.1+cu118 accelerate: 0.23.0 bitsandbytes: 0.39.1 huggingface-hub: 0.17.3 tokenizers: 0.14.1 transformers: 4.35.0.dev0 ### Who can help? @SUNMARC ### Information - [ ] The official example scripts - [X] My own modifi...
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Add links to the Hub
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26694). All of your documentation changes will be reflected on that endpoint.", "I think with the badges (but rename it to All model _checkpoints_ instead of All model pages) it is more visible than the text which doesn't s...
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Adds a few additional links to the Hub. If there are ideas to do this even deeper, would love to incorporate them in this PR. I would love loved to share initial collections as well but I have to check if I can embed collection visualisation in the doc page + it's not relevant for quite a few architecures.
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[docstring] Fix docstring for `ASTFeatureExtractor`
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[ "@ydshieh Why am I getting this error?\r\n![Screenshot from 2023-10-09 19-09-48](https://github.com/huggingface/transformers/assets/50456734/738d6d2e-c3e1-489e-9ae8-e6dc38a78891)\r\n", "Could just try `pip install tensorrt` - may not be completely necessary for your docstring change though.\r\n\r\nAlso, I would 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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Fix stale bot
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Fixes the stale bot
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Fix docstrings for vanilla clip
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[ "@ydshieh ready for ✅ thanks!", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26691). All of your documentation changes will be reflected on that endpoint." ]
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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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[RFC] Updating pipeline models
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[ "maybe let's do it for one or two pipelines and we'll see if it breaks many things in the wild? (as long as the model outputs have the same \"shape\", i'm not sure it would break many things)", "Nice idea! We have three audio pipelines in `transformers`:\r\n1. Text to Audio (aliased to Text to Speech)\r\n2. Audio...
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### Feature request We're considering updating the default models used in `transformers` pipelines. This has the potential to greatly improve performance, and get rid of limitations caused by the existing models, but it may also break backward compatibility. Many of the default models have not been changed since the...
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Update run_image_classification.py
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[ "What is this PR?", "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/m...
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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 a min_eos_p parameter, defined 'SupressTokensLogitsProcessor' c…
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[ "Committed this PR with the required changes", "cc @ylacombe ", "Hi @anishsoni29, thanks for your help here! however I think @isaac-chung already started working on it yesterday, as you can see [here](https://github.com/huggingface/transformers/issues/26672#issuecomment-1752105521). He even already proposed PR ...
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…lass and created a 'LogitsProcessorList' containing both a custom logits processor and a 'MinLengthLogitsProcessor'. # What does this PR do? 1. It adds a custom logits processor (CustomLogitsProcessor) to the generate method. 2. Threshold for EOS Probability: 3. In this case the LPL list, it includes the origina...
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pad_across_processes not compatible with PyTorch's nested_tensor
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### System Info Latest transformers version ### Who can help? @muellerzr @pacman100 ### 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 d...
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Trainer subclasses should be able to replace Accelerator / Optimizer
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[ "Okay, I've now realised that this won't work unless it's `@classmethod`, so perhaps `get_optimizer_cls_and_kwargs` should be changed for this too? Delaying working on a PR until this has been discussed.", "cc @pacman100 @muellerzr ", "@frankier (sorry for the delay) why does this require it being a class metho...
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NONE
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### Feature request It's possible that some in-depth customization of the `Trainer` class may require changes to Accelerator. There is already a pattern with the optimizer that the class and arguments are obtained from: ```python @staticmethod def get_optimizer_cls_and_kwargs(args: TrainingArguments) -> Tuple[Any...
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26,685
[docstring] Fix docstring for `LlamaConfig`
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[ "@ydshieh can you please review this", "@abzdel i already passed all 7 CI test cases after following your recommendation. Thank you alex!", "> @abzdel i already passed all 7 CI test cases after following your recommendation. Thank you alex!\r\n\r\nAwesome! Keep me in the loop if anything else comes up.", "Hi,...
