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1. princeton-nlp/SimPO princeton-nlp/SimPO Public

   [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

   Python 756 50

2. princeton-nlp/LESS princeton-nlp/LESS Public

   [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

   Jupyter Notebook 386 37

3. princeton-nlp/LLM-Shearing princeton-nlp/LLM-Shearing Public

   [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

   Python 565 48

4. training_trajectory_analysis training_trajectory_analysis Public

   [ACL 2023]: Training Trajectories of Language Models Across Scales https://arxiv.org/pdf/2212.09803.pdf

   Jupyter Notebook 22 1

5. princeton-nlp/CoFiPruning princeton-nlp/CoFiPruning Public

   [ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408

   Python 192 31

6. NLPerf NLPerf Public

   Performance Prediction for NLP Tasks

   Jupyter Notebook 16 3