Research
Andrej Karpathy
Small, readable implementations for learning how language models and automatic differentiation work.
nanoGPT · micrograd
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AI HUB / INDEX
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30 of 30 profiles · Selection & sources
Small, readable implementations for learning how language models and automatic differentiation work.
nanoGPT · micrograd
Work & updates →An extensible browser interface for working with Stable Diffusion image generation.
stable-diffusion-webui
Work & updates →Books and practical frameworks for building AI applications and machine-learning systems.
AI Engineering & Designing Machine Learning Systems
Work & updates →Hands-on agent examples and tutorials for building useful AI workflows.
ai-agents-masterclass · ottomator-agents
Work & updates →Node-based workflows for assembling and running generative image and media pipelines.
ComfyUI
Work & updates →A compact research agent combining search, scraping and iterative investigation.
deep-research
Work & updates →Web search and extraction infrastructure that supplies content to AI applications.
firecrawl
Work & updates →Curated examples and technical writing on machine learning in production.
applied-ml · open-llms
Work & updates →Resources for studying deep learning and evaluating abstraction and reasoning.
ARC-AGI · deep-learning-with-python-notebooks
Work & updates →Local inference and tensor computation that make language models accessible on everyday hardware.
llama.cpp · ggml
Work & updates →Applied guidance for evaluating AI systems and improving AI product quality.
AI evaluation essays
Work & updates →Composable frameworks for building agents and managing their execution state.
langchain · langgraph
Work & updates →Small AI applications for generating interfaces and assisting developer workflows.
llamacoder · aicommits
Work & updates →Practical tooling for fine-tuning language models and experimenting with reinforcement learning.
LLaMA-Factory · EasyR1
Work & updates →Validated, structured responses from language models using Python and Pydantic.
instructor
Work & updates →Practical deep-learning libraries and teaching materials built around working examples.
fastai · fastbook
Work & updates →Data ingestion, retrieval and agent workflows for applications built on language models.
llama_index
Work & updates →Python tools for building Model Context Protocol servers, clients and applications.
fastmcp
Work & updates →Controllable image generation with spatial conditioning for diffusion models.
ControlNet
Work & updates →Readable PyTorch implementations of vision transformers and diffusion models.
vit-pytorch · denoising-diffusion-pytorch
Work & updates →An open-source chat interface for experimenting with AI assistants.
chatbot-ui
Work & updates →Local language-model interfaces for chat, inference and experimentation.
text-generation-webui
Work & updates →A terminal-based coding assistant that works with existing projects and version control.
aider
Work & updates →Step-by-step implementations that explain how language models are built and trained.
LLMs-from-scratch · machine-learning-book
Work & updates →Public notes and learning resources on language models and AI engineering.
ai-notes
Work & updates →Chinese text embeddings and text-correction tools for language applications.
text2vec · pycorrector
Work & updates →Tools for running language models from the command line and exploring structured data.
llm · datasette
Work & updates →Web crawling and content extraction designed for language-model applications.
crawl4ai
Work & updates →Open-source infrastructure for coding agents and automated software-development workflows.
OpenHands
Work & updates →Experimental agent projects exploring task planning, functions and autonomous workflows.
babyagi · ditto
Work & updates →