diffusers
https://github.com/huggingface/diffusers
Python
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
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- Issues
- Fix attention backend leaking across models
- cuDNN attention backward corrupts gradients: K/V transposed twice, Q once
- Migrate qwenimage pipeline docstrings from torch_dtype to dtype
- Fix LTX-2 context parallel plan and Ulysses attn mask head sharding
- Cap AutoOffloadStrategy's exhaustive offload search for large candidate counts
- LTX-2 `_cp_plan` appears copied from LTX-1 and fails under `enable_parallelism()` (crash + one silent-correctness hazard)
- Fix uintx safe-globals import for torchao 0.17.0
- [LTX-2 VAE] LTX2VideoUpBlock3d.conv_in is wired to the wrong widths
- [modular] improve auto offload
- [tests] modular autodocstring test suite
- Docs
- Python not yet supported