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numen-tech
Available on FriendliAI
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Model Details
Model Provider
numen-tech
Model Tree
Qwen/Qwen3.5-4B
Input Modalities
Output Modalities
Supported Functionality
Pairwise Rotation Quantization for Efficient Reasoning LLM Inference
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/Qwen3.5-4B-PARO is a 4-bit Qwen/Qwen3.5-4B quantized with ParoQuant.