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superpeng 's Collections
LLM Pretrain
LLM Fine-Tune
RAG
LLM evlaue
LLM Depoly

LLM Fine-Tune

updated Jul 3, 2024
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  • BitDelta: Your Fine-Tune May Only Be Worth One Bit

    Paper • 2402.10193 • Published Feb 15, 2024 • 23

  • StructLM: Towards Building Generalist Models for Structured Knowledge Grounding

    Paper • 2402.16671 • Published Feb 26, 2024 • 30

  • LoRA Learns Less and Forgets Less

    Paper • 2405.09673 • Published May 15, 2024 • 89

  • NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

    Paper • 2405.17428 • Published May 27, 2024 • 20

  • Xwin-LM: Strong and Scalable Alignment Practice for LLMs

    Paper • 2405.20335 • Published May 30, 2024 • 19

  • Boosting LLM Reasoning: Push the Limits of Few-shot Learning with Reinforced In-Context Pruning

    Paper • 2312.08901 • Published Dec 14, 2023
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