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- `transformers` version: 4.57.1
- Platform: Linux-6.14.0-29-generic-x86_64-with-glibc2.39
- Python version: 3.11.10
- Huggingface_hub version: 0.34.4
- Safetensors version: 0.6.2
- Accelerate version: 1.10.1
- Accelerate config: not found
- DeepSpeed version: not installed
- PyTorch version (accele... | null | {
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"merged_at... | Reverts huggingface/transformers#41677
Unfortunately, when installed as `pip install -e .[dev]`, this unpin causes the installation fail
See [here](https://github.com/huggingface/transformers/actions/runs/18638585996/job/53133400345)
Let's revert this as at this moment there is also torch/trochcodec issue whic... | {
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"merged_at... | Hey team,
As per the https://github.com/huggingface/transformers/pull/41676 discussion, removing links to AMD Dev Cloud for unsupported notebooks.
cc @fan-amd | {
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As per title, the typo was reported by the authors, as they are planning another release soon. The configs one the hub were saved with an "underscore" | {
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Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution.
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] | open | false | null | [] | null | [] | 2025-10-20T02:11:56 | 2025-10-22T08:05:47 | null | NONE | null | null | null | null | ### Feature request
Add moderation to text generation models, similar to the approaches used in production LLMs (e.g. ChatGPT, Gemini, Claude) so that open-source models can have built-in content filtering.
This could provide
- Abstract base class for implementing safety checkers/classifiers
- Integration hooks durin... | null | {
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Ubuntu
### 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
```python
# ... | {
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The notebooks added by this PR loads but you get errors when you run them. https://github.com/huggingface/transformers/pull/41676/
### Who can help?
_No response_
### Information
- [ ] The official example scripts
- [ ] My own modified scripts
### Tasks
- [ ] An officially supported task in the `... | {
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"merged_at... | Added custom markers for pipeline and torch export tests, and set environment variable to disable safetensors conversion.
# What does this PR do?
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### Changes
- Replaced `torch.get_current_dtype()` with `torch.get_default_dtype()` in both modular and modeling files
- This change fixes FLA (Flash Linear Attention) compatibility when using different dtypes like float32/float16
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"merged_at... | Issue #41720: CUDA asserts during multi-GPU generation with Qwen3 models due to NaN/Inf in hidden states.
Changes:
- Enhanced InfNanRemoveLogitsProcessor to handle hidden state stabilization
- Added automatic remove_invalid_values=True for sharded models
- Removed direct nan handling from Qwen3 model for cleaner ... | null | {
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- Python version: 3.10.12
- Huggingface_hub version: 0.35.3
- Safetensors version: 0.6.2
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This PR adds a **fast image processor for the GLPN model**, implemented as `GLPNImageProcessorFast`.
Fixes # (issue)
## Before submitting
- Implements `GLPNImageProcessorFast` using `BaseImageProcessorFast`.
- Adds tests and documentation updates.
### π§ͺ Testing
- All tests pass... | null | {
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"merged_at... | # What does this PR do?
Fixes #40168
As mentioned in the issue, it's confusing that the warning `"The decoder_input_ids are now created based on the labels, no need to pass them yourself anymore"` is shown even when the user doesn't pass `decoder_input_ids`. Fixed to show this warning only if `decoder_input_ids` ... | null | {
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This PR adds Just-In-Time (JIT) asynchronous checkpointing to the Trainer API, enabling graceful handling of training interruptions in preemptible workloads. When enabled via `enable_jit_checkpoint=True`, the trainer
automatically saves progress upon receiving a SIGTERM signal, preventing ... | null | {
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"merged_at... | # What does this PR do?
This PR adds Tamil README.md documentation to make development with Hugging Face Transformers easier for Tamil developers.
## 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 guideli... | null | {
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Fixes #41709
This PR fixes how Qwen3-VL Processor handles multiple images per sample.
Previously, all images were flattened across the batch, causing shape mismatches in model forward passes.