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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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26,684
`tokenizer.apply_chat_template` not working as expected for Mistral-7B model; it adds `<<SYS>>` despite no system message.
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[ "Hi @ivsanro1, this is because an update to the Mistral model repo removed the chat template by accident, which caused the tokenizer to fall back to the default LLaMA chat ttemplate. I'm communicating with the team now, hopefully it can be restored very soon!", "Hello @Rocketknight1, thanks a lot for the explanat...
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### System Info - Colab - `transformers==4.34.0` ### Who can help? Maybe @ArthurZucker or @Rocketknight1 ### Information - [x] The official example scripts - [ ] My own modified scripts ### Tasks - [x] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own tas...
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26,683
Adding EncT5 model for non-autoregressive tasks
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[ "I think this could be a small but interesting addition, but wanted to get some feedback on whether this is good idea before I write tests and update the documentation. \r\n\r\n@ArthurZucker @amyeroberts @sgugger\r\n\r\nThanks!", "I'm not on the HF team, but I think this would be great! I was also interested in a...
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Adding a EncT5 model/framework for non-autoregressive tasks, as described in https://arxiv.org/abs/2110.08426 (Algorithm 1 for now, but I plan to follow up with support for Algorithm 2). There is already a T5ForSequenceClassification variant, but EncT5 uses less params (just a single decoder layer instead) and, accord...
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Fixed KeyError for Mistral
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[ "Ok, I changed it. The reason why I put a try catch was in case there were mistral checkpoints that actually did use \"ragged_attention\". Is it possible that the torrent release and the HF release are slightly different? That might explain how this happened.", "I am not really sure I try downloading from the lin...
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CONTRIBUTOR
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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Generate: New `Cache` abstraction and Attention Sinks support
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[ "@patrickvonplaten @gante \r\nBased on your feedback, I intend to make the following changes (when I have a bit more time). \r\n\r\n1. move `layer_idx` to `update(key_states, value_states, layer_idx)` rather than storing it as a class attribute on `Cache`. This also involves adding `layer_idx` as class attributes t...
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MEMBER
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Closes #26553 Hello! # What does this PR do? I had a few hours on Saturday to work up a draft version of the updated KV caching mechanism as discussed in #26553. Ideally, this should allow Attention Sinks (https://github.com/tomaarsen/attention_sinks) / StreamingLLM (https://arxiv.org/abs/2309.17453) to be easil...
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BLOOM past_key_values issue
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### System Info I used a custom plast_key_values by following this description https://huggingface.co/docs/transformers/model_doc/bloom#transformers.BloomModel.forward.past_key_values for example for batch size 2 and seq length 3 i get plast_key_values[0][0] shape as orch.Size([32, 128, 3]) and plast_key_values...
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SwinModel docstring fix
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[ "@ydshieh resolved merge conflicts - ready for ✅ Thanks!", "@ydshieh \r\nI have updated changes. This is my first open-source contribution in the life.\r\nI happy to learn from community.\r\nThanks ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26679). All of your ...
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CONTRIBUTOR
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# What does this PR do? Docstring for `SwinModel` is added. Fixes # (issue) ## 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/CONTRI...
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26,720
Using with vLLM and runpod gives error stating Repo id must be in the form 'repo_name'...
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[ "Hi @rafa-9, [here is the code](https://github.com/huggingface/transformers/blob/a9862a0f495bac3a6ecd5165686610fd5d91c848/src/transformers/configuration_utils.py#L664) that checks whether the provided value is a local path, a url or a repo_id and load the config file correspondingly. If you get this error, I suspec...
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NONE
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### Describe the bug I have tried [multiple templates](https://github.com/runpod-workers/worker-vllm) that use vLLM and deploy them to Runpod but the deployment is prevented by this bug where it checks for the repo_id. For faster deployments Runpod suggests to download the model to an external storage which is usuall...
