Model card
Qwen2.5 VL 7B Instruct is a versatile vision-language model designed for high-precision image and video understanding. Unlike basic multimodal models, it excels at complex visual reasoning, document parsing, and spatial awareness, making it a strong candidate for automating data extraction from UI screenshots or technical diagrams. For developers, the 7B parameter scale offers a balanced trade-off between inference latency and cognitive depth, fitting well into local deployments or scalable cloud pipelines. It integrates seamlessly into existing LLM workflows via standard vision-text prompts and is released under the permissive Apache-2.0 license, ensuring flexibility for commercial production environments. Compared to previous iterations, it demonstrates improved grounding and a more robust ability to follow complex instructions within visual contexts.
Model files and versions
Download this model
We recommend using the ModelScope CLI or SDK. Install ModelScope first, then choose a full snapshot, single file, SDK or Git LFS workflow.
Qwen/Qwen2.5-VL-7B-InstructInstall the CLI and SDK dependency before downloading.
pip install modelscopeDownload the complete weights, configuration and model card.
modelscope download --model Qwen/Qwen2.5-VL-7B-InstructREADME.md is used as an example; replace it with another repository file when needed.
modelscope download --model Qwen/Qwen2.5-VL-7B-Instruct README.md --local_dir ./dirUseful in Python projects and automation scripts.
from modelscope import snapshot_download
model_dir = snapshot_download('Qwen/Qwen2.5-VL-7B-Instruct')Make sure Git LFS is installed correctly.
git lfs install
git clone https://www.modelscope.cn/Qwen/Qwen2.5-VL-7B-Instruct.gitFetch the repository structure first, then pull large files when needed.
GIT_LFS_SKIP_SMUDGE=1 git clone https://www.modelscope.cn/Qwen/Qwen2.5-VL-7B-Instruct.gitHow to use
- 01Step 1
Read the model card and source information.
- 02Step 2
Start with a small, non-sensitive evaluation.
- 03Step 3
Review quality, licensing and usage limits.
- 04Step 4
Adopt it only after validation.
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