---
title: VisualQuality-R1-7B-8bit
canonical_url: "https://www.modelscope.cn/models/mlx-community/VisualQuality-R1-7B-8bit"
md_url: "https://www.modelscope.cn/models/mlx-community/VisualQuality-R1-7B-8bit.md"
repository: mlx-community/VisualQuality-R1-7B-8bit
last_updated: 2025-08-06
license: mit
model_type:
  - qwen2_5_vl
architectures:
  - Qwen2_5_VLForConditionalGeneration
base_model:
  - Qwen/Qwen2.5-VL-7B-Instruct
base_model_relation: quantized
library_name:
  - mlx
  - safetensors
  - pytorch
frameworks:
  - pytorch
language:
  - en
inference_backends:
  - "deploy_task vlm/text/emb"
  - "lmdeploy 0.9.1"
  - "sglang 0.5.2"
  - "vllm 0.9.2"
downloads: 106
stars: 0
tags:
  - IQA
  - Reasoning
  - VLM
  - Pytorch
  - R1
  - GRPO
  - RL2R
  - mlx
---

# VisualQuality-R1-7B-8bit

> VisualQuality-R1-7B-8bit - mlx-community 在 ModelScope 开源的模型。mlx-community/VisualQuality-R1-7B-8bit This model was converted to MLX format from TianheWu/VisualQuality-R1-7B using mlx-vlm version 0.3.2. Refer to the original model card for more details on the…

mlx-community/VisualQuality-R1-7B-8bit 是 ModelScope 魔搭社区上的机器学习模型，采用 mit 许可，基于 Qwen/Qwen2.5-VL-7B-Instruct 构建，可用 deploy_task vlm/text/emb、lmdeploy 0.9.1、sglang 0.5.2 部署。

- **Repository**: mlx-community/VisualQuality-R1-7B-8bit
- **License**: mit
- **Base model**: Qwen/Qwen2.5-VL-7B-Instruct
- **Inference backends**: deploy_task vlm/text/emb, lmdeploy 0.9.1, sglang 0.5.2, vllm 0.9.2
- **Tags**: IQA, Reasoning, VLM, Pytorch, R1, GRPO, RL2R, mlx
- **Downloads**: 106
- **Stars**: 0
- **Last updated**: 2025-08-06

Source: https://www.modelscope.cn/models/mlx-community/VisualQuality-R1-7B-8bit

---

# mlx-community/VisualQuality-R1-7B-8bit
This model was converted to MLX format from [`TianheWu/VisualQuality-R1-7B`]() using mlx-vlm version **0.3.2**.
Refer to the [original model card](https://huggingface.co/TianheWu/VisualQuality-R1-7B) for more details on the model.
## Use with mlx

```bash
pip install -U mlx-vlm
```

```bash
python -m mlx_vlm.generate --model mlx-community/VisualQuality-R1-7B-8bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>
```