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1. tianyi-lab/Cherry_LLM tianyi-lab/Cherry_LLM Public

   [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other models

   Python 359 23

2. tianyi-lab/Superfiltering tianyi-lab/Superfiltering Public

   [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

   Python 147 13

3. tianyi-lab/Reflection_Tuning tianyi-lab/Reflection_Tuning Public

   [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning

   Python 354 29

4. Layer_Gradient Layer_Gradient Public

   What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

   Python 63 2