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Object of type BitsAndBytesConfig is not JSON serializable error with TensorBoard integration
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2025-04-15T08:11:41
2025-04-16T09:18:18
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### System Info transformers==4.51.3 Python version: 3.11 ### Who can help? @zach-huggingface @SunMarc @MekkCyber ### 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 ...
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[qwen-omni] fix training
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# What does this PR do? Fixes #37513 and fixes #37515. Ready for review!
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enable several cases on XPU
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2025-04-16T22:39:11
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w/ this PR: 1. autoawq cases: 9 pass, 1 skip(should skip, since xpu doesn't support exllama, all optimized op will go through ipex backend), 2 fail 2. peft_integration cases: 2 pass, 1 fail(for bnb issue) 3. test_sdpa_can_dispatch_on_flash: 19 pass, 1 fail fail cases: tests/models/diffllama/test_modeling_difflla...
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AttributeError: 'Qwen2_5OmniConfig' object has no attribute 'num_attention_heads'
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### System Info root@445d74596699:/vllm-workspace# transformers-cli env Copy-and-paste the text below in your GitHub issue and FILL OUT the two last points. - `transformers` version: 4.52.0.dev0 - Platform: Linux-5.15.0-43-generic-x86_64-with-glibc2.35 - Python version: 3.12.9 - Huggingface_hub version: 0.30.2 - Sa...
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enable test_offloaded_cache_implementation test case on XPU
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2025-04-15T06:24:53
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78 cases passed, 1 case(tests/models/dbrx/test_modeling_dbrx.py::DbrxModelTest::test_offloaded_cache_implementation_0_offloaded ) failed, will fix the 1 failed case in a separate PR.
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Qwen2_5Omni training forward issue
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2025-04-15T05:22:59
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I encountered this error when post-training Qwen2_5Omni, I guess it is just a typo. https://github.com/huggingface/transformers/blob/4e63a1747ce6a4b5f75e8d2318857c2b76c3ba23/src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py#L2505 ``` AttributeError: 'Qwen2_5OmniThinkerConfig' object has no attribute 'vocab...
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Update tokenization_utils_base.py
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select encoding explicitly. # What does this PR do? Always use `utf-8` when reading template files. Without this, on Windows, since the default encoding might not be `utf-8`, it won't be able to read files encoded in `utf-8`. @ArthurZucker @Rocketknight1
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A type error in the Template writing document
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ERROR: type should be string, got "https://huggingface.co/docs/transformers/main/en/chat_templating_writing\n\nIn the example template as shown below.\n{%- for message in messages %}\n {{- '<|' + message['role'] + |>\\n' }}\n {{- message['content'] + eos_token }}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|assistant|>\\n' }}\n{%- endif %}\n\nA quote is missing in the template before the |>\\n' which after the message['role'].\n\n{%- for message in messages %}\n {{- '<|' + message['role'] + '|>\\n' }}\n {{- message['content'] + eos_token }}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|assistant|>\\n' }}\n{%- endif %}"
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fix: qwen2.5 omni apply_chat_template system content check
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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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Trainer num_tokens() function seem to be outdated and not correct
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### System Info I was reading sources of trainer and logic of `num_tokens()` seemed unclear to me. Why multiplication by `max_steps`? https://github.com/huggingface/transformers/blob/main/src/transformers/trainer.py#L1771 Here is my PR https://github.com/huggingface/transformers/pull/37509 that attempts to make it cl...
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[fix] Trainer num_tokens() count
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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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Allow override inputs to export recipe
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# What does this PR do? Enable dynamism at seq_len dim in order to utilize parallel `prefill` in the executorch runtime. In this PR, - allow caller side to override example inputs, dynamic shapes and strict flag, but keep the default unchanged for BC - add unit test to cover export with dynamic shapes, and stric...
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enable 5 cases on XPU
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**command** `pytest -rA tests/models/speecht5/test_modeling_speecht5.py::SpeechT5ForTextToSpeechIntegrationTests::test_batch_generation` `pytest -rA tests/models/glm/test_modeling_glm.py::GlmIntegrationTest::test_model_9b_bf16` `pytest -rA tests/models/glm/test_modeling_glm.py::GlmIntegrationTest::test_model_9b_e...
