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TheRealM4rtin 's Collections
LLMs Compression
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LLMs Compression

updated Feb 7, 2024

Sota LLMs Compression

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  • SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot

    Paper • 2301.00774 • Published Jan 2, 2023 • 3

  • LLM-Pruner: On the Structural Pruning of Large Language Models

    Paper • 2305.11627 • Published May 19, 2023 • 3

  • LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

    Paper • 2208.07339 • Published Aug 15, 2022 • 5
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