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
- [modular] auto docstring better format
- Scheduler `step()` methods silently ignore documented sampling parameters (`s_churn`, `s_noise`, `eta`, `generator`, `variance_noise`)
- Allow Flux2 to use MagCache
- [Download] Resolve the revision once at the beginning of from_pretrained
- cuDNN attention CP path consumes a bool attn_mask as an additive 0/1 bias
- [Modular] support group offloading in auto offloading
- [Bug] low_cpu_mem_usage=True is not thread-safe and can leak the global nn.Module.register_parameter patch
- Fix double transpose of K/V in templated attention backward
- Two ONNX Docker images are missing from build_docker_images.yml, so their :latest tags have been frozen since June 2025
- [modular] Migrate ComponentsManager offload hooks to ModelHook / HookRegistry
- Docs
- Python not yet supported