**Changes:**
- Updated Qwen3VLProcessor to preserve per-sample image grouping.
- Added test to verify batch dimension... | null | {
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- `transformers` version: 4.57.1
- Platform: Linux-4.19.90-2107.6.0.0192.8.oe1.bclinux.x86_64-x86_64-with-glibc2.35
- Python version: 3.12.12
- Huggingface_hub version: 0.35.3
- Safetensors version: 0.6.2
- Accelerate version: 1.10.1
- Accelerate config: not found
- DeepSpeed version: not installed
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"merged_at... | ## Summary
This PR improves the custom files presence check script by adding better error reporting, type hints, configurability, and verbose output for easier debugging and maintenance.
## Changes Made
- **Error Reporting**: Now prints specific missing files instead of a generic error, aiding quick fixes.
- **Ty... | {
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"merged_at... | Summary: Fix confusing TypeError from SentencePiece when loading Voxtral tokenizer without mistral-common by raising a clear ImportError instead. Fixes #41553.
Rationale: Without mistral-common, loading via AutoTokenizer ends in a low-level TypeError inside sentencepiece. Users should see a direct, actionable message.... | null | {
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"merged_at... | ## π― **CRITICAL Performance Optimization**
This PR optimizes the speech recognition algorithm from **O(nΒ²)** to **O(n)** complexity, providing **14-21x performance improvements** for all speech recognition pipelines.
### π **Problem**
The function in speech recognition pipelines used an inefficient O(nΒ²) nested lo... | {
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"merged_at... | ## π― **CRITICAL Performance Optimization**
This PR optimizes the speech recognition algorithm from **O(nΒ²)** to **O(n)** complexity, providing **14-21x performance improvements** for all speech recognition pipelines.
### π **Problem**
The function in speech recognition pipelines used an inefficient O(nΒ²) nested lo... | {
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"merged_at... | ## What does this PR do?
This PR modernizes type hints in `image_transforms.py` to use Python 3.10+ `|` syntax instead of `Union` types where appropriate.
## Changes Made
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- Replace `Optional[Union[str, ChannelDimension]]` with `str | ChannelDimen... | {
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This PR modernizes type hints in `modeling_rope_utils.py` to use Python 3.10+ `|` syntax instead of `Union` types where appropriate.
## Changes Made
- Replace `Union[float, dict[str, float]]` with `float | dict[str, float]`
- Remove unused `Union` import
- Maintain backward compatibility
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This PR modernizes type hints in `tokenization_utils.py` to use Python 3.10+ `|` syntax instead of `Union` types where appropriate.
## Changes Made
- Replace `Union[AddedToken, str]` with `AddedToken | str`
- Replace `Union[list[str], list[AddedToken]]` with `list[str] | list[AddedToken]`
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This PR modernizes type hints in `configuration_utils.py` to use Python 3.10+ `|` syntax instead of `Union` types where appropriate.
## Changes Made
- Replace `Union[str, os.PathLike]` with `str | os.PathLike`
- Replace `Optional[Union[str, dict]]` with `str | dict | None`
- Replace `Optio... | {
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"merged_at... | # What does this PR do?
Translated the `main_classes/backbones.md` file of the documentation to Korean.
Thank you in advance for your review.
Part of https://github.com/huggingface/transformers/issues/20179
## Before reviewing
- [x] Check for missing / redundant translations (λ²μ λλ½/μ€λ³΅ κ²μ¬)
- [x] Grammar Chec... | null | {
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- `transformers` version: 5.0.0.dev0
- Platform: Linux-6.8.0-85-generic-x86_64-with-glibc2.35
- Python version: 3.10.17
- Huggingface_hub version: 1.0.0.rc6
- Safetensors version: 0.5.3
- Accelerate version: 1.10.1
- Accelerate config: not found
- DeepSpeed version: 0.18.0
- PyTorch version (accele... | {
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Transformers: 4.57.1
PyTorch: 2.9
Hardware: non-cuda accelerator
OS: Linux
Python: 3.11
### Who can help?
Observed Error:
RuntimeError: Attempted to call `variable.set_data(tensor)`, but `variable` and `tensor` have incompatible tensor type.
