mangeshb1 / gen_ai_and_nlp_experiments

Gen AI Experiments - What you will find in this GitHub Repo

• ctransformers and AutoModelForCausalLM examples
• Examples to create Llama2 training Datasets
• Examples of creating end-to-end RAG with LLMs (Llama2)
• Chatbot UI with Gradio and 7b-LIama2 models
• Example of finetuned LIama2 models on low-end GPUs
• Notebook to Finetune Google's Gemma Model
• Example Notebook to use Gemma + RAG using MongoDB as primary Vector Store
• Example Notebook for RAG with Open AI's endpoint, Astra Vector Database and Streamlit User Interface

For Huggingface models/datasets, please check - https://huggingface.co/theLeaf1

Note - I have curated and modified all code here for personal use as needed. Credit is due for the original code to respective authors/organizations.