Qwen3-VL grounding

Qwen3-VL grounding locates the target of an instruction as an image point.

작업: point detection
크기: 2b, 4b, 8b at 1024 px
설치: pip install "libreyolo[vlm]"
지원 티어: 별도 티어, v1.6.0부터 지원. 자체 팩토리와 계약을 갖춘 별도의 제품 영역입니다.
업스트림: Qwen의 Qwen3-VL, Apache-2.0. 논문, 소스
라이선스: 코드 MIT, 가중치 Apache-2.0. 상업적 사용

Install

bash

pip install "libreyolo[ground]"

Predict

Python

from libreyolo import LibreGround, SAMPLE_IMAGE model = LibreGround("qwen3-vl-2b", device="cpu")result = model(SAMPLE_IMAGE, prompt="the person")print(result.points.xy)

Use prompt= or query= for one call, or set_query() for a persistent instruction. A list of instructions on one image returns at most one click per query. Multi-query calls on image lists or folders raise an error. Coordinates refer to the original image. Training, validation and export are not supported. See the grounding API.

Licensing

내려받는 특정 가중치의 Hugging Face 저장소에서 라이선스를 확인하십시오. LibreYOLO 조직의 모든 체크포인트에는 라이선스가 있으며 한 계열 안에서도 항상 같지는 않습니다. 해당 저장소가 신뢰할 수 있는 기준입니다. 아래 요약은 이 페이지를 마지막으로 검증했을 때 적용된 내용을 설명합니다.

관련 라이선스에 관한 설명이며 법률 자문이 아닙니다. 상업적으로 중요한 사안이라면 라이선스를 직접 읽고 별도의 법률 자문을 받으십시오.

원작: Qwen3-VL, Qwen
업스트림 라이선스: Apache-2.0
업스트림 소스: huggingface.co/Qwen
LibreYOLO 코드: MIT
가중치: Apache-2.0, huggingface.co/LibreYOLO에 다시 게시됨
해석: The model publisher declares Apache-2.0.

Citation

@article{Qwen3-VL,
      title={Qwen3-VL Technical Report}, 
      author={Shuai Bai and Yuxuan Cai and Ruizhe Chen and Keqin Chen and Xionghui Chen and Zesen Cheng and Lianghao Deng and Wei Ding and Chang Gao and Chunjiang Ge and Wenbin Ge and Zhifang Guo and Qidong Huang and Jie Huang and Fei Huang and Binyuan Hui and Shutong Jiang and Zhaohai Li and Mingsheng Li and Mei Li and Kaixin Li and Zicheng Lin and Junyang Lin and Xuejing Liu and Jiawei Liu and Chenglong Liu and Yang Liu and Dayiheng Liu and Shixuan Liu and Dunjie Lu and Ruilin Luo and Chenxu Lv and Rui Men and Lingchen Meng and Xuancheng Ren and Xingzhang Ren and Sibo Song and Yuchong Sun and Jun Tang and Jianhong Tu and Jianqiang Wan and Peng Wang and Pengfei Wang and Qiuyue Wang and Yuxuan Wang and Tianbao Xie and Yiheng Xu and Haiyang Xu and Jin Xu and Zhibo Yang and Mingkun Yang and Jianxin Yang and An Yang and Bowen Yu and Fei Zhang and Hang Zhang and Xi Zhang and Bo Zheng and Humen Zhong and Jingren Zhou and Fan Zhou and Jing Zhou and Yuanzhi Zhu and Ke Zhu},
	  journal={arXiv preprint arXiv:2511.21631},
      year={2025}
}

github.com/QwenLM/Qwen3-VL#citation에 있는 저자의 인용 블록에서 복사했습니다.

Install

Predict

Licensing

Citation

Qwen3-VL grounding 아키텍처