Root Cause:
During model loading, [transformers attempts... | null | {
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"merged_at... | # What does this PR do?
This PR implements the LightGlue fast image processor.
Since the LightGlue image processor is closely tied to the SuperGlue image processor logic, I based my implementation on the existing `SuperGlueImageProcessorFast` class.
However, there is some redundancy between the two implementations, ... | {
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While running pip install -e ".[dev]" to install Transformers in editable mode on macOS, the installation fails when building NumPy from source.
The process produces hundreds of warnings from numpy/core/src/umath/simd.inc.src about using abs() instead of labs() for npy_intp (type long), and then termi... | {
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Update docs for `run_name` in TrainingArguments to reflect the changes in #39695.
## Before submitting
- [x] 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/huggingface/tran... | {
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"merged_at... | # What does this PR do?
Maintenance on the Gemma 3 weights conversion script.
## 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/CONTRIB... | {
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As previous PR, we have issues with torch torchcodec 2.9 | {
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Therefore, when the master weights are in FP32 but the forward pass runs in BF16, `hidden_states` will be upcast to FP32, causing dtype mismatches with other activations.
CC @yonigozlan @molbap @zucchini-nlp | null | {
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* remove deprecated `transformers.onnx` for v5
* remove all `XxxOnnxConfig` from concerned models config files
Also following https://github.com/huggingface/transformers/pull/41214 | {
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"merged_at... | ### what this PR does and summary
This PR improves the `scripts/check_tokenizers.py` script by:
1. **Safe dataset access**:
- Handles `dataset[i]["premise"]` and `dataset[i]["hypothesis"]` safely for the English XNLI dataset.
- Avoids errors with dictionary-like data for multi-language datasets.
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"merged_at... | Prefix tuning is a bit more of a special case where we have different q and kv lengths despite having the encoder attention. We now rely on the mask for kv length now (if provided). The assumption was holding before because causal masks always have q == kv length. Fixes https://github.com/huggingface/transformers/pull/... | null | {
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Disentangles config and generation config. Now the model's config will throw an error if generation params are found. To keep BC, we'll still be loading models from the hub where generation params are in config, but we'll manually drop these params from being set as an attribute. | null | {
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"merged_at... | # What does this PR do?
Parakeet encoder modified the sequence length, making that the input attention_mask cannot be directly used to know which embeddings positions correspond to padding.
Here we do it differently than the actual external approach like we have on mimi that consists to retreive the correct mask... | {
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"merged_at... | # What does this PR do?
This PR aims at refactoring ViT as part of an effort to standardize vision models in the library, similarly to https://github.com/huggingface/transformers/pull/41549 | null | {
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- 1. Nice for power users
- 2. Apparently some models do need to switch like CLIP (depending on their input, see https://github.com/huggingface/transformers/pull/41673#discussion_r2438734215)
This allows us to rely on the set module's attribute per default but overwrite with kwarg if given. cc @... | {
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"merged_at... | # What does this PR do?
