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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 315 21

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

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

    Python 130 11

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

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

    Python 342 29

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

    Mosaic IT: Enhancing Instruction Tuning with Data Mosaics

    Python 15 3

  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 19 1

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

    RuleR: Improving LLM Controllability by Rule-based Data Recycling

    Python 10 1