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Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for fast quantization workflows, or when deploying with vLLM or HuggingFace Transformers.

Install

npx skills add Orchestra-Research/AI-Research-SKILLs --skill hqq-quantization -a claude-code

Installs to .claude/skills/hqq-quantization/ · Each command fetches the skill straight from GitHub with the open skills CLI.

Download .zip

Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 93

Security100
Provenance90
Maintenance100
Licence100
Adoption65

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