Tensorflow tests that were still present! And a function not used anymore after https://github.com/huggingface/transformers/pull/41683 and https://github.com/huggingface/transformers/pull/41688
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https://api.github.com/repos/huggingface/transformers/issues/41690 | https://api.github.com/repos/huggingface/transformers | https://api.github.com/repos/huggingface/transformers/issues/41690/labels{/name} | https://api.github.com/repos/huggingface/transformers/issues/41690/comments | https://api.github.com/repos/huggingface/transformers/issues/41690/events | https://github.com/huggingface/transformers/pull/41690 | 3,526,322,888 | PR_kwDOCUB6oc6uUgHh | 41,690 | further improve `utils/check_bad_commit.py` (#41658) | {
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https://api.github.com/repos/huggingface/transformers/issues/41689 | https://api.github.com/repos/huggingface/transformers | https://api.github.com/repos/huggingface/transformers/issues/41689/labels{/name} | https://api.github.com/repos/huggingface/transformers/issues/41689/comments | https://api.github.com/repos/huggingface/transformers/issues/41689/events | https://github.com/huggingface/transformers/pull/41689 | 3,525,697,397 | PR_kwDOCUB6oc6uSVKk | 41,689 | [kernels] Add user_agent to track kernels metrics | {
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Refactors the call to `get_kernel` by adding a wrapper, to allow passing `user_agent` metrics in the future `kernels` release | null | {
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https://api.github.com/repos/huggingface/transformers/issues/41688 | https://api.github.com/repos/huggingface/transformers | https://api.github.com/repos/huggingface/transformers/issues/41688/labels{/name} | https://api.github.com/repos/huggingface/transformers/issues/41688/comments | https://api.github.com/repos/huggingface/transformers/issues/41688/events | https://github.com/huggingface/transformers/pull/41688 | 3,525,603,747 | PR_kwDOCUB6oc6uSCv4 | 41,688 | π¨ Remove torchscript support | {
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"merged_at... | # What does this PR do?
As per the title. The API is old and very badly supported. It's also superseded by dynamo
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https://api.github.com/repos/huggingface/transformers/issues/41687 | https://api.github.com/repos/huggingface/transformers | https://api.github.com/repos/huggingface/transformers/issues/41687/labels{/name} | https://api.github.com/repos/huggingface/transformers/issues/41687/comments | https://api.github.com/repos/huggingface/transformers/issues/41687/events | https://github.com/huggingface/transformers/pull/41687 | 3,525,358,739 | PR_kwDOCUB6oc6uRU1r | 41,687 | fix(data): Handle integer labels in DataCollatorWithFlattening | {
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"merged_at... | # What does this PR do?
This PR fixes a `TypeError` in `DataCollatorWithFlattening` that occurs when processing datasets with integer labels, which is a common format for sequence classification tasks.
The collator was written with the assumption that the `labels` field would always be a sequence, and it attempte... | {
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https://api.github.com/repos/huggingface/transformers/issues/41686 | https://api.github.com/repos/huggingface/transformers | https://api.github.com/repos/huggingface/transformers/issues/41686/labels{/name} | https://api.github.com/repos/huggingface/transformers/issues/41686/comments | https://api.github.com/repos/huggingface/transformers/issues/41686/events | https://github.com/huggingface/transformers/pull/41686 | 3,525,291,294 | PR_kwDOCUB6oc6uRGN0 | 41,686 | torch 2.9 still don't β€οΈ torchcodec 0.8 π | {
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"merged_at... | # What does this PR do?
torchcodec 0.8 is out. With torch 2.8, work crash issues. with torch 2.9, some torchcodec issues.
Let's pin further torchcodec<0.8 for now | {
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We simply add a version attribute to the function kernel mapping to avoid breaking changes for kernels in the future | {
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torchcodec 0.8 is out. With torch 2.8, work crash issues. with torch 2.9, some torchcodec issues.
Let's pin further torchcodec<0.8 for now | {
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As per the title. The API is old and very badly supported. It's also superseded by dynamo | {
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"merged_at... | Reverts huggingface/transformers#41610
We need this PR otherwise the new torchcodec 0.8 will break the pinned torch 2.8 | {
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Deletes deprecation for the v5 release. cc @yonigozlan and @eustlb to verify that we can really delete them, since it is mostly deprecated stuff from processors
For core maintainers:
1. The max-size and pad-pixels args can't be deleted due to many models on the hub still using it. Instead... | null | {
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Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution.
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The current faiss-cpu supports Windows. Therefore the PR enables that test case. | {
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Let's skip pandas 2.3.0 and allow users to install newer versions.
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This PR provides more fixes to the markdown files.
## Before submitting
- [X] 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/huggingface/transformers/blob/main/CONTRIBUTING... | {
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This PR replaces `Optional` and `Union` typing with `|` in some src files.