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Added scikit-learn to the example image-classification requirements.txt
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# Fix dependency in examples/pytorch/image-classification/requirements.txt <!-- 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 a...
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Tensor parallel support for LLM training.
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### Feature request Hi HF team, I'm wondering about the current status of tensor parallelism (TP) support in Hugging Face. I've noticed that some standard models, such as llama4 and mixtral, include TP sharding plans, and `.from_pretrained` appears to support [loading models with a TP plan](https://github.com/hugging...
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4.51.3 is much faster than prevous version - do you see the same?
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### System Info I tested on a script for t5 and the speed I see is almost 2x faster than before with 4.50? Is there any significant change? Thanks ### Who can help? _No response_ ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported task in th...
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Adding BitNet b1.58 Model
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2025-04-14T19:45:16
2025-04-29T09:43:16
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# What does this PR do? This PR adds the support of codes for the coming BitNet b1.58 model from Microsoft. @ArthurZucker https://arxiv.org/abs/2402.17764
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Add resume checkpoint support to ClearML callback
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### Feature request Link ClearML task when resuming from checkpoint ### Motivation Currently, when resuming from checkpoint Clearml overwrites the task and starts a new one. A lot of the data and history is lost. ### Your contribution I will try to see if I can fix it and submit a PR
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Change default value of `attn_temperature_tuning`
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# What does this PR do? Fixes #37479 ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#create-a-pull-request), Pul...
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Don't auto-assign reviewers when the author is in HF
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As the title says, we don't want to auto-assign reviewers for staff authors because they can do it themselves (and probably more accurately)
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Fix broken add-fast-image-processor CLI
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# What does this PR do? Following the refactor of the transformers __init__ file and dummy objects, some actions in the add-fast-image-processor CLI are not needed anymore. Thanks @cjfghk5697 for flagging this in https://github.com/huggingface/transformers/pull/37496
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:red_circle: Update CLIP vision attention to new attention interface
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# What does this PR do? As per title. Removes the old definitions of `ATTENTION_FUNCTIONS` used before and aligns with the current standard, similar to recent siglip changes by @qubvel . I mostly did it because it'll unbloat the `modular` version of molmo in #33962 . I ported the changes to all models copying th...
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Fix pixel attention mask padding in smolvlm
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# What does this PR do? The attention mask (binary) is initialized with zeros in float64, while in make_pixel_mask, the ones and zeros are in int64. ```python def make_pixel_mask( image: np.ndarray, output_size: Tuple[int, int], input_data_format: Optional[Union[str, ChannelDimension]] = None ) -> np.ndarr...
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Fix IndexError in add_import_statement_init
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# What does this PR do? #36978 This PR fixes an issue encountered when running the command: ```bash transformers-cli add-fast-image-processor --model-name bridgetower ``` During BridgeTower fast image processor integration, an error occurred due to the indent calculation logic in the function `add_import_s...
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Refactor bert-based models to use global attention function
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### Feature request Refactoring of the attention modules in bert-based models to use global attention function ### Motivation Enabling easier support of SDPA and flash attention while minimizing code duplication in Bert copies ### Your contribution I already created a draft PR #37494 to outline the changes require...
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[WIP] Refactor attention modules in Bert-based models to use global attention functions
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# What does this PR do? Refactoring of the Attention Modules in bert-based models to use global attention functions. Allows support of SDPA and flash attention for Bert models and potentially flex attention in the future This is a first draft (Feedback appreciated) Could solve: #37105 #29129 #27957 ## Bef...
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[qwen-omni] fix processor
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# What does this PR do? Fixes #37491 and deflakes a test
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module 'transformers_modules.DeepSeek-V3-BF16.configuration_deepseek' has no attribute 'DeepseekV3Config'
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### System Info transformers==4.51.2 ### 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...
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[BUG] Qwen2.5-Omni-7B processor numpy view error.
