MonoQwen-VisionLightOn
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Qwen ChatAlibaba
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Related Products
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About
MonoQwen2-VL-v0.1 is the first visual document reranker designed to enhance the quality of retrieved visual documents in Retrieval-Augmented Generation (RAG) pipelines. Traditional RAG approaches rely on converting documents into text using Optical Character Recognition (OCR), which can be time-consuming and may result in loss of information, especially for non-textual elements like graphs and tables. MonoQwen2-VL-v0.1 addresses these limitations by leveraging Visual Language Models (VLMs) that process images directly, eliminating the need for OCR and preserving the integrity of visual content. This reranker operates in a two-stage pipeline, initially, it uses separate encoding to generate a pool of candidate documents, followed by a cross-encoding model that reranks these candidates based on their relevance to the query. By training a Low-Rank Adaptation (LoRA) on top of the Qwen2-VL-2B-Instruct model, MonoQwen2-VL-v0.1 achieves high performance without significant memory overhead.
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About
Qwen Chat is a versatile and powerful AI platform developed by Alibaba, offering an array of functionalities through a user-friendly web interface. It integrates multiple advanced Qwen AI models, allowing users to engage in text-based conversations, generate images and videos, perform web searches, and utilize various tools for enhanced productivity. With features like document and image processing, HTML preview for coding tasks, and the ability to create and test artifacts directly within the chat, Qwen Chat caters to developers, researchers, and AI enthusiasts. Users can switch between models seamlessly to fit different needs, from general conversation to specialized coding or vision tasks. The platform promises future updates including voice interaction, making it an evolving tool for diverse AI applications.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Companies working with visually rich documents requiring a solution to enhance retrieval accuracy and efficiency in OCR-free RAG systems
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Audience
Qwen Chat is designed for developers, researchers, and AI enthusiasts seeking a versatile platform for text-based interaction, coding, multimedia processing, and advanced AI-driven tasks
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
Free
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationLightOn
Founded: 2016
France
www.lighton.ai/lighton-blogs/monoqwen-vision
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Company InformationAlibaba
Founded: 1999
China
chat.qwenlm.ai/
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Categories |
Categories |
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Integrations
AI Agents Directory
CodeQwen
PromptX
QwQ-Max-Preview
Qwen
Qwen-7B
Qwen2
Qwen2-VL
Qwen2.5
Qwen2.5-1M
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Integrations
AI Agents Directory
CodeQwen
PromptX
QwQ-Max-Preview
Qwen
Qwen-7B
Qwen2
Qwen2-VL
Qwen2.5
Qwen2.5-1M
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