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hf-ml-opt 's Collections
Distributed Training Papers
Quantization Papers

Quantization Papers

updated Jun 4, 2024
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  • AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

    Paper • 2306.00978 • Published Jun 1, 2023 • 9

  • GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

    Paper • 2210.17323 • Published Oct 31, 2022 • 8

  • The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

    Paper • 2402.17764 • Published Feb 27, 2024 • 616
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