Diffusers 0.38.0: New image and audio pipelines, Core library improvements, and more
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.
Also shipped May 1, 2026Hugging Face in May 2026 →
Projects is now generally available Projects is out of private preview and available to all organizations
Projects is now generally available Projects is out of private preview and available to all organizations. Use Projects to group API keys, set per-project rate limits, segment usage analytics, and manage member access across isolated workspaces. Every organization starts with a Default Project, so existing setups are unchanged.
New Audio APIs for Speech and Transcription
OpenRouter launched two new endpoints for audio transcription and speech synthesis. These APIs provide access to multiple providers under a single interface.
Postgres 18 GA, organization spending limits API, US East NAT gateway and PrivateLink updates, plv8 deprecated, k6 load testing release - May 01, 2026
Postgres 18 is generally available. Postgres 18 is now generally available on Neon. The preview limitations have been lifted, and Postgres 18 is fully supported...
What's new in Sigma
Admin Connection-level OAuth for Snowflake and Databricks (GA) Set up a specific OAuth configuration to authenticate to a Snowflake or Databricks connection without reusing the OAuth configuration used to authenticate to your Sigma organization.
- Streamlined Dives sidebar: The Dives list in the Object Explorer is now capped at your 10 most recent...
- Streamlined Dives sidebar: The Dives list in the Object Explorer is now capped at your 10 most recent Dives, with a new View all Dives link that opens the full searchable Dives table.
Cog 0.19.2
Changelog 427d486 Bump version to 0.19.2 ( #2984 ) d9c2b14 fix: cap fuzz test input size to prevent timeout ( #2981 ) 4269575 fix: support typing_extensions TypedDict at runtime ( #2983 )
More from DiffusersEvery Diffusers release →
Diffusers 0.37.0: Modular Diffusers, New image and video pipelines, multiple core library improvements, and more 🔥
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!
Diffusers 0.39.0: New image and video pipelines, core library improvements, and more
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.
Diffusers 0.40.0: New pipelines, tensor-parallel support, improved CLI, and more
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.
Diffusers 0.36.0: Pipelines galore, new caching method, training scripts, and more 🎄
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 🚀 New image pipelines Flux2 : Flux2 is the latest generation of image generation and editing model from...
Diffusers 0.41.0: QwenImage 2.1 pipeline and more
> [!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, we’re adopting the Transformers release philosophy: coordinating minor releases around new model integrations, while including the other changes merged since the previous release.
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.