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[`Core Tokenization`] Support a fix for spm fast models
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26678). All of your documentation changes will be reflected on that endpoint.", "Oups 😅 just need to document and fx the tests", "PR is overall ready, just missing CIs, rebase and core review" ]
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COLLABORATOR
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# What does this PR do? Fixes the behaviour of `T5FastTokenizer` using the `legacy` flag. Requires `tokenizers==0.15.0`. This is what it will allows us to do: ```python from transformers import AutoTokenizer tok = AutoTokenizer.from_pretrained("t5-base", use_fast = True, from_slow = True, legacy = True) print(...
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Fix docstring CLIP configs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26677). 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? <!-- 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 docstring for `CLIPImageProcessor`
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[ "@ydshieh resolved merge conflicts - ready for ✅ Thanks!", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26676). 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? <!-- 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 early stopping for Bark generation via logits processor
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[ "@ylacombe maybe we can continue the [conversation](https://github.com/huggingface/transformers/issues/26672#issuecomment-1753060623) here.", "> Ideally, we'd have another test on BarkSemanticModelTest, but I'm not sure how to proceed yet.\r\nDo you have any ideas?\r\n\r\nI'm not entirely sure. Maybe we could ass...
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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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[docstring] fix docstring DPRConfig
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26674). All of your documentation changes will be reflected on that endpoint.", "> Thank you!\r\n\r\nThank you very much!!!" ]
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# What does this PR do? Fixes #26638 only for `DPRConfig` <!-- 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 contrib...
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Improve bark batch generation
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[ "Hello, I'd like to work on this if no one is working on it.\r\n", "Hello Yoach,\nSince issue [#26672](https://github.com/huggingface/transformers/issues/26672) seems to already be taken on by a few people, I'd love to try and work on this one !\nThanks, Julien ", "Hey, @ylacombe. If I understand correctly the ...
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### Feature request Currently, when several samples are transmitted to Bark at the same time, i.e. during batch generation, the generated audios all have the same duration, which extends the length of the shortest audios to the longest audio in the batch. This problem can be solved by keeping track of sample length...
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Improve Bark Generation
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[ "I'd love to take this on if no one else is working on this at the moment.", "I'd be glad to work on this if it's getting assigned.", "Hey @isaac-chung and @GauriTr, thanks for your motivation here! \r\n@isaac-chung I see that you already started to work on this, feel free to ping me if there are any issues or ...
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### Feature request According to this [notebook](https://github.com/suno-ai/bark/blob/773624d26db84278a55aacae9a16d7b25fbccab8/notebooks/long_form_generation.ipynb#L160) from the original [bark repo](https://github.com/suno-ai/bark/): > Advanced Long-Form Generation Somtimes Bark will hallucinate a little extra au...
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param `document-question-answering` raises `KeyError` in pipeline
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[ "Looks like this has been mitigated with current version." ]
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### System Info Running following combination on a windows Machine with properly set up WSL + Cuda environment. Machine: - CPU: i7-9700K + 16GB DDR4 RAM - GPU: RTX 3060 TI 8GB GDDR6 Libraries: Python 3.10 ``` tensorflow==2.14.0 tensorflow-estimator==2.14.0 tensorflow-io-gcs-filesystem==0.31.0 transforme...
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Custom type symbols add by LlamaTokenizer, LlamaTokenizerFast fails to tokenize them correctly.
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[ "cc @ArthurZucker ", "Hey, this is a duplicate of #27132, #26871, #25232, #23833. The token's `normalized` field should be set to `False` instead of `True`", "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...
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### System Info transformers-cli env ``` - `transformers` version: 4.33.0.dev0 │ - Platform: Linux-4.18.0-240.el8.x86_64-x86_64-with-glibc2.10 │ - Python version: 3.8.0 ...
