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1. crs-rlhf crs-rlhf Public

   RLHF Fine-tuning LLAMA model for chatbot : Combined Preference-Based and Absolute Reward Signals for RLHF Fine-tuning

   Jupyter Notebook 1

2. llm_agents llm_agents Public

   Demonstrate use case of multi and single llm agents system for tasks like clinical metadata extraction and natural language to sql.

   Jupyter Notebook 1

3. sciquery_advanced_rag sciquery_advanced_rag Public

   An advanced RAG system built using the LlamaIndex library, designed specifically for scientific literature Q&A. It supports various chunking and retrieval methods, integrates with the Qdrant vector…

   Jupyter Notebook 1 1

4. cot_email_generator cot_email_generator Public

   Chain of Thoughts: This project implements a FastAPI-based application that generates personalized messages mimicking the style, tone, and structure of specific users. It uses OpenAI's GPT model mo…

   Python

5. sciquery sciquery Public

   A Retrieval-Augmented Generation (RAG) system for scientific literature Q&A using the LLAMA model, building the entire system from scratch without RAG-supported libraries or vector databases.

   Python

6. mt5_lang-classification mt5_lang-classification Public

   Fine-Tuning the Multilingual Text-To-Text Transfer Transformer (mT5) on XNLI for Language Classification.

   Jupyter Notebook 3