The Fifth Elephant Open Source AI Hackathon 2024

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Soham Ghosh

Bidwan AI

Submitted Dec 25, 2023

Problem Statement: AI in education
We plan to fine-tune the Llama 2-7B model on our custom datasets, made from school text books and then deploy the model using streamlit. The dataset would carefully curated for avoiding bias in the model. This way we can make chlidren learn and search for their doubts, without even giving them the access to interent. Due to fine-tuning, the model would be able to run on low end systems also. We will also include a feature of uploading pdf files, so that the students may upload their doubtful questions and get the answers. The model can be further improved by adding an option to upload images of questions and in the back-end an image processing algorithm may be used to scan the image and then pass it to our trained LLM model for the solutions. The model can be directly sold in the form of a software or can be made as a website and grant access to customer on chargable basis. I have fine-tuned a Llama 2-7B model earlier. We just need to fine-tune it with our custom dataset and build an UI for it.

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