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1. microsoft/LLM2CLIPmicrosoft/LLM2CLIPPublic

   LLM2CLIP significantly improves already state-of-the-art CLIP models.

   Python 687 33

2. microsoft/RASmicrosoft/RASPublic

   An open-source implementation of Regional Adaptive Sampling (RAS), a novel diffusion model sampling strategy that introduces regional variability in sampling steps

   Python 155 10

3. microsoft/World-R1microsoft/World-R1Public

   [ICML 2026] World-R1: Reinforcing 3D Constraints for Text-to-Video Generation

   Python 423 17

4. microsoft/SkillOptmicrosoft/SkillOptPublic

   SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

   Python 16.4k 1.5k

5. microsoft/LatentSpatialMemorymicrosoft/LatentSpatialMemoryPublic

   Latent Spatial Memory for Video World Models

   Python 316 10

6. microsoft/Resource2Skillmicrosoft/Resource2SkillPublic

   A general framework for distilling human-created multimodal resources into reusable, executable skills that AI agents can browse, compose, and run, validated across diverse domains including web, P…

   Python 503 60