llama

A simple custom QLoRA implementation for fine-tuning a language model (LLM) with basic tools such as PyTorch and Bitsandbytes, completely decoupled from Hugging Face.

Build LLM-enabled FastAPI applications without build configuration.

⚡ LLaMA-2 model experiment

A WebML based Vision-Language App that Roasts you like an Asian Mom

Inference and finnetunning of a VLM (LLama Vision 11b) using the Unsloth, PEFT libraries and torch.

A PDF Question-Answering App built with RAG (Retrieval-Augmented Generation), allowing users to upload PDFs and ask context-based questions. Powered by Streamlit, LangChain, Ollama, and Chroma for efficient and accurate answers.

Chain of Images for Intuitively Reasoning

⚕️ Multi-agent SLM system for medical question answering — domain-aware, private-by-design, cloud-free