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37,490
Refactor torchao docs
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2025-04-14T11:37:20
2025-04-17T18:09:49
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# What does this PR do? Refactoring torchao docs, with clear doc layout, better and exhaustive examples, benchmarks and more !
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[ci] fix doc builder
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2025-04-14T11:21:29
2025-04-14T11:49:31
2025-04-14T11:49:31
MEMBER
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# What does this PR do? Merging qwen omni broke CI, this PR fixes it
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Fast Image Processor for EfficientNet: Deprecated folder issue
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2025-04-14T10:57:41
2025-04-14T13:24:04
2025-04-14T13:04:11
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First of all, I deeply appreciate the opportunity to contribute, as discussed in [issue #36978](https://github.com/huggingface/transformers/issues/36978). I left a comment there mentioning that I’d like to contribute a Fast image processor for EfficientFormer. I tried running the following command from the guide: ```...
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fix: :bug: Support explicitly passing callback
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2025-04-14T10:19:29
2025-06-28T06:12:37
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Weights of BlipModel are not initialized from the model checkpoint
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2025-04-14T09:25:02
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### System Info The code snippet is an example from https://huggingface.co/docs/transformers/model_doc/blip#transformers.BlipModel.get_text_features.example. The warning that I get is: Some weights of BlipTextModel were not initialized from the model checkpoint at Salesforce/blip-image-captioning-base and are newly ...
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VDR task guide
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2025-04-14T09:13:09
2025-04-15T15:55:15
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Added VDR task guide as I noticed the model docs are too minimal for a solid use case
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Fix tests failed with gated repos.
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2025-04-14T08:48:54
2025-04-14T10:08:15
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# What does this PR do? Fix tests failed with gated repos by adding `require_read_token`
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Add callback to monitor progress in whisper transcription
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2025-04-14T08:05:42
2025-07-30T15:40:53
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This PR adds a callback in the `generate` function of `WhisperGenerationMixin` to give callers the ability to monitor progress for whisper transcriptions. This is useful in settings where transcription happens in a notebook or UI settings, and callers want to provide users with a progress bar or similar feedback on ...
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36978 | Fast image processor for DPT model
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make test_snowman_image_captioning pass on XPU, by sharing same atol w/ ROCM
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2025-04-14T05:10:47
2025-04-14T23:08:25
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`pytest -rA tests/models/kosmos2/test_modeling_kosmos2.py::Kosmos2ModelIntegrationTest::test_snowman_image_captioning` PASS.
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37,479
Mismatching default value of `Llama4TextConfig` `attn_temperature_tuning` between official llama code
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2025-04-14T04:46:46
2025-04-15T10:10:40
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### System Info In `transfomers` library, the default value of `attn_temperature_tuning` in `Llama4TextConfig`, is `4`. https://github.com/huggingface/transformers/blob/953196a43dae6a3c474165fba7d215fcbc7b7730/src/transformers/models/llama4/configuration_llama4.py#L231 However, I think this value should be boolean ...
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37,478
The "force_words_ids" does not seem to be available on llama4
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2025-04-14T03:58:26
2025-05-23T08:02:27
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NONE
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### System Info transformers=v4.51.1 torch=2.6.0 python=3.10.0 The code snippet is as follows: output = model.generate(**input_ids,do_sample=False,num_beams=2, max_new_tokens=1,force_words_ids=[tokenizer.convert_tokens_to_ids(['A', 'B', 'C', 'D'])]) The error message is as follows: [rank0]: File "/usr/local/lib/pyth...
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37,477
Unrecognized model in Qwen/Qwen2.5-Coder-7B-Instruct
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2025-04-13T23:47:11
2025-07-08T11:31:09
2025-04-15T12:54:12
NONE
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### System Info I bumped my transformers versions to `4.51.2` recently and Qwen 2.5 Coder no longer loads. I downgraded back to `4.49.0` and it loads properly. I think it's a regression. ``` ValueError: Unrecognized model in Qwen/Qwen2.5-Coder-7B-Instruct. Should have a `model_type` key in its config.json, or contain...
