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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 287 19

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

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

   Python 104 8

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

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

   Python 321 28

4. tianyi-lab/Mosaic-IT tianyi-lab/Mosaic-IT Public

   Mosaic IT: Enhancing Instruction Tuning with Data Mosaics

   Python 13 2

5. tianyi-lab/DEBATunE tianyi-lab/DEBATunE Public

   [ACL'24] Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements

   Python 12

6. tianyi-lab/RuleR tianyi-lab/RuleR Public

   RuleR: Improving LLM Controllability by Rule-based Data Recycling

   Python 8