home/categories/computational-chemistry/orchestra-research-ai-research-skills-10-optimization-hqq-skill-md
computational-chemistryresearch

hqq-quantization

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.

Orchestra-Research
maintainer
Orchestra-Research
Atualizado 11/25/2025
Estrelas
6563
Forks
515
quick start

Installation and usage

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.

Instalação
$ install --globalskills.sh
Uso

Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:

skills use hqq-quantization