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37,476
Incorrect installation instructions
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2025-04-13T18:27:22
2025-05-24T08:02:27
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Re: https://pypi.org/project/transformers/ Is the Python version correct? Python 3.9+ TensorFlow requires Python 3.9 to 3.12, according to: https://www.tensorflow.org/install/pip 3.9+ implies the installation will also work with 3.13, which didn't work for me. Using 3.12.10 works. Does the Python version need ...
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trainer.py fix loss aggregation over multiple devices
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2025-04-13T18:22:14
2025-04-13T18:23:11
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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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37,474
Trainer.training_step incorrectly normalizes mean token loss when n_gpu > 1
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2025-04-13T18:12:18
2025-09-10T16:38:33
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### System Info ``` - `transformers` version: 4.46.0 - Platform: Linux-5.15.0-136-generic-x86_64-with-glibc2.35 - Python version: 3.10.12 - Huggingface_hub version: 0.29.2 - Safetensors version: 0.5.3 - Accelerate version: 1.4.0 - Accelerate config: not found - PyTorch version (GPU?): 2.4.1+cu121 (True) - Tensorflo...
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Modular m4t speecht5 sew
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2025-04-13T15:33:40
2025-07-02T16:01:14
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CONTRIBUTOR
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# What does this PR do? Completes the effort of #35902, by adding modular files for ~~SEW~~, SEW-D, SeamlessM4T, SeamlessM4Tv2, SpeechT5 ([as proposed](https://github.com/huggingface/transformers/pull/35902#pullrequestreview-2705453204) by @eustlb) ## Before submitting - [ ] This PR fixes a typo or improves th...
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Fix wrong argparse type in modular checker script
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2025-04-13T06:07:34
2025-04-14T15:11:30
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CONTRIBUTOR
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# What does this PR do? In the `argparse` library, the `type` parameter is applied to each argument individually. When using `type=list` in combination with `nargs="+"`, the command `python utils/check_modular_conversion.py --files abc def` is parsed as `[['a', 'b', 'c'], ['d', 'e', 'f']]`. This behavior occurs beca...
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37,471
Assistant Decoding for Llava-Onevision Does Not Work
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### System Info - `transformers` version: 4.51.2 - Platform: Linux-4.18.0-513.18.1.el8_9.x86_64-x86_64-with-glibc2.28 - Python version: 3.12.2 - Huggingface_hub version: 0.30.2 - Safetensors version: 0.4.4 - Accelerate version: 1.0.1 - Accelerate config: not found - DeepSpeed version: 0.15.3 - PyTorch version (GPU...
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modelling_llama -> spda_attention; ValueError: too many values to unpack (expected 4)
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2025-04-12T21:20:25
2025-04-17T13:51:14
2025-04-17T13:51:14
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### System Info torch = 2.6.0 transformers = 4.51.0 and 4.51.2 ### 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 det...
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apply_chat_template() function, in particular with the chat_template = "rag"
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2025-04-12T20:15:50
2025-04-14T14:33:47
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I am trying to figure out what's the best way to format the chat template with rag. I am following the tutorial [here](https://huggingface.co/docs/transformers/main/en/chat_extras). The only difference is that the model card for the tutorial is using `CohereForAI/c4ai-command-r-v01-4bit`. When I follow the tutorial us...
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Llama4: remove redundant transpose of router_logits
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2025-04-12T17:08:20
2025-04-15T11:29:27
2025-04-15T11:29:27
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# What does this PR do? This PR removes redundant transpose of router_logits ## Who can review? cc @ArthurZucker
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Update README.md
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2025-04-12T16:07:35
2025-04-12T16:12:06
2025-04-12T16:12:06
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This aims to fix the grammatical error at the start of the README.md providing a better look # 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 t...
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Fixed broken links
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2025-04-12T15:43:27
2025-04-14T13:16:07
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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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37,465
support flash-attn feature in llama4
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2025-04-12T14:28:25
2025-06-24T12:51:50
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### Feature request Llama4 do not support flash_attn, leading huge GPU MEM consumption. ### Motivation request for high training efficiency. ### Your contribution No
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Broken phi4 model
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2025-04-12T12:44:05
2025-05-21T08:02:39
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### System Info Maybe the Phi-4 tokenizer conversion is broken at transformers side. More info with images here: https://github.com/vllm-project/vllm/issues/16510 ### Who can help? @ArthurZucker @itazap ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officiall...
