Jeethu/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16-PARO

Jeethu/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16-PARO

Pairwise Rotation Quantization for Efficient Reasoning LLM Inference

<p> <a href="https://arxiv.org/abs/2511.10645"><img src="https://img.shields.io/badge/arXiv-2511.10645-b31b1b.svg" alt="Paper"></a> <a href="https://paroquant.z-lab.ai"><img src="https://img.shields.io/badge/Blog-ParoQuant-blue" alt="Blog"></a> <a href="https://huggingface.co/collections/z-lab/paroquant"><img src="https://img.shields.io/badge/%F0%9F%A4%97-Models-yellow" alt="Models"></a> <a href="https://pypi.org/project/paroquant/"><img src="https://img.shields.io/pypi/v/paroquant" alt="PyPI"></a> </p>

ParoQuant is the state-of-the-art INT4 quantization for LLMs. It closes the accuracy gap with FP16 while running at near-AWQ speed. Supports NVIDIA GPUs (vLLM, Transformers) and Apple Silicon (MLX). For more information, see https://github.com/z-lab/paroquant.

Jeethu/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16-PARO is a 4-bit AEON-7/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16 quantized with ParoQuant.