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Benchmark results will be pushed to a dataset, for now located [here](https://huggingface.co/datasets/hf-benchmarks/transformers).
I chose JSONL for simplicity of pa... | {
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"merged_at... | Hitting this kind of error when running:
```
cython src/transformers/models/deprecated/graphormer/algos_graphormer.pyx
```
```
Error compiling Cython file:
------------------------------------------------------------
...
(nrows, ncols) = path.shape
assert nrows == ncols
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As the title says | {
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any
### 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
The import * is... | null | {
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- `transformers` version: 4.57.0
- Platform: Linux-6.14.0-33-generic-x86_64-with-glibc2.39
- Python version: 3.12.3
- Huggingface_hub version: 1.0.0.rc4
### Who can help?
@ArthurZucker @Cyrilvallez
### Information
- [ ] The official example scripts
- [ ] My own modified scripts
### Tasks
- [ ] An... | {
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"merged_at... | Follow-up to #41636
When reviewing that PR I noticed the padding logic was cluttered and much more complex than it needed to be. We can eliminate a lot of code by just constructing shapes as lists and trusting in implicit slice dimensions | {
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https://api.github.com/repos/huggingface/transformers/issues/41666 | https://api.github.com/repos/huggingface/transformers | https://api.github.com/repos/huggingface/transformers/issues/41666/labels{/name} | https://api.github.com/repos/huggingface/transformers/issues/41666/comments | https://api.github.com/repos/huggingface/transformers/issues/41666/events | https://github.com/huggingface/transformers/pull/41666 | 3,522,356,692 | PR_kwDOCUB6oc6uHJFS | 41,666 | Remove deprecated `use_auth_token` parameter | {
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"merged_at... | `use_auth_token` parameter has been deprecated for a very long time (2 years?) and will be completely removed from `huggingface_hub` in v1.0.
I think `transformers` v5 is a perfect timing to also remove it from this library. In practice there has been a deprecation cycle for a long time (with both `token` and `use_a... | {
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We should always trust the dtype of the params in the meta model, except when the parameter is going to be quantized!
Got broken in https://github.com/huggingface/transformers/pull/41548, where we stopped looking at the `keep_in_fp_32_regex`, to instead trust the model dtypes directly! | {
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https://api.github.com/repos/huggingface/transformers/issues/41664 | https://api.github.com/repos/huggingface/transformers | https://api.github.com/repos/huggingface/transformers/issues/41664/labels{/name} | https://api.github.com/repos/huggingface/transformers/issues/41664/comments | https://api.github.com/repos/huggingface/transformers/issues/41664/events | https://github.com/huggingface/transformers/pull/41664 | 3,522,262,009 | PR_kwDOCUB6oc6uG0S- | 41,664 | [kernels] Final kernel removal π₯³ | {
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Removes the `mamba-ssm` kernel for `falcon-mamba` models and uses the kernel from the hub : https://huggingface.co/kernels-community/mamba-ssm | null | {
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https://api.github.com/repos/huggingface/transformers/issues/41663 | https://api.github.com/repos/huggingface/transformers | https://api.github.com/repos/huggingface/transformers/issues/41663/labels{/name} | https://api.github.com/repos/huggingface/transformers/issues/41663/comments | https://api.github.com/repos/huggingface/transformers/issues/41663/events | https://github.com/huggingface/transformers/pull/41663 | 3,522,166,863 | PR_kwDOCUB6oc6uGfls | 41,663 | [Fix] dots1 expert bias routing | {
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"merged_at... | # What does this PR do?
