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

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

   Python 711 27

2. NVlabs/QeRL NVlabs/QeRL Public

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

   Python 500 51

3. BiLLM BiLLM Public

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

   Python 229 19

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

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

   Python 72 6

5. SliM-LLM SliM-LLM Public

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

   Python 59 5

6. WeianMao/triattention WeianMao/triattention Public

   TriAttention — Efficient long reasoning with trigonometric KV cache compression. Enables OpenClaw local deployment on memory-constrained GPUs.

   Python 624 51