InternVL2-8B-MPO
Multimodal large language model to improve multimodal reasoning capabilities
Product Details
InternVL2-8B-MPO is a multimodal large language model (MLLM) that enhances the model's multimodal reasoning capabilities by introducing a mixed preference optimization (MPO) process. This model designed an automated preference data construction pipeline in terms of data, and built MMPR, a large-scale multi-modal reasoning preference data set. In terms of models, InternVL2-8B-MPO is initialized based on InternVL2-8B and fine-tuned using the MMPR data set, showing stronger multi-modal reasoning capabilities and fewer hallucinations. The model achieved an accuracy of 67.0% on MathVista, surpassing InternVL2-8B by 8.7 points, and its performance was close to InternVL2-76B, which is 10 times larger.
Main Features
How to Use
Target Users
The target audience is researchers, developers and enterprise users, especially those who need to process multi-modal data (such as images and text) and want to improve model reasoning capabilities. InternVL2-8B-MPO can provide more accurate data analysis and generate more reliable results, and is suitable for improving product intelligence and decision support.
Examples
The accuracy test was conducted on the MathVista data set and reached an accuracy of 67.0%.
Use InternVL2-8B-MPO for image description generation to provide detailed image content description.
In multi-image reasoning tasks, compare the similarities and differences between different images.
Quick Access
Visit Website →Categories
Related Recommendations
Discover more similar quality AI tools
AI Fiesta
AI Fiesta offers multiple top AI models, allowing users to compare model answers and choose the AI best suited for each task. The main advantage of this product is that it aggregates multiple top AI models, provides convenient comparison functions, is reasonably priced and has powerful functions.
Horizon Alpha
Horizon Alpha is a platform integrated with next-generation artificial intelligence to provide fast, reliable solutions for modern creators. Its main advantage is to lead the development of artificial intelligence technology and provide excellent reasoning, coding and natural language understanding capabilities. This product is positioned as an enterprise-level AI platform and has excellent performance and flexibility.
Open WebUI Desktop
Open WebUI Desktop is a cross-platform desktop application designed to simplify the installation and use of Open WebUI. The application allows users to turn their device into a powerful server, eliminating complicated manual setup. This project is currently in the alpha stage and is still under active development. It provides one-click installation and the ability to use offline, making it ideal for developers and users looking for efficiency and convenience.
Find local AI in 10 secs with Suverenum
Suverenum is a product designed to provide local AI solutions. It allows users to run AI models on their laptops, enabling them to handle 95% of their daily AI needs. The main advantage of Suverenum is that it can work offline and protect users' data privacy. The product is positioned to provide users with high-performance AI solutions while maintaining simplicity and ease of use.
OnSpace.AI
OnSpace.AI is a leading no-code AI application building platform that allows users to go from concept to application in minutes. Its powerful features include quickly converting ideas into actual products, no coding skills required, building customized AI applications, etc.
Stakpak.dev
Stakpak is an open source AI DevOps agent that helps you quickly identify root causes, optimize cloud costs, strengthen IAM security, automatically containerize applications, and provide a powerful production-ready infrastructure. It is designed to simplify operations and development workflows, supports CI/CD pipelines and cloud environments, and provides high security and intelligent adaptive recommendations.
JoyAgent-JDGenie
JoyAgent-JDGenie is a general multi-agent framework that can quickly build agent products. Users only need to enter tasks or queries to get direct solutions. This product emphasizes high completion and lightweight design, has strong versatility, and performs well on the GAIA list. It is suitable for enterprises or developers who require quick response and efficient execution. This product is free and open source, and is positioned to provide convenient intelligent agent development solutions.
Tile
Tile is a powerful tool that helps users quickly build production-ready mobile apps using specially designed AI agents. Its key benefits include powerful AI capabilities, visual editing, mobile stack, and built-in tools and more. Tile is positioned as a tool to help users quickly publish high-quality mobile applications.
PrompTessor
PrompTessor is an AI prompt analysis and optimization tool that helps users improve AI output. It provides deep insights, detailed metrics, and action optimization strategies through an intelligent analytics system.
Shipable AI
Shipable is a platform designed to help users easily build, launch and scale AI agents and applications. It requires no coding and is suitable for teams, creators, and startups, with the ability to create smart tools, connect with apps like Slack and Notion, and deploy quickly.
Tila AI
Tila is a multi-agent AI platform that integrates workflow automation and multi-modal content creation, operating across text, images and videos through generative AI. Its main advantages include unlimited AI canvas, multi-agent technology and intelligent content generation. Positioned to improve work efficiency and create diverse content.
BestModelAI
BestModelAI is an intelligent AI model selection tool that can automatically select the most suitable model from more than 100 options without requiring users to understand the complexity of the model. Its main advantages are intelligent routing to the best model, no need for professional knowledge, and easy and fast use.
PromptPilot
PromptPilot is an intelligent solution platform focused on the optimization of large models and the realization of user task intentions. Through interactive feedback, the platform can automatically optimize multi-step, multi-modal and multi-scenario tasks, providing users with efficient intelligent solutions, suitable for corporate and individual users to improve work efficiency and task completion quality.
Capacity
Capacity is a tool that leverages artificial intelligence technology to quickly create full-stack web applications. Its main advantages are saving development time and improving production efficiency. Capacity has rich background information and is positioned to provide users with simple and easy-to-use full-stack web application development solutions.
Instance
Instance is an AI website and app builder that quickly creates functional apps, games, and websites without coding. Its main advantages include being fast, easy to use, requiring no professional skills, and suitable for rapid prototyping and start-ups. Positioned to help users quickly transform ideas into actual products.
Nexty
Nexty is a fully functional Next.js SaaS full-stack template that allows you to quickly build various commercial websites, whether it is a content station, a tool station or a paid website integrating AI capabilities. This template provides complete user authentication, payment, content management and AI functions, and its modular design helps developers focus on product innovation.