Diffusers 0.42.0: FLUX.3, Fibo 2.0, Kandinsky 6, and more
Diffusers 0.42.0 introduces support for FLUX.3 Image Klein, Bria Fibo 2.0, and Kandinsky 6, along with new modular pipeline capabilities.
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Diffusers 0.42.0 introduces support for FLUX.3 Image Klein, Bria Fibo 2.0, and Kandinsky 6, along with new modular pipeline capabilities.
> [!TIP] > This release brings Qwen-Image 2.1 to Diffusers, with text-to-image generation, image editing, native transparency, and LoRA training. > > Starting with this release, weβre adopting the Transformers release philosophy: coordinating minor releases around new model integrations, while including the other changes merged since the previous release.
Tip This release features several new pipelines, including LTX2.5, MiniMax H3, and Wan Animate 2. We're also graduating Modular Diffusers out of the experimental phase and announcing its stable support. Additionally, this release includes minimal support for tensor-parallel. There's a lot more that went down in this release.
New Pipelines Cosmos 3 Cosmos 3 is NVIDIA's unified world foundation model (WFM) for Physical AI , a single omni-model built on a Mixture-of-Transformers (MoT) architecture that combines world generation, physical reasoning, and action generation, replacing the separate Predict, Reason, and Transfer models from earlier Cosmos releases.
New Pipelines LLaDA2 LLaDA2 is a family of discrete diffusion language models that generate text through block-wise iterative refinement. Instead of autoregressive token-by-token generation, LLaDA2 starts with a fully masked sequence and progressively unmasks tokens by confidence over multiple refinement steps.
Modular Diffusers Modular Diffusers introduces a new way to build diffusion pipelines by composing reusable blocks. Instead of writing entire pipelines from scratch, you can now mix and match building blocks to create custom workflows tailored to your specific needs!
The release features a number of new image and video pipelines, a new caching method, a new training script, new kernels - powered attention backends, and more. It is quite packed with a lot of new stuff, so make sure you read the release notes fully π New image pipelines Flux2 : Flux2 is the latest generation of image generation and editing model from...
The library for diffusion models.
Other Hugging Face products: Hugging Face Hub, Transformers
| Release-notes page | Site | Feed |
|---|---|---|
| Datasets releases github.com | github.com | RSS |
| Diffusers releases github.com | github.com | RSS |
| Hub changelog huggingface.co | huggingface.co | None |
| huggingface_hub releases github.com | github.com | RSS |
| PEFT releases github.com | github.com | RSS |
| smolagents releases github.com | github.com | RSS |
| TGI releases github.com | github.com | RSS |
| TRL releases github.com | github.com | RSS |