transformers
https://github.com/huggingface/transformers
Python
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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- Issues
- [BUG] Wav2Vec2 wav2vec2-lv-60-espeak-cv-ft: save_pretrained and tokenization fail
- [Gemma 4] Support per-layer FlashAttention: FA2 for sliding layers, SDPA for global layers
- Add PolarQuant quantization: Hadamard-rotated Lloyd-Max optimal weights + KV cache
- Gemma4: PLE (Per-Layer Embeddings) implementation is underdocumented and config is misleading
- Fix: ObjectDetectionPipeline batch inference only returns first image results
- fix(gemma3, gemma4): default token_type_ids to zeros for text-only training
- Gemma4 31B-IT Multi-GPU inference CUDA OOM
- feat: make timesfm2_5 onnx export compatible
- GPT-OSS-20B not work in AMD GPUs
- user friendly error when loading audio from video
- Docs
- Python not yet supported