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[docstring] Fix docstring for `LlamaTokenizer` and `LlamaTokenizerFast`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26669). All of your documentation changes will be reflected on that endpoint.", "@ydshieh ready for ✅ thanks!", "@LysandreJik could you assign this to @ydshieh? Thank you.", "`$ python3 -m pytest -v --make-reports doc_t...
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# What does this PR do? Fixes #26638 only for `LlamaTokenizer` and `LlamaTokenizerFast`. ## 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/mai...
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Add OWLv2, bis
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi, any idea when this PR will land? Eagerly waiting on playing with the model in HF!", "@NielsRogge, I think there might be a bug in `post_process_object_detection()` when using cuda device.\r\nYou can see that `scale_fct` is crea...
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# What does this PR do? This PR adds OWLv2 in a way that is more compliant to the Transformers-philosophy, meaning one paper = one model = one file. Rather than modifying the existing OWL-ViT (v1), this PR adds a new standalone Owlv2ForObjectDetection model. It copies 99% of the v1 model, only modifying the object d...
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Adding LM-Infinite support to Llama models
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[ "LM-Infinite seems not equals to standard XFM attention ablitiy in very long range context, due to its attention mask may not overlap all tokens it that scenario", "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 commen...
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# What does this PR do? In this PR, we implement [LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models](https://browse.arxiv.org/abs/2308.16137) proposed in August 2023 on Llama models, which removes length limits of large language models, and enables them to generate to infinite lengths wi...
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[docstring] Fix docstring for `CodeLlamaTokenizerFast`
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[ "**Issues Encountered:**\r\n\r\n**System Configuration:**\r\n- **Machine:** Mac with M1 Chip\r\n- **Environment:** New Conda environment using Python `3.9.18`\r\n\r\n**Installation Issue:**\r\n- Command Executed: `pip install -e \".[dev]\"`\r\n- Error Encountered:\r\n ```\r\n INFO: pip is looking at multiple ...
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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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How to resume training from a checkpoint when training LoRA using deepspeed?
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[ "I found that after loading the optimizer, the device of the step in its status is cpu, but it should be on cuda.\r\n![image](https://github.com/huggingface/transformers/assets/48399040/4b3a0d36-86e8-46ad-9d3c-2df70cad5661)\r\n", "It seems torch requires `step` to be on the cpu device, but deepspeed requires it t...
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### System Info - `transformers` version: 4.34.0.dev0 - Platform: Linux-5.4.143.bsk.7-amd64-x86_64-with-glibc2.28 - Python version: 3.10.12 - Huggingface_hub version: 0.16.4 - Safetensors version: 0.3.2 - Accelerate version: 0.21.0 - Accelerate config: - compute_environment: LOCAL_MACHINE - distribut...
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[docstring] Fix docstrings for `UniSpeechConfig`, `UniSpeechForCTC`, `UniSpeechSatConfig`, `UniSpeechSatForCTC` and `Wav2Vec2ForCTC`
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[ "Hi @gizemt I think the commit history is messed up when you merged the branch into this PR. You can see irrelevant changes to this PR shown up in `Files changed`.\r\n\r\nCould you resolve this please?", "oops sorry, messed up rebase. fixed it now. @ydshieh ", "The docs for this PR live [here](https://moon-ci-d...
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Fixes #26638 ## 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 Request sec...
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fix a typo in flax T5 attention - attention_mask variable is misnamed
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26663). All of your documentation changes will be reflected on that endpoint.", "> Very nice @giganttheo! Thanks for identifying the bug and proposing the fix 🤗 Confirming that the slow tests pass following the fix? As per...
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# What does this PR do? Fixes a typo in the Flax code for T5 model. There is a typo in the Attention module of the Flax version of T5, where the attention_mask updated by the `_concatenate_to_cache` method should override the previous attention_mask but does not because of a misnamed variable. Fixes #26564 ...
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fixed Docstring for configuration_bert.py file
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[ "Hey - I was participating in this as well, just thought I would try to help. I see CI is failing - did you run `pip install -e \".[dev]\"` before making changes, and `make fixup` after? Looks like it only failed because of a dependency issue. Happy to chat more if you want an extra pair of eyes on this!", "@abzd...
