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SOTA Weight-only Quantization Algorithm for LLMs. This is official implementation of "Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs"

Home Page: https://arxiv.org/abs/2309.05516

License: Apache License 2.0

Python 97.54% Shell 2.46%
awq gptq int4 neural-compressor quantization rounding weight-only

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