This is the Windows app named Qwen-VL whose latest release can be downloaded as Qwen-VLsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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Qwen-VL
DESCRIPTION
Qwen-VL is Alibaba Cloud’s vision-language large model family, designed to integrate visual and linguistic modalities. It accepts image inputs (with optional bounding boxes) and text, and produces text (and sometimes bounding boxes) as output. The model variants (VL-Plus, VL-Max, etc.) have been upgraded for better visual reasoning, text recognition from images, fine-grained understanding, and support for high image resolutions / extreme aspect ratios. Qwen-VL supports multilingual inputs and conversation (e.g. Chinese, English), and is aimed at tasks like image captioning, question answering on images (VQA, DocVQA), grounding (detecting objects or regions from textual queries), etc.
Features
- Strong performance on many vision-language tasks: image captioning, VQA, DocVQA, grounding, text recognition in images etc.
- Very high resolution image input support (up to millions of pixels), and handling extreme aspect ratios for detailed visual content
- Multilingual: supports Chinese, English, and other languages in image text / conversation tasks
- Variants (VL-Plus, VL-Max) offer increasing capability: VL-Max is more capable in instruction following, visual reasoning, better model of cognition etc.
- Fine-tuning and quantization options (e.g. Int4 modes, Q-LoRA) for lower resource usage
- Supports multi-image interleaved conversations: comparing multiple images, storytelling, multi-image inputs in dialogues
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/qwen-vl.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
