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
Actualizado 11/25/2025
Estrellas
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.

Instalación
$ install --globalskills.sh
Uso

Después de instalarlo, puedes usar este skill ejecutando el siguiente comando en tu terminal:

skills use hqq-quantization