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TonyMou 's Collections
LLM Compression
VLM Token Compression

LLM Compression

updated Nov 14, 2024

Quantization、Prunning、Distillation

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  • EfficientQAT: Efficient Quantization-Aware Training for Large Language Models

    Paper • 2407.11062 • Published Jul 10, 2024 • 10

  • PrefixQuant: Static Quantization Beats Dynamic through Prefixed Outliers in LLMs

    Paper • 2410.05265 • Published Oct 7, 2024 • 33

  • OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models

    Paper • 2308.13137 • Published Aug 25, 2023 • 18
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