e-kazakov

llama.cpp

LLM inference in C/C++

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

faiss

A library for efficient similarity search and clustering of dense vectors.

ruff

An extremely fast Python linter and code formatter, written in Rust.

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

llamafile

Distribute and run LLMs with a single file.

llama2.c

Inference Llama 2 in one file of pure C

codellama

Inference code for CodeLlama models

flash-attention

Fast and memory-efficient exact attention

SWE-agent

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.47% of bugs in the SWE-bench evaluation set and takes just 1 minute to run.

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

mistral-inference

Official inference library for Mistral models

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

CopilotForXcode

The missing GitHub Copilot, Codeium and ChatGPT Xcode Source Editor Extension

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

insanely-fast-whisper

promptbase

All things prompt engineering

AlphaCodium

Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""

ML-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

secret-llama

Fully private LLM chatbot that runs entirely with a browser with no server needed. Supports Mistral and LLama 3.

drl-zh

Deep Reinforcement Learning: Zero to Hero!

Phi-3CookBook

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks.

SwiftTUI

SwiftUI for terminal applications

Ollamac

Mac app for Ollama

tavern

A command-line tool and Python library and Pytest plugin for automated testing of RESTful APIs, with a simple, concise and flexible YAML-based syntax

model-explorer

A modern model graph visualizer and debugger

imagenette

A smaller subset of 10 easily classified classes from Imagenet, and a little more French