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Fixing gated repo issues
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2025-04-12T10:36:09
2025-04-14T15:19:13
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# What does this PR do? Using unsloth model alternative for gated repos in quark quantization, instead of `require_read_token`. https://github.com/huggingface/transformers/actions/runs/14415368554/job/40431139879
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fix: (llama4) fix no_split_modules to be picked up for fsdpv1 and v2 sharding
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2025-04-12T05:27:22
2025-04-14T08:44:33
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# What does this PR do? Currently, FSDP sharding both v1 and v2 would fail to automatically infer which modules to wrap since, the current configuring of no_split_modules for llama4 makes it inaccessible. We should essentially move the `_no_split_modules` to common base class i.e. `Llama4PreTrainedModel`. Though ...
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Convnext image preprocessor raises an AssertionError when comparing logits
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2025-04-12T02:14:43
2025-06-19T08:03:22
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### System Info Convnext image preprocessor raises an assert when checking the logits computed from image preprocessor against the expected logits [here](https://github.com/huggingface/transformers/blob/953196a43dae6a3c474165fba7d215fcbc7b7730/src/transformers/models/convnext/convert_convnext_to_pytorch.py#L187). Are...
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Fix interpolation of convnext image processor
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# What does this PR do? Image processors do not have the same interpolation method used in the actual models (reference to actual models: timm). This PR fixes: - the interpolation method for ConvNext - updates the conversion script to use timm models instead of downloading checkpoints from url. This was necessary to...
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RuntimeError: Failed to import transformers.models.bert.modeling_bert
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### System Info sentence-transformers==3.4.1 spacy-transformers==1.2.4 transformers==4.51.2 numpy==2.0.2 pandas==2.2.3 polars==0.19.19 Python 3.9.14 ### Who can help? _No response_ ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported task in th...
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Segmentation Fault
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### System Info - `transformers` version: 4.48.3 - Platform: Linux-5.15.0-76-generic-x86_64-with-glibc2.35 - Python version: 3.10.12 - Huggingface_hub version: 0.30.2 - Safetensors version: 0.4.5 - Accelerate version: 1.2.1 - Accelerate config: not found - PyTorch version (GPU?): 2.5.1+cu124 (True) - Tensorflow ver...
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Remove torchvision requirement from AutoImageProcessor
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Update check_modular_conversion
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# What does this PR do? - Adds multiprocessing for processing modular files (with and without fix_and_overwrite flag) - While checking, we always should overwrite files to be sure we did not miss any conversion cc @ydshieh
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Delete hubconf.py
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Remove an old file that's no longer in use
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Add print_stack() in isin_mps_friendly() of pytorch_utils.py(#37423)
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@manueldeprada
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feat: Add gradient testing for Flash Attention 2
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reopen #35780 Add test to ensure gradients computed with Flash Attention 2 match eager implementation within specified tolerances. Key changes: - Add test_flash_attention_2_gradients method to ModelTesterMixin - Compare gradients between eager and FA2 implementations - Use same model weights and seeds for rep...
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Fix the test fetcher
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The list of tests to fetch became an infinitely growing list with the new init approach; this instead converts it to a dict, and completes the list of importable objects of each key in the dict. If the key wasn't here previously, it adds it with the list of objects; otherwise, it checks whether the list is incomplet...
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[Llama 4] `offloaded_hybrid` fails on main w/ `torch._dynamo.exc.BackendCompilerFailed`
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### System Info - `transformers` version: 4.52.0.dev0 - Platform: Linux-6.8.0-1024-aws-x86_64-with-glibc2.39 - Python version: 3.11.11 - Huggingface_hub version: 0.30.2 - Safetensors version: 0.5.3 - Accelerate version: 1.6.0 - Accelerate config: not found - DeepSpeed version: not installed - PyTorch version (GPU?): ...
