home/categories/llm-ai/davila7-claude-code-templates-cli-tool-components-skills-ai-research-optimization-awq-skill-md
llm-aidata-ai
awq-quantization
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited GPU memory, when you need faster inference than GPTQ with better accuracy preservation, or for instruction-tuned and multimodal models. MLSys 2024 Best Paper Award winner.
maintainer
davila7
اپ ڈیٹ ہوا 1/20/2026
اسٹارز
17577
فورکس
1576
quick start
Installation and usage
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited GPU memory, when you need faster inference than GPTQ with better accuracy preservation, or for instruction-tuned and multimodal models. MLSys 2024 Best Paper Award winner.
انسٹالیشن
$ install --globalskills.sh
استعمال
انسٹال کرنے کے بعد، آپ یہ اسکل ٹرمینل میں درج ذیل کمانڈ چلا کر استعمال کر سکتے ہیں:
skills use awq-quantization