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1. distillm distillm Public

   Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)

   Python 225 27

2. raymin0223/fast_robust_early_exit raymin0223/fast_robust_early_exit Public

   Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)

   Python 61 8

3. microsoft/only_train_once microsoft/only_train_once Public

   OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM

   Python 46 6

4. distillm-2 distillm-2 Public

   Official PyTorch implementation of DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs (ICML 2025 Oral)

   Python 33 6

5. NASH-Pruning-Official NASH-Pruning-Official Public

   Code Implementation for "NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models" (EMNLP 2023)

   Python 16 2

6. flex-judge flex-judge Public

   Official Code implementation of "Flex-Judge: Think Once, Judge Anywhere"

   Python 9 1