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Chip Huyen

@chiphuyen

Author of AI Engineering, Designing Machine Learning Systems

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Starred Projects (670)

Starred by George Hotz George Hotz(Author of tinygrad; Founder of the tiny corp, comma.ai), Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), and
20 more.

mlx by ml-explore

0.5%
22k
Array framework for machine learning on Apple silicon
created 1 year ago
updated 15 hours ago
Starred by Donny Kang Donny Kang(Author of SWC; Maintainer of Turbopack), Dan Guido Dan Guido(Cofounder of Trail of Bits), and
1 more.

claude-squad by smtg-ai

6.0%
4k
Terminal app for managing multiple AI agents
created 4 months ago
updated 1 week ago
Starred by Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), George Hotz George Hotz(Author of tinygrad; Founder of the tiny corp, comma.ai), and
9 more.

TinyLlama by jzhang38

0.3%
9k
Tiny pretraining project for a 1.1B Llama model
created 1 year ago
updated 1 year ago
Starred by Tobi Lutke Tobi Lutke(Cofounder of Shopify), Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), and
12 more.

open-webui by open-webui

0.9%
105k
Self-hosted AI platform for local LLM deployment
created 1 year ago
updated 1 day ago
Starred by Carol Willing Carol Willing(Core Contributor to CPython, Jupyter), Georgios Konstantopoulos Georgios Konstantopoulos(CTO, General Partner at Paradigm), and
12 more.

llm by simonw

1.3%
9k
CLI tool and Python library for LLM interaction
created 2 years ago
updated 1 month ago
Starred by George Hotz George Hotz(Author of tinygrad; Founder of the tiny corp, comma.ai), Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), and
4 more.

TinyZero by Jiayi-Pan

0.2%
12k
Minimal reproduction of DeepSeek R1 Zero for countdown/multiplication tasks
created 6 months ago
updated 3 months ago
Starred by Tobi Lutke Tobi Lutke(Cofounder of Shopify), John Resig John Resig(Author of jQuery; Chief Software Architect at Khan Academy), and
6 more.

firecrawl by mendableai

1.9%
44k
API service for turning websites into LLM-ready data
created 1 year ago
updated 20 hours ago
Starred by Lewis Tunstall Lewis Tunstall(Researcher at Hugging Face), Robert Nishihara Robert Nishihara(Cofounder of Anyscale; Author of Ray), and
3 more.

verl by volcengine

2.4%
12k
RL training library for LLMs
created 9 months ago
updated 10 hours ago
Starred by Anton Bukov Anton Bukov(Cofounder of 1inch Network), Stas Bekman Stas Bekman(Author of Machine Learning Engineering Open Book; Research Engineer at Snowflake), and
8 more.

exo by exo-explore

0.3%
29k
AI cluster for running models on diverse devices
created 1 year ago
updated 4 months ago
Starred by Michael Han Michael Han(Cofounder of Unsloth), Sebastian Raschka Sebastian Raschka(Author of Build a Large Language Model From Scratch), and
5 more.

DeepSeek-R1 by deepseek-ai

0.1%
91k
Reasoning models research paper
created 6 months ago
updated 1 month ago
Starred by Peter Norvig Peter Norvig(Author of Artificial Intelligence: A Modern Approach; Research Director at Google), Eugene Yan Eugene Yan(AI Scientist at AWS), and
1 more.

aisuite by andrewyng

0.2%
12k
Unified interface for multiple generative AI providers
created 1 year ago
updated 2 days ago
Starred by Sebastian Raschka Sebastian Raschka(Author of Build a Large Language Model From Scratch), Omar Sanseviero Omar Sanseviero(DevRel at Google DeepMind), and
1 more.

SimpleTuner by bghira

0.6%
2k
Fine-tuning kit for diffusion models
created 2 years ago
updated 3 days ago
Starred by Patrick von Platen Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers), Jeff Hammerbacher Jeff Hammerbacher(Cofounder of Cloudera), and
5 more.

LoRA by microsoft

0.3%
12k
PyTorch library for low-rank adaptation (LoRA) of LLMs
created 4 years ago
updated 7 months ago
Starred by Patrick von Platen Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers), Simon