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
dair-ai/Prompt-Engineering-Guide - Guides, papers, lecture, notebooks and resources for prompt engineering

Articles¶

📺 Videos¶

Courses¶

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/llama - Inference code for Llama models
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
meta-llama/llama-models - Utilities intended for use with Llama models.
black-forest-labs/flux - Official inference repo for FLUX.1 models
User-friendly WebUI for LLMs (Formerly Ollama WebUI) - User-friendly WebUI for LLMs (Formerly Ollama WebUI)
microsoft/autogen - A programming framework for agentic AI.
microsoft/JARVIS - JARVIS, a system to connect LLMs with ML community. Paper:
Kwai-Kolors/Kolors - Kolors: Effective Training of Diffusion Model for Photorealistic Text-to-Image Synthesis
microsoft/kernel-memory - RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns

Samples¶

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

Books¶

Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG
Super Study Guide: Transformers & Large Language Models
microsoft/Phi-3CookBook - This is a Phi-3 book for getting started with Phi-3.