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zk67 's Collections
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Instruction Tuning

updated Jan 20
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  • Instruction Mining: High-Quality Instruction Data Selection for Large Language Models

    Paper • 2307.06290 • Published Jul 12, 2023 • 10

  • Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models

    Paper • 2408.02085 • Published Aug 4, 2024 • 19

  • A Survey on Data Selection for LLM Instruction Tuning

    Paper • 2402.05123 • Published Feb 4, 2024 • 3

  • Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

    Paper • 2403.14608 • Published Mar 21, 2024

  • Instruction Tuning for Large Language Models: A Survey

    Paper • 2308.10792 • Published Aug 21, 2023 • 1

  • Scaling Instruction-Finetuned Language Models

    Paper • 2210.11416 • Published Oct 20, 2022 • 7
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