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# What does this PR do? fixes #26638 issue <!-- 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, p...
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[docstring] Fix docstring for 'BertGenerationConfig'
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[ "@ydshieh Can you please review this?", "Hi @ydshieh, Does this PR look good?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26661). All of your documentation changes will be reflected on that endpoint." ]
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Fixes #26638 ## 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 Request section? - ...
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Fixed malapropism error
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# What does this PR do? This PR fixes a minor typo in the code comment. It replaces the word "clone" with "copy" in the comment to improve clarity. ## Before submitting - [X ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). ## Who can review? Anyone in the c...
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Enhanced Model Debugging Tool
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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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[docstring] Fix docstring for `LlamaConfig`
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[ "Hey - lmk if you want help fixing CI on this. Looks like it only failed because of a dependency - happy to try to troubleshoot this with you!", "@abzdel Hi!, thanks for your help. can you please help me fix this CI? I'm not sure which part make test failed. do you have any idea?\r\n\r\nhappy to try to troublesho...
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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 Fast model
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[ "FYI @rafaelpadilla to keep an eye on this ! ", "Hi @raghavanone,\r\n\r\nThank you for your contribution :) \r\nPlease, ping me when you're done for a first review.", "@rafaelpadilla Request you to do a first review.", "> Did a first pass on the code, looks good already, my main comment is to leverage the Aut...
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Add Fast model Fix issue #26501
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[DOCSTRING] [Wip] Fix docstring DPT-Model
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# What does this PR do? Address #26638 HELP NEEDED! ## Description I have followed the guide to contributing for #26638 , but couldn't generate anything using `python3 utils/check_docstrings.py --fix_and_overwrite`. The output, ``` 2023-10-07 12:47:24.603397: E tensorflow/compiler/xla/stream_executo...
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Update output.md
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Added Output example for diffusion image generation model
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26,654
Fix source_prefix default value
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26654). All of your documentation changes will be reflected on that endpoint." ]
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# What does this PR do? This pull request updates the `run_summarization.py` script in the PyTorch implementation to fix the default value of `source_prefix`. Currently, the default value is set to `""`, which can be misleading when fine-tuning T5 models. This PR sets the default value to `None`, aligning it with ot...
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26,653
Fix source_prefix default value in run_summarization.py
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### System Info - `transformers` version: 4.35.0.dev0 - Platform: macOS-13.4-arm64-arm-64bit - Python version: 3.10.10 - 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 (False) - Tensorflow version (GPU?...
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26,651
remove the obsolete code related to fairscale FSDP
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[ "@muellerzr and @ArthurZucker could you please take a look at this PR? Thanks :D", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26651). All of your documentation changes will be reflected on that endpoint.", "@amyeroberts sorry for bothering, could you please review...
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# What does this PR do? As the title says, this PR introduces two modifications: 1. remove the gradient clipping code related to fairscale FSDP, as fairscale FSDP has been removed. See: https://github.com/huggingface/transformers/pull/25702 2. updated the error message when mixing `--bf16` and `--half_precision_b...
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26,650
[DOCS] updated docstring for tokenizer
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[ "@ydshieh Can you please review this?\r\n", "Hi @KMJ-007 \r\n\r\nThank you for your contribution.\r\n\r\nLet's not take a huge number of entries. Either a single entry, or the entries from the same model architecture. So everyone can have the chance to contribute 🙏 ", "understood!\r\n\r\nclosing this PR and cr...
