AI

Resources

• Hannibal046/Awesome-LLM - Awesome-LLM: a curated list of Large Language Model
• josephmisiti/awesome-machine-learning - A curated list of awesome Machine Learning frameworks, libraries and software.
• dair-ai/ML-YouTube-Courses - Discover the latest machine learning / AI courses on YouTube.
• microsoft/generative-ai-for-beginners - 12 Lessons, Get Started Building with Generative AI
• louisfb01/start-machine-learning - A complete guide to start and improve in machine learning
• HuangOwen/Awesome-LLM-Compression - Awesome LLM compression research papers and tools.
• louisfb01/start-llms - A complete guide to start and improve your LLM skills
• mlabonne/llm-course - Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
• geffzhang/awesome-semantickernel - Awesome list of tools and projects with the awesome semantic kernel framework
• jmatthiesen/dotnet-ai-resources - A collection of resources available to .NET developers working with AI

Articles

• Reviewing GitHub Copilot by Building a Deck of Cards
• ChatGPT Might Make Developers Unemployed In A Few Years
• GPT4All: Running an Open-source ChatGPT Clone on Your Laptop
• How to Install AutoGPT in Minutes
• What Are Transformer Models and How Do They Work?
• Running Large Language Models locally – Your own ChatGPT-like AI in C#
• What is Semantic Kernel?
• Introducing GPTs

📺 Videos

• ChatGPT Might Make Developers Unemployed In A Few Years
• Auto-GPT Tutorial - Create Your Personal AI Assistant
• Create a Large Language Model from Scratch with Python – Tutorial
• Intro to Large Language Models ⭐

Courses

• ChatGPT Prompt Engineering for Developers
• Career Essentials in Generative AI by Microsoft and LinkedIn

Libraries

• nomic-ai/gpt4all - gpt4all: a chatbot trained on a massive collection of clean assistant data including code, stories and dialogue
• Torantulino/Auto-GPT - An experimental open-source attempt to make GPT-4 fully autonomous.
• microsoft/DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
• cfortuner/promptable - Build LLM apps in Typescript/Javascript.
• lm-sys/FastChat - The release repo for “Vicuna: An Open Chatbot Impressing GPT-4”
• karpathy/nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs.
• Significant-Gravitas/Auto-GPT-Plugins - Plugins for Auto-GPT
• alaeddine-13/thinkgpt
• LAION-AI/Open-Assistant - OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
• go-skynet/LocalAI - Self-hosted, community-driven, local OpenAI-compatible API. Drop-in replacement for OpenAI running LLMs on consumer-grade hardware. No GPU required
• SciSharp/LLamaSharp - C#/.NET binding of llama.cpp, including LLaMa/GPT model inference and quantization, ASP.NET core integration and UI.
• ggerganov/llama.cpp - Port of Facebook’s LLaMA model in C/C++
• meta-llama/llama3 - The official Meta Llama 3 GitHub site
• SevaSk/ecoute - Ecoute is a live transcription tool that provides real-time transcripts for both the user’s microphone input (You) and the user’s speakers output (Speaker) in a textbox. It also generates a suggested response using OpenAI’s GPT-3.5 for the user to say based on the live transcription of the conversation.
• AntonOsika/gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
• facebookresearch/llama - Inference code for LLaMA models
• camenduru/text-generation-webui-colab - A colab gradio web UI for running Large Language Models
• microsoft/semantic-kernel - Integrate cutting-edge LLM technology quickly and easily into your apps
• huggingface/transformers ⭐ - Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
• huggingface/diffusers ⭐ - Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
• imartinez/privateGPT ⭐ Interact privately with your documents using the power of GPT, 100% privately, no data leaks
• UKPLab/sentence-transformers - Multilingual Sentence & Image Embeddings with BERT
• chroma-core/chroma - the AI-native open-source embedding database
• microsoft/azurechatgpt - Azure ChatGPT: Private & secure ChatGPT for internal enterprise use
• StanGirard/quivr - Your Second Brain supercharged by Generative AI 🧠 Dump all your files and chat with your personal assistant on your files & more using GPT 3.5/4, Private, Anthropic, VertexAI, LLMs…
• karpathy/llama2.c - Inference Llama 2 in one file of pure C
• SciSharp/BotSharp - The LLM Powered Chatbot Framework in .NET
• oobabooga/text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, llama.cpp (ggml/gguf), Llama models
• jmorganca/ollama ⭐ - Get up and running with Llama 2 and other large language models locally
• trholding/llama2.c - About Llama 2 Everywhere (L2E)
• xtekky/gpt4free - The official gpt4free repository | various collection of powerful language models
• RayVentura/ShortGPT - ShortGPT - Experimental AI framework for automated short/video content creation.
• LAION-AI/Open-Assistant - OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
• tmc/langchaingo - LangChain for Go, the easiest way to write LLM-based programs in Go
• abi/screenshot-to-code - Drop in a screenshot and convert it to clean HTML/Tailwind/JS code
• janhq/jan - Jan is an open source alternative to ChatGPT that runs 100% offline on your computer
• langchain-ai/langchain ⭐ - Build context-aware reasoning applications

Samples

• Azure-Samples/openai-dotnet-samples
• facebookresearch/llama-recipes - Examples and recipes for Llama 2 model