๐ Introduction: Science teachers face an overwhelming amount of work; from explaining complex concepts to answering endless student queries and preparing assessments. Thatโs why I created SciMom, an AI-powered chatbot to help high school science teachers manage these tasks ๐ง . With Zephyr 7B ฮฒ as its backbone, SciMom makes doubt-solving and question paper preparation a breeze!
๐ก Inspiration Behind SciMom: Growing up, I saw firsthand the challenges my mom faced as a high school science teacher. Her dedication to her students is inspiring, but the extra workload of answering queries and preparing exams was tough ๐ . My motherโs dedication inspired me to develop a tool that could help her and others in similar roles. With SciMom, Iโm helping teachers save time and focus on teaching ๐๐ฉโ๐ซ.
โ๏ธ How SciMom Works: SciMom runs on the powerful Zephyr 7B ฮฒ, a GPT-like language model fine-tuned on publicly available and synthetic datasets using Direct Preference Optimization (DPO). Hereโs a breakdown of how it works:
Base Model: Zephyr 7B ฮฒ, a fine-tuned version of Mistral-7B-v0.1, offering optimized performance on teacher tasks ๐ค.
Training Process: I used Docker AutoTrain to fine-tune SciMom with science textbooks, PDFs, and other high-quality resources ๐๐.
Fine-Tuning & Optimization: Zephyrโs fine-tuning on public datasets and DPO enhances its ability to deliver quick, useful responses while making question paper generation a breeze ๐.
๐ Key Features of SciMom:
Instant Doubt-Solving: Got a tricky question? SciMom is trained to provide quick and accurate answers on a variety of science topics โ๏ธ๐ฌ.
Custom Question Paper Generation: Generate personalized science question papers in seconds, tailored to your lesson plans! ๐ฏโ๏ธ
User-Friendly: No need to be a tech expertโSciMomโs interface is designed for ease of use, even for teachers who are not tech-savvy ๐ฉโ๐ป๐ก.
๐จโ๐ป Try SciMom Today!
Live Demo ๐
GitHub Repository ๐ ๏ธ
๐ Conclusion: SciMom is designed to revolutionize how science teachers manage their daily responsibilities. Whether itโs helping with doubts or generating question papers, SciMom powered by Zephyr 7B ฮฒ is your perfect AI assistant, making teaching more engaging and less time-consuming ๐๐.
