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
- [distributed] fix corrupted gradient problem under ring CP.
- [modular] fix the trigger input default logic
- [Cache] Add First Block Cache (FBCache) support for Flux 2 (Flux2Transformer2DModel)
- Skill versioning & update strategy for `diffusers-cli skills`
- [Kandinsky 5] Fix I2V conditioning: don't inject the image latent into visual_cond channels
- Ring attention backward uses stale iteration-0 KV from ctx.saved_tensors — silent gradient corruption when training with context parallelism
- fix(ltx2): use actual video sequence length for dynamic timestep shift
- Mage-Flow
- Fix LoRA offload detection for alignment hooks (#10914)
- [tests] migrate lora tests for pipelines to use new mixins
- Docs
- Python not yet supported