GitHub Repos Worth Knowing

The open-source AI projects that matter right now — stars, licence and what each one does.

11 repositories

open-webui
open-webui

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

aillmllm-uillm-webui
151k 22kPython
rasbt
LLMs-from-scratch

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

aiartificial-intelligenceattention-mechanismdeep-learning
104k 16kJupyter Notebook
vllm-project
vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

amdblackwellcudadeepseek
91k 22kPython Apache-2.0
infiniflow
ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

agent-harnessagentic-aiagentic-retrievalagentic-search
90k 11kGo Apache-2.0
mlabonne
llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

courselarge-language-modelsllmmachine-learning
82k 9.6k Apache-2.0
unslothai
unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, FLUX and more.

agentaichatgptdeepseek
75k 6.8kPython Apache-2.0
hiyouga
LlamaFactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

agentaideepseekfine-tuning
75k 9.1kPython Apache-2.0
dottxt-ai
outlines

Structured Outputs

cfggenerative-aijsonllms
16k 870Python Apache-2.0
bentoml
OpenLLM

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

bentomlfine-tuningllamallama2
13k 838Python Apache-2.0
ludwig-ai
ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

computer-visiondata-centricdata-sciencedeep
12k 1.2kPython Apache-2.0
KalyanKS-NLP
llm-engineer-toolkit

A curated list of 120+ LLM libraries category wise.

ai-engineergenerative-ailarge-language-modelsllm-engineer
11k 1.7k Apache-2.0

Star counts are a snapshot, not a live feed — they are refreshed when the directory is updated, so the number here matches the one in our articles and videos.