Sana Qaisar@Tingle_Crysty2d9

We are excited to present our project, which focuses on addressing emergencies and environmental issues through an advanced AI-driven solution. In this hackathon, our team has developed an application that can generate accurate responses to a variety of emergency scenarios and environmental challenges. Project Overview: Model and Dataset: We utilized the LLaMA 3.1 model with 405B parameters to generate a synthetic dataset of approximately 2,000 question-answer pairs. This dataset was initially created in Excel and later converted into JSON format for model training. The TinyLLaMA 1.1 billion parameter chat version was fine-tuned using this dataset, allowing our model to provide highly contextual and relevant responses. Training and Fine-Tuning: We leveraged the resources available on Google Colab, specifically using T4 GPUs to generate the dataset. We leveraged the resources available on Kaggle, specifically using T4 x2 GPUs to train our model. After completing the fine-tuning process, we pushed the model to Hugging Face, making it accessible for deployment and further testing. Deployment: The model was deployed on Hugging Face Spaces, where we integrated a user-friendly Gradio UI interface. This interface enables users to input queries and receive real-time responses directly from the model. All project files and necessary documentation have been committed to our repository, ensuring full transparency and accessibility. Team: Our project was made possible by the collaborative efforts of a dedicated team of six members: Team Lead: Umar Majeed LinkedIn Profile Team Members: Moazzan Hassan LinkedIn Shahroz Butt LinkedIn Sidra Hammed LinkedIn Muskan Liaqat LinkedIn Sana Qaisar LinkedIn We would like to thank LabLab AI for this opportunity, and we look forward to the impact our application can make in real-world scenarios.

In the ever-changing world of healthcare, efficiency and precision are critical. Our project uses advanced language models to improve patient management and care. In the ever-changing world of healthcare, efficiency and precision are critical. Our project uses advanced language models preferably falcon 180-b model our key focus areas are as : Our falcon powered system intelligently examines medical queries and determines whether an appointment or consultation is required then generates a immediate link if high/medium risk otherwise schedules it for later if its low risk Our falcon powered system determines proper specialist—whether a Neurologist, Pediatrician, or other expert Provides succinct summaries of complex medical report Screens patient medications to flag dangerous drugs and provides analysis as well

🕒 2 days to dive into this transformative healthcare technology challenge! 🏝️ Join us onsite in Honolulu, Hawaii for an exciting hybrid hackathon experience! If you can't be with us in person, no worries—you can still participate and contribute online. 💡 Leverage AI, data analytics, and cloud computing to create innovative solutions that improve healthcare outcomes in Hawaii and beyond. 🤝 Compete solo or team up with diverse healthcare, tech, and academia innovators. 🏆 Stand a chance to win amazing prizes and make an impact!

🌟 Be one of the 10 teams: gain exclusive access to Aria’s API and explore Allegro’s text-to-video capabilities! 🚀 Take on the challenge to innovate using Aria, Rhymes AI’s open-source multimodal model. 🤖 Build applications by integrating text, images, video, code, and more with Aria’s AI or create stunning video content with Allegro. 🌍 Collaborate with a team (up to 4 members) or take on the challenge individually! 🎓 Gain insights from industry experts through workshops and sessions designed to fast-track your project. 🏆 Compete for a chance to win $5,000 in prizes!

⌚ Take on a 48-hour challenge packed with creativity. 🚀 Build an app powered by Llama 3.2’s capabilities. 🎓 Get advice and support from industry experts along every step of the way. 🏆 Win an opportunity to participate in the Lablab NEXT acceleration program 💰 Stand a chance to win $5,000 in prizes. 🌟 Win the opportunity to be invited, with transport and accommodation covered, to our upcoming Giga Hackathons in Barcelona or Geneva in partnership with UNICEF. 🧑🏻‍💻 Sign up before the Kick-Off Stream to lock in your spot!