Michael Wang's repositories
datachain
DataChain 🔗 Process and curate unstructured data using local ML models and LLM calls
apollo
An open autonomous driving platform
marqo
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
open-webui
User-friendly WebUI for LLMs (Formerly Ollama WebUI)
faiss
A library for efficient similarity search and clustering of dense vectors.
End-to-end-Autonomous-Driving
All you need for End-to-end Autonomous Driving
ollama
Get up and running with Llama 3, Mistral, Gemma, and other large language models.
pinecone-python-client
The Pinecone Python client
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
transformer-from-scratch
Well documented, unit tested, type checked and formatted implementation of a vanilla transformer - for educational purposes.
onprem
A tool for running on-premises large language models with non-public data
AI_Tutorial
精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总
llm.c
LLM training in simple, raw C/CUDA
Artificial-Intelligence-with-Python-Third-Edition
Artificial Intelligence with Python-Third Edition, Published by Packt
Learn-OpenAI-Whisper
Learn OpenAI Whisper, published by Packt
awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
ibis
the portable Python dataframe library
crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
examples
Examples for Clarifai Python SDK and Integrations. Give the repo a star ⭐
llm-twin-course
🤖 LLM Twin FREE Course: Building Your Production-Ready AI Replica | An End-to-End Framework for Production-Ready LLM Systems by Building Your LLM Twin | WIP...
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
litgpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
AIOS
AIOS: LLM Agent Operating System
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
gorilla
Gorilla: An API store for LLMs
Data-Science-EBooks
This repository contains resources in the form of ebooks, which are related to Data Science, Machine Learning, and similar topics.