AI71 Falcon 2 11B VLM AI technology Top Builders

Explore the top contributors showcasing the highest number of AI71 Falcon 2 11B VLM AI technology app submissions within our community.

About Falcon 2 11B VLM

Falcon2-11B-VLM is an 11B parameters causal decoder-only model built by TII and trained on over 5,000B tokens of RefinedWeb enhanced with curated corpora. To bring vision capabilities, we integrate the pretrained CLIP ViT-L/14 vision encoder with our Falcon2-11B chat-finetuned model and train with image-text data. For enhancing the VLM's perception of fine-grained details w.r.t small objects in images, we employ a dynamic encoding mechanism at high-resolution for image inputs. The model is built on the same robust foundation as Falcon 2 11B, featuring 11 billion parameters. It matches or exceeds the performance of other leading models, such as Meta’s Llama 3 8B and Google’s Gemma 7B, particularly in tasks that require vision-language integration.

General
Relese date	May 13, 2024
Author	AI71
Dataset	https://huggingface.co/tiiuae/falcon-11B
Type	Vision Language Model

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AI71 Falcon 2 11B VLM AI technology Hackathon projects

Discover innovative solutions crafted with AI71 Falcon 2 11B VLM AI technology, developed by our community members during our engaging hackathons.

NetConnect

Public Sector Network Connectivity Analyzer The Public Sector Network Connectivity Analyzer is a comprehensive solution designed to address the critical need for reliable network monitoring across public institutions. Our application serves as an essential tool for IT administrators managing connectivity infrastructure for schools, healthcare facilities, government offices, libraries, and other public service organizations. Core Capabilities Real-Time Network Visualization Interactive diagrams and topology maps provide clear visibility into how public institutions are connected, displaying network elements, connection points, and infrastructure components with intuitive visualization tools. Performance Monitoring System Our platform continuously tracks vital network metrics including uptime percentages, latency measurements, bandwidth utilization, and connection status across the entire public sector network, enabling proactive management. Advanced Simulation Engine IT professionals can run comprehensive simulations to test network resilience under various scenarios such as increased user loads, infrastructure failures, or cyber incidents, helping identify vulnerabilities before they impact critical services. Institution Management Portal Administrators can efficiently manage information about connected institutions, monitor their connection status in real-time, and access detailed performance metrics through a unified dashboard interface. Geographic Mapping Integration Our system incorporates geographic visualization capabilities to display the physical distribution of institutions and network infrastructure across regions, facilitating better resource allocation and planning. Technical Implementation This solution addresses the unique challenges faced by public sector organizations that require reliable connectivity for delivering essential services to communities, while providing the tools needed to ensure network resilience, performance, and security.

Smart Travel Planner

This Streamlit app is an AI-powered travel Agent that generates personalized travel itineraries using AI71. It automates the process of researching, planning, and organizing your dream vacation, allowing you to explore exciting destinations with ease. Features Research and discover exciting travel destinations, activities, and accommodations Customize your itinerary based on the number of days you want to travel Utilize the power of GPT-4o to generate intelligent and personalized travel plans. How it Works? The AI Travel Agent has two main components: Researcher: Responsible for generating search terms based on the user's destination and travel duration, and searching the web for relevant activities and accommodations using SerpAPI. Planner: Takes the research results and user preferences to generate a personalized draft itinerary that includes suggested activity.

Personalized Lab Test Ordering for Razee

Razee's new feature offers a seamless and user-friendly lab test ordering service integrated into its personalized nutrition platform. This innovative service allows users to order a variety of lab tests directly through the platform, providing tailored insights into their health and nutritional status. The process is designed for simplicity and efficiency: users can select tests based on their individual needs, such as blood glucose levels, vitamin deficiencies, or other health markers critical for personalized nutrition plans. Razee partners with reputable laboratories to ensure accurate and reliable results, and the platform provides comprehensive support throughout the testing journey, including scheduling, sample collection, and result interpretation. By integrating lab test ordering into the Razee platform, users gain access to essential health data that empowers them to make informed decisions about their nutrition and wellness. This feature enhances the overall user experience, making it easier to track progress, adjust nutrition plans, and achieve health goals with precision and confidence.

Falcon Vision Aid

Falcon Vision AI is an innovative solution designed to address the challenges faced by visually impaired individuals in navigating their environment. This AI-powered mobile application leverages advanced computer vision, natural language processing, and speech recognition technologies to provide real-time assistance to users. Our app aims to significantly improve the quality of life for the visually impaired by offering: - Real-time environmental analysis: Using the smartphone's camera, Falcon Vision AI scans the surroundings and provides an important audio descriptions of objects, obstacles, and potential hazards, and what the person should do next if they want to navigate this environment. (current version) - Enhanced safety: By alerting users to potential dangers and providing clear directional guidance, Falcon Vision AI aims to reduce the risk of accidents and injuries common among visually impaired individuals. - Increased independence: With comprehensive, context-aware assistance, users can navigate unfamiliar environments more confidently, promoting greater autonomy in daily life. - Natural language interaction (future version): Users can ask questions about their environment and receive contextually relevant information through an intuitive voice interface. - Personalized assistance (future version): The app adapts to individual user needs and preferences, offering tailored guidance for navigation and object identification.

RetailBot Customer Service and Personalization

RetailBot is an innovative AI application that aims to revolutionize customer service and shopping experiences in the retail and enterprise sectors. By harnessing Falcon’s AI71's API Hub, RetailBot integrates a highly advanced chatbot capable of understanding and responding to a wide range of customer inquiries with exceptional accuracy and context-awareness. The chatbot handles queries about product information, order tracking, and more, providing seamless support. Additionally, RetailBot features a personalized shopping assistant that analyzes user preferences and purchase history to offer tailored product recommendations, boosting customer satisfaction and driving sales. Utilizing Falcon's high-performance, multimodal, and multilingual capabilities, RetailBot is a versatile and scalable solution that adapts to various retail needs and languages. Our goal is to set a new benchmark in customer service automation and personalized shopping experiences.