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AWQ Weight Quantization

awq-quantization

Orchestra-Research/AI-Research-SKILLs

Activation-aware weight quantization that compresses 7B-70B models to 4-bit with minimal accuracy loss, delivering ~3x inference speedups and memory reductions for constrained GPU deployments while integrating with vLLM and Marlin kernels.

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