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Set should_evaluate=eval_on_start on train start
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# What does this PR do? Set `control.should_evaluate=True` when `eval_on_start=True` on train start. ### Motivation Currently if `eval_on_start=True`, `control.should_evaluate` stays false during the first evaluation, which doesn't make sense. <!-- Congratulations! You've made it this far! You're not quite done ye...
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Remove triton mlp kernel, not compiling for some models
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# What does this PR do? Removing the mlp triton kernel because of some failures on the CI, and disabling the use of kernels on the CI
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# What does this PR do? Make sur backward passes are fine
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[Gemma3] compile ✨
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# What does this PR do? Enables compilation on Gemma3 (and re-enables it on Gemma2 / Cohere2). Reverts #36620 Supercedes #37433 (solves the same problem, but this PR is much cleaner) ### Performance Measured on an RTX4090, excluding compile warmup time: - [Example script from gemma 3 4b](https://huggingfac...
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Disable kernels for quantization
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# What does this PR do? Disabling kernels for quantization tests using the flag from this pr https://github.com/huggingface/kernels/pull/70, since the linears are different so we need different kernels in that case
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remove _run_third_party_device_tests
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Hi @SunMarc . I ran the transformers tests for XPU and found that the `_run_third_party_device_tests` blocks me from setting XPU as the device unless I set the parameter. I cannot see any reason to keep this parameter. There is no limitation for CUDA, so I suppose we should not have limitations for other devices like X...
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Fix Aria tests
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Reproduce: `TRANSFORMERS_TEST_DEVICE=cuda RUN_SLOW=1 pytest -rA tests/models/aria/test_modeling_aria.py::AriaForConditionalGenerationIntegrationTest::test_batched_generation` Error log: ``` FAILED tests/models/aria/test_modeling_aria.py::AriaForConditionalGenerationIntegrationTest::test_batched_generation - Runti...
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[bug] deprecated deta load_cuda_kernel, MultiScaleDeformableAttention
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# What does this PR do? * load_cuda_kernel unavailable path https://github.com/huggingface/transformers/blob/main/src/transformers/models/deprecated/deta/modeling_deta.py#L60 * MultiScaleDeformableAttention is not initialized https://github.com/huggingface/transformers/blob/main/src/transformers/models/depreca...
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Implemented update function in cache_utils.py, with a test file test_cache_utils.py
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# What does this PR do? Implemented update function in cache_utils.py, with a test file test_cache_utils.py <!-- 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 ful...
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# What does this PR do? Implemented update function in cache_utils.py, with a test file test_cache_utils.py <!-- 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 ful...
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Update modeling_deta.py
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# What does this PR do? * The deformable detr kernel is deprecated. * The kernel is build good location. However, the load_cuda_kernel look another location. <!-- 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 ...
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Update quantization docs
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Created draft of quantization concept guide @SunMarc
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Fixes: Corrects file path for CUDA kernels
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# What does this PR do? Corrects the file path used to locate the CUDA kernels for the Deformable Attention module. This ensures that the kernels are loaded correctly, resolving potential errors during module initialization and usage. ## Who can review? - vision models: @amyeroberts, @qubvel
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enhance require_deterministic_for_xpu
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While revisiting this PR https://github.com/huggingface/transformers/pull/30774, we are for "still try to set it to deterministic for XPU (in the decorator body) and use it (despite you might get some failures at some points as I mentioned). You might get lucky" option from @ydshieh. XPU is seeking the same level of u...
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facebook/opt-30b Cuda Allocation Error with version >= 4.50.0 code
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2025-04-11T01:21:22
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### System Info Ubuntu 24.04 LTS torch==2.6.0 transformers==4.51.2 AWS EC2 g4dn.metal ### General Description Hey all, Figure these are some growing pains with the latest release. On an aws ec2 g4dn.metal the model loads fine, no issues with version 4.49.0 Something has broke with loading sharded models for vers...
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fix issue that some example with no trainer use accelerator.end_train…
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2025-04-10T19:38:16
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…ing in a wrong way # 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...