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# What does this PR do? updated docstring for the following : `BartTokenizerFast`,` BarthezTokenizerFast`, `BertTokenizerFast`, `AlbertTokenizerFast`, `BigBirdTokenizerFast`, `BlenderbotSmallTokenizerFast`, `BlenderbotTokenizerFast`
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26,649
[docstring] Fix docstring for GPT2Config
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[ "@ydshieh all checks have passed!\r\n\r\ncan you review this PR\r\n\r\nthankyou", "closing this, this PR is already fixing this!\r\n\r\nhttps://github.com/huggingface/transformers/pull/26642" ]
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# What does this PR do? fixed doc string for GPT2Config ## 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-contributin...
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26,648
fix typos in idefics.md
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Two typos found in reviewing this documentation. 1) max_new_tokens=***6*** as ***4*** is not sufficient to generate "Vegetables" as indicated - you will get only "Veget". (incidentally - some mention of how to select this value might be useful as it seems to change in each example) 2) inputs = processor(prompts, ...
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26,647
add T5 as decoder only
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### Model description Since T5/ByT5 is an encoder-decoder model, I created a subclass T5DecoderOnlyForCausalLM to use it as decoder only for OCR task: `from transformers.models.t5.modeling_t5 import T5PreTrainedModel, T5Stack import torch import torch.nn as nn from transformers.modeling_outputs import CausalLMOutp...
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Unable to achieve the same accuracy between Trainer API and tensorflow models
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[ "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.\n\nPlease note that issues that do not follow the [contributing guidelines](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) a...
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### System Info - `transformers` version: 4.33.0 - Platform: Linux-6.1.42+-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 version (G...
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Adding LlamaInfinite model which implements LM-Infinite on Llama
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[ "Hello!\r\n\r\nThank you for taking the time and care to implement this. I'm doing some benchmarking as I'm writing this now :)\r\nI do have to say that I would prefer a solution along the lines of what is being discussed in #26553, e.g. creating some `Cache` class and/or compartmentalising the key/query rotation e...
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# What does this PR do? In this PR, we implement [LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models](https://browse.arxiv.org/abs/2308.16137) on Llama model proposed in August 2023, which removes length limits of large language models, and enables them to generate to infinite lengths wit...
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dead link to vitdet-base-patch16-224
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[ "@dotneet Hey, I want to work on this issue. Can you assign to me ?", "First come, first served @Ankit8848, feel free to open a PR.", "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...
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This link is dead. [google/vitdet-base-patch16-224](https://huggingface.co/google/vitdet-base-patch16-224) https://github.com/huggingface/transformers/blob/897a826d830e8b1e03eb482b165b5d88a7a08d5f/src/transformers/models/vitdet/configuration_vitdet.py#L35
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[WIP] Remove ZeroShotObjectDetectionPipeline from check_docstrings.py
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[ "@ydshieh I'm facing a few problems setting up my dev environment:\r\n\r\n1. Running `pip install -e \".[dev]\"` returns an error, \r\n`ERROR: Could not find a version that satisfies the requirement tensorflow-text<2.15; extra == \"dev\" (from transformers[dev]) (from versions: none)\r\nERROR: No matching distribut...
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# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this w...
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[DOCS] Update docstrings for GPT2 and Whisper tokenizer
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[ "@ydshieh Does this look good for you?", "@ydshieh I tried troubleshooting on my side I don't understanding the difference between `vocab_file` and `merges_file`, both [merges.txt](https://huggingface.co/gpt2/blob/main/merges.txt) and [vocab.json](https://huggingface.co/gpt2/blob/main/vocab.json) from the GPT2 mo...
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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). - [x ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section? - [ x...
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[docstring] Fix docstring for DonutImageProcessor
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[ "@ydshieh should be all set! Happy to make changes if needed", "@ydshieh Just fixed this with my most recent commit. Just a heads up - I get the following when I run `make fixup`. I looked into fixing it but I wasn't quite able to - happy to keep investigating this if needed\r\n<img width=\"544\" alt=\"image\" sr...
