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1. XiaoYee/Awesome_Efficient_LRM_Reasoning XiaoYee/Awesome_Efficient_LRM_Reasoning Public

   😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond

   343 12

2. Revisual-R1 Revisual-R1 Public

   🚀ReVisual-R1 is a 7B open-source multimodal language model that follows a three-stage curriculum—cold-start pre-training, multimodal reinforcement learning, and text-only reinforcement learning—to …

   Python 196 3

3. hiyouga/EasyR1 hiyouga/EasyR1 Public

   EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL

   Python 4.6k 351

4. shawn0728/ARES shawn0728/ARES Public

   [ICLR 2026]🌴 ARES is an open-source framework for adaptive multimodal reasoning, featuring a two-stage pipeline—Adaptive Cold-Start and Entropy-Shaped Policy Optimization—to balance reasoning depth…

   Python 15 1

5. verl-project/verl verl-project/verl Public

   verl: Volcano Engine Reinforcement Learning for LLMs

   Python 19k 3.2k

6. VidSketch VidSketch Public

   We propose VidSketch, the first method capable of generating high-quality video animations directly from any number of hand-drawn sketches and simple text prompts, bridging the divide between ordin…

   Python 22 2