NLP

Weight-Only Quantization

2026年11月15日 00:04 2,877 次阅读
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Overview This post is divided into five parts; they are: • Asymmetric Affine Quantization • Post-Training Quantization with PyTorch • GPTQ and AWQ • Quantizing a Model to GGUF • Evaluating Weight-Only Quantization Note: The code examples in this post use TorchAO and require a CUDA-enabled PyTorch in...

AI Prism 智棱 - NLP 分类封面图
Overview This post is divided into five parts; they are: • Asymmetric Affine Quantization • Post-Training Quantization with PyTorch • GPTQ and AWQ • Quantizing a Model to GGUF • Evaluating Weight-Only Quantization Note: The code examples in this post use TorchAO and require a CUDA-enabled PyTorch installation.

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