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1. microsoft/LLM2CLIP microsoft/LLM2CLIP Public

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

   Python 671 31

2. microsoft/A-CLIP microsoft/A-CLIP Public

   Official Implementation of Attentive Mask CLIP (ICCV2023, https://arxiv.org/abs/2212.08653)

   Python 36 5

3. microsoft/RAS microsoft/RAS Public

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

   Python 152 8

4. microsoft/World-R1 microsoft/World-R1 Public

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

   Python 386 15

5. microsoft/SkillOpt microsoft/SkillOpt Public

   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 7.8k 747

6. microsoft/LatentSpatialMemory microsoft/LatentSpatialMemory Public

   Latent Spatial Memory for Video World Models

   218 6