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example with no trainer use accelerator.end_training() in a wrong way
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2025-04-10T19:32:11
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### System Info the main branch could reproduce ### Who can help? _No response_ ### Information - [x] The official example scripts - [ ] My own modified scripts ### Tasks - [x] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own task or dataset (give details below) ### R...
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[Gemma3] compile at generation time ✨
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2025-04-10T19:31:11
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# What does this PR do? WIP, needs code cleanup, some history, and a PR description Enables `torch.compile` for Gemma3 (and fixes it for other models using `HybridCache` like Gemma2)
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allow accelerate prepare for torch compiled models
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# What does this PR do? FSDP2 does't work with torch compiled models since it has an optimized wrap around it. ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [ ] Did you read the [contributor guideline](https://github.com/huggingf...
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Trainer skipping to end of epoch
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2025-04-10T19:19:16
2025-04-11T14:30:49
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### System Info Hi there, I’m using transformers==4.49. I’m using the trainer with a webdataset, where I’m setting an approximate length to the webdataset, for compatibility with the trainer. Regardless of what I do, and even if I use max steps rather than ![Image](https://github.com/user-attachments/assets/49b073...
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nit: typing use Llama4TextConfig instead of Llama4Config
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2025-04-10T18:44:22
2025-04-11T16:29:35
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# What does this PR do? nit fix, use text config typing instead. ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#crea...
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fix document masking for chunked attention
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2025-04-10T18:35:40
2025-05-09T06:22:01
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# What does this PR do? The chunked attention was clobbering the document_ids meaning that the info to distinguish documents within the same chunk is gone. The proper way to do this is to simply generate a chunk mask and combine with the existing causal mask. ## Before submitting - [ ] This PR fixes a typo or im...
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ImportError: cannot import name '_flash_supports_window_size' from 'transformers.modeling_flash_attention_utils'
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2025-04-10T16:30:59
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### System Info Hi there, I'm using tridao's flash attention and I'm running into an import error with the transformers library: ``` File "/g/g14/venkatraman2/glm/glm/train/training.py", line 34, in <module> from glm.train.train_wrapper_registry import train_wrapper_registry File "/g/g14/venkatraman2/glm/glm/t...
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Refixing require_read_token
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# What does this PR do?
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Adding to self_comment_ci.yml
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2025-04-10T15:40:46
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# What does this PR do? As stated above
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convert scale and zero to cuda when using HQQ backend
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Add GGUF support to Gemma3 Text backbone
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2025-04-10T14:25:14
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pytorch_utils.py > isin_mps_friendly > RuntimeError: Expected elements.dtype() == test_elements.dtype() to be true, but got false.
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I just followed this tutorial. but got error https://huggingface.co/learn/audio-course/en/chapter2/tts_pipeline ```python from transformers import pipeline pipe = pipeline("text-to-speech", model="suno/bark-small") text = "Ladybugs have had important roles in culture and religion, being associated with luck, love,...
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Fix require_read_token
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# What does this PR do? Add require_read_token to functions instead of classes
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I_kwDOCUB6oc6x7zkj
37,420
Missing SpeechT5ForVoiceConversion class - ImportError after installation
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2025-04-10T10:43:35
2025-04-10T14:02:51
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### Feature request from transformers import SpeechT5Processor, SpeechT5ForVoiceConversion ImportError: cannot import name 'SpeechT5ForVoiceConversion' from 'transformers' ### Motivation pip show transformers Name: transformers Version: 4.51.1 Summary: State-of-the-art Machine Learning for JAX, PyTorch and TensorFl...
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PR_kwDOCUB6oc6SEloB
37,419
update `kernels` to 0.4.3
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2025-04-10T10:02:54
2025-04-10T10:30:02
2025-04-10T10:14:22
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# What does this PR do? This makes sure we can disable the kernels if needed!
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use `rms_norm_eps` for the L2Norm for Llama4
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2025-04-10T09:53:15
2025-04-10T11:33:52
2025-04-10T11:33:51
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# What does this PR do? It seems like this changes throughout the port, updating and will test!
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