This is a follow up to https://github.com/huggingface/transformers/pull/41647. I went over the model code again and noticed that the dots1 routing apparently also broke in https://github.com/huggingface/transformers/pull/40132. dots1 seems to be very close in architecture to Deepseek V3 but n... | null | {
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https://api.github.com/repos/huggingface/transformers/issues/41662 | https://api.github.com/repos/huggingface/transformers | https://api.github.com/repos/huggingface/transformers/issues/41662/labels{/name} | https://api.github.com/repos/huggingface/transformers/issues/41662/comments | https://api.github.com/repos/huggingface/transformers/issues/41662/events | https://github.com/huggingface/transformers/pull/41662 | 3,522,116,244 | PR_kwDOCUB6oc6uGUmo | 41,662 | Small changes to benchmarking script | {
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"merged_at... | This PR:
- adds throughput to the final pretty print at the end of the benchmark runs
- adds the information of the output shape to the decoded text of the output (usefull to double check if throughput is right)
- changes the behavior of the `run_benchmarks.py` script so that it will only run 3 configs unless instru... | {
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Fixes https://github.com/huggingface/transformers/issues/41651. In very niche cases, a package may have several distributions, leading to potential issues in our current check (if the wrong one is first). This PR fixes it by checking if a distribution of the same name exists | {
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https://api.github.com/repos/huggingface/transformers/issues/41660 | https://api.github.com/repos/huggingface/transformers | https://api.github.com/repos/huggingface/transformers/issues/41660/labels{/name} | https://api.github.com/repos/huggingface/transformers/issues/41660/comments | https://api.github.com/repos/huggingface/transformers/issues/41660/events | https://github.com/huggingface/transformers/pull/41660 | 3,522,016,167 | PR_kwDOCUB6oc6uF_Cd | 41,660 | Add optional logits slicing support to GPT2LMHeadModel | {
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It allows users to slice logits output for memory-efficient inference or analysis.
Example:
```python
outputs = model(**inputs, logits_to_keep=2)
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Fixes https://github.com/huggingface/transformers/issues/41640 and updates the ckpt to the correct one | {
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This script (used to find which commits fail certain failing tests on our CI) fails recently, due to the fact that the warning `sys:1: DeprecationWarning: builtin type swigvarlink has no __module__ attribute` was written to `stderr` and we use `stderr` to check if there is error.
This is n... | {
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# What does this PR do?
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Not sure what the intended fix is (force f32 or not) but currently the first is ignored | {
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- OS: Ubuntu 24.04
- python version 3.11.9
- transformers version 4.56.2
### Who can help?
@ArthurZucker
### 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... | null | {
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- `transformers` version: 4.57.0.dev0
- Platform: Linux-6.11.0-29-generic-x86_64-with-glibc2.35
- Python version: 3.11.13
- Huggingface_hub version: 1.0.0.rc5
- Safetensors version: 0.6.2
- Accelerate version: not installed
- Accelerate config: not found
- DeepSpeed version: not installed
- PyTorch ver... | {
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cc @zucchini-nlp you added it in https://github.com/huggingface/transformers/pull/41474. Please be very careful about adding commits after we approve a PR, and always review the diffs of the PR before merging to avoid such issues! | {
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Fix the test - variable is referenced before assignment | {
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By chance we noticed that https://github.com/huggingface/transformers/pull/40132 seems to have introduced a bug in the Deepseek V3 routing implementation: The Deepseek-V3 technical report explicitly states
> Note that the bias term is only used for routing. The gating value, which will be mu... | {
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This PR replace `Optional` and `Union` typing with new `|` notation in files except the src ones. | {
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https://api.github.com/repos/huggingface/transformers/issues/41645 | https://api.github.com/repos/huggingface/transformers | https://api.github.com/repos/huggingface/transformers/issues/41645/labels{/name} | https://api.github.com/repos/huggingface/transformers/issues/41645/comments | https://api.github.com/repos/huggingface/transformers/issues/41645/events | https://github.com/huggingface/transformers/pull/41645 | 3,520,686,011 | PR_kwDOCUB6oc6uBgNn | 41,645 | Fix bark after #41445 | {
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Some Bark model classes are not `GenerationMixin` and have their own `generation` method.
#41445 makes change to `GenerationMixin` and those changes are not applied to those Bark model classes, then causes the bark tests to fail. One example is
> tests/models/bark/test_modeling_bark.py:... | {
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This PR fixes some Pylint warnings. | {
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