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SmoothQuant : run LLM on CPU
05.09.2023 SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
AWQ for LLM Quantization
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration [MLSys'24 Best Paper]
LLM Quantization: Why Weights Survive INT4 but Activations Don't AI interview Question
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Give me 30 min, I will make Quantization click forever
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Last Updated: August 17, 2026
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![AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration [MLSys'24 Best Paper]](https://i.ytimg.com/vi/dcINVsqxQgQ/mqdefault.jpg)
