Get up and running with Llama 3.2, Mistral, Gemma 2, and other large language models.

Efficient Triton Kernels for LLM Training

Explore LLM model deployment based on AXera's AI chips

Integrates Zotero with ChatPDF

A native macOS app that allows users to chat with a local LLM with context of your files, folders and websites on your Mac without installing any other software.

NetExtract: Efficiently extract core content from any webpage and convert it to clean, LLM-optimized Markdown with a simple API.

Gemma2(9B), Llama3-8B-Finetune-and-RAG, code base for sample, implemented in Kaggle platform

Ukrainian Telegram bot assistant for freshmen based on RAG with LLM

Serverless AI Inference with Gemma 2 using Mozilla's llamafile on AWS Lambda

Gemma2 2b model that fine tuned with an e-commerce data.

AI Discord Bot (GEMM-X) is an intelligent assistant for Discord, leveraging AI technologies from multiple providers to generate images, create music, produce speech, and more. It supports custom personality settings and advanced user/server configurations.

Craft fortunes using Gemma2 (2B)

Finetuning of Gemma-2 2B for structured output

A complete guide to NLP and ML for text processing, covering rule-based models, RNNs, CNNs, Transformers, entity detection, sentiment analysis, LLM fine-tuning, RAG, and prompt engineering with tools like Langchain and Ollama.

A medical consultation chatbot using RAG and RAFT techniques on the Gemma 2 model, achieving high performance in the healthcare domain.

Major update for my personal website. Build with Next 14, LangChain, Google AI Platform, Open-LLM (Llama-3, Gemma 2, Mixtral), Groq Cloud, Wikipedia Retrieval, Upstash Redis and Vector, Splitbee, Notion as CMS, attention-based retrieval system, and AI Agent.

Example application for applying QLoRA-based Parameter-Efficient Fine-Tuning (PEFT) to a Stance Detection task using Gemma-2-9B-Instruct

Conversational RAG with PDF and chat history

ask LLMs in the terminal

Text to Math Problem Solver with Gemma2