Data and AI releases

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Diffusers 0.38.0: New image and audio pipelines, Core library improvements, and more

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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.

Data integrationDeveloper tools

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Also shipped May 1, 2026Hugging Face in May 2026 →

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.

GA
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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 )

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More from DiffusersEvery Diffusers release →

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.

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