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1. NVlabs/Long-RL NVlabs/Long-RL Public

   Long-RL: Scaling RL to Long Sequences (NeurIPS 2025)

   Python 700 27

2. NVlabs/QeRL NVlabs/QeRL Public

   [ICLR 2026]QeRL enables RL for 32B LLMs on a single H100 GPU.

   Python 492 50

3. BiLLM BiLLM Public

   [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

   Python 228 17

4. Mixture-Compressor-MoE Mixture-Compressor-MoE Public

   [ICLR 2025, IEEE TPAMI 2026] Mixture Compressor & MC#

   Python 69 5

5. SliM-LLM SliM-LLM Public

   [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models

   Python 53 4

6. hshjerry/VideoEspresso hshjerry/VideoEspresso Public

   [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection

   Python 138 5