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fixed DonutImageProcessor docstring and removed from OBJECTS_TO_IGNORE in check_docstrings.py
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fix links in README.md for the GPT, GPT-2, and Llama2 Models
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# What does this PR do? Fix broken links as follows: [-] https://blog.openai.com/language-unsupervised/ [+] https://openai.com/research/language-unsupervised/ [-] https://blog.openai.com/better-language-models/ [+] https://openai.com/research/better-language-models/ [-] https://ai.meta.com/research/public...
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Avoid CI OOM
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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? The torch and torch pipeline job again (almost) reach the limit of CircleCI runner's RAM (16 G). torch pipeline job crashed [nightly run here](https://app.circleci.com/pipelines/github/huggingface/transformers/74561/workflows/5c4e2b07-0688-4d86-bac6-85250ebbd741/jobs/944985) A screensho...
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[Community Event] Docstring Sprint
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[ "Hi @ydshieh !, I would like to work on this issue. Can you please assign me? From the list of OBJECTS_TO_IGNORE, I would like to work on \"AlbertModel\"", "Hi! I would like to work on 'BertGenerationConfig'.", "Hi @ydshieh !,\r\nI would like to work on 'BartConfig'.", "Hi @ydshieh, i would like to work on th...
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**Docstring** is important to understand what inputs a function/method expect and the output format it returns ! This issue is part of the **HACKTOBERFEST** event 🔥 . It is a call for contributions with the goal being to help `transformers` having the required and correct docstring, so users can use it more smoot...
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Add default template warning
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_26637). All of your documentation changes will be reflected on that endpoint.", "Hmmm I'm not sure this warning will be useful for the majority of users; wouldn't it be better as an INFO level? \r\n\r\nI think having class-...
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MEMBER
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Lots of user repos use common tokenizers like `LlamaTokenizer` even for non-LLaMA models. Unfortunately, these tokenizers come with default chat templates, which may result in user confusion if they use `apply_chat_template`. We want to avoid a scenario where users think they're getting the right template but actually ...
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[docstring] Fix docstring for `AlbertConfig`
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# What does this PR do? An example demonstrating how to fix docstring. I will write a step-by-step guide on a new issue page. But this PR servers as an final output of such fix.
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Training does not stop as expected with finite iterable dataset
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[ "This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.\n\nPlease note that issues that do not follow the [contributing guidelines](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) a...
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### System Info - `transformers` version: 4.32.1 - Platform: macOS-13.5-arm64-arm-64bit - Python version: 3.10.12 - Huggingface_hub version: 0.16.4 - Safetensors version: 0.3.1 - Accelerate version: 0.23.0 - Accelerate config: not found - PyTorch version (GPU?): 2.0.1 (False) - Tensorflow version (GPU?): no...
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Better way to run AMD CI with different flavors
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# What does this PR do? Just showing an approach which duplicate files but in a minimal way.
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RuntimeError when running batched inference for Salesforce/blip2-opt-2.7b VQA
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[ "#21578 I already looked at this issue, but mine is with vqa.", "I've fixed the issue it's running fine could you guide me to the folder so that I can pull requests \r\n", "Hey, there. I don't understand what you want from me. Can you re-phrase or explain me more ?", "yaa I fixed ur issue but I'm not able to ...
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### System Info - `transformers` version: 4.34.0 - Platform: Linux-4.14.322-246.539.amzn2.x86_64-x86_64-with-glibc2.10 - Python version: 3.8.3 - Huggingface_hub version: 0.16.4 - Safetensors version: 0.3.3 - Accelerate version: not installed - Accelerate config: not found - PyTorch version (GPU?): 2.0.0+cu117 (...
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KeyError: 'cardinality' while running Trainer
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[ "Hi, thank you for opening the issue.\r\n\r\nCould you please share your system info with us. You can run the command `transformers-cli env` and copy-paste its output below.", "@ydshieh Sorry but I'm using Google Colab and I'm not able to run a command in Colab. It is a Pro feature.", "Just type `!transformers-...
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### System Info Google Colab ### Who can help? _No response_ ### 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 below) ### Reproduction I enco...
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