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.