Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

PTIT's Major Project: Website Programming - This repo contains a chatbot for a clothing store. The chatbot acts as an employee with specific knowledge about clothing consultation, website support, and store information.

Materials for CSE Summer School Hackathon 2024

Cloning Yourself using your whatsapp chat history and training a model on it.

🤖 AI of Pwo fine tuned on Llama-3.1-8B Instruct

ResurrectAI is an AI-driven chat application designed to bring the wisdom and knowledge of great historical personalities to life. Leveraging advanced language models and fine-tuning techniques, ResurrectAI enables users to interact with AI avatars of iconic figures, gaining access to their insights, guidance, and philosophical teaching in realtime

This project demonstrates how to setup a complete Retrieval Augmented Generation (RAG) pipeline on medical data using Llama-3-8B model

This project is a Hindi Article Generator, developed using natural language processing (NLP) techniques to create contextually relevant and coherent articles in Hindi. The model was trained on a custom dataset collected via web scraping. The model has been fine-tuned on a dataset of Hindi news headlines and articles.

Fine-tuning Llama3 8b to generate JSON formats for arithmetic questions and process the output to perform calculations.

AstorAI is a user-friendly medical chatbot powered by Retrieval-Augmented Generation (RAG) and the advanced LLama 3 model. It offers real-time, accurate responses to a wide range of medical queries, ensuring privacy and security in every interaction. Designed for ease of use, AstorAI provides reliable health information on various topics 24/7.

This repo offers scripts for fine-tuning LLaMA 3.1 models with QLoRA, running inference, and export models. It’s based on my experience building a custom chatbot, and I’m sharing it to help others fine-tune and deploy LLMs on consumer hardware with ease! 😊

Finetuning of Gemma-2 2B for structured output

This project demonstrates how to Fine-Tune Llama-3-8B model on medical data using NVIDIA T4 Tensor Core GPU

Transforming data into datasets for LLM training. Choo choo

A fine-tuned LLM to solve homework questions ranging from maths to science and social science.

Llama 3.1 Fine Tuning

perform deduplication on FLAN v2 dataset & Finetune LLaMa3 using this dataset

fine-tuning framework

Fine-tuning GPT-3.5 and Llama3 LLMs for enhanced persona consistency in chatbots using Google's Synthetic Persona Chat dataset

Open Source Verilog Copilot: Fine Tune LLM: Fine-Tuning LLM with QLoRA and VeriGen Dataset using Unsloth