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1. Torch-Pruning Torch-Pruning Public

   [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.

   Python 3.2k 369

2. Thinkless Thinkless Public

   [NeurIPS 2025] Thinkless: LLM Learns When to Think

   Python 246 18

3. NVlabs/MaskLLM NVlabs/MaskLLM Public

   [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models

   Python 182 12

4. horseee/DeepCache horseee/DeepCache Public

   [CVPR 2024] DeepCache: Accelerating Diffusion Models for Free

   Python 950 48

5. pytorch-msssim pytorch-msssim Public

   Fast and differentiable MS-SSIM and SSIM for pytorch.

   Python 1.2k 127

6. horseee/LLM-Pruner horseee/LLM-Pruner Public

   [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichuan, TinyLlama, etc.

   Python 1.1k 131