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Average Ratings 0 Ratings
Description
MonoQwen2-VL-v0.1 represents the inaugural visual document reranker aimed at improving the quality of visual documents retrieved within Retrieval-Augmented Generation (RAG) systems. Conventional RAG methodologies typically involve transforming documents into text through Optical Character Recognition (OCR), a process that can be labor-intensive and often leads to the omission of critical information, particularly for non-text elements such as graphs and tables. To combat these challenges, MonoQwen2-VL-v0.1 utilizes Visual Language Models (VLMs) that can directly interpret images, thus bypassing the need for OCR and maintaining the fidelity of visual information. The reranking process unfolds in two stages: it first employs distinct encoding to create a selection of potential documents, and subsequently applies a cross-encoding model to reorder these options based on their relevance to the given query. By implementing Low-Rank Adaptation (LoRA) atop the Qwen2-VL-2B-Instruct model, MonoQwen2-VL-v0.1 not only achieves impressive results but does so while keeping memory usage to a minimum. This innovative approach signifies a substantial advancement in the handling of visual data within RAG frameworks, paving the way for more effective information retrieval strategies.
Description
Qwen Chat is a dynamic and robust AI platform crafted by Alibaba, providing a wide range of features through an intuitive web interface. This platform incorporates several cutting-edge Qwen AI models, enabling users to participate in text-based dialogues, create images and videos, conduct web searches, and leverage various tools to boost productivity. Among its capabilities are document and image processing, HTML previews for coding endeavors, and the option to generate and test artifacts directly within the chat, making it ideal for developers, researchers, and AI enthusiasts alike. Users can effortlessly transition between models to accommodate various requirements, whether for casual conversation or specific coding and vision tasks. As a forward-looking platform, it also hints at upcoming enhancements, such as voice interaction, ensuring it remains a versatile tool for an array of AI applications. With such a breadth of features, Qwen Chat is poised to adapt to the ever-evolving landscape of artificial intelligence.
API Access
Has API
API Access
Has API
Integrations
AI Agents Directory
CodeQwen
PromptX
QwQ-Max-Preview
Qwen
Qwen-7B
Qwen2
Qwen2-VL
Qwen2.5
Qwen2.5-1M
Integrations
AI Agents Directory
CodeQwen
PromptX
QwQ-Max-Preview
Qwen
Qwen-7B
Qwen2
Qwen2-VL
Qwen2.5
Qwen2.5-1M
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
Free
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
LightOn
Founded
2016
Country
France
Website
www.lighton.ai/lighton-blogs/monoqwen-vision
Vendor Details
Company Name
Alibaba
Founded
1999
Country
China
Website
chat.qwenlm.ai/
Product Features
Product Features
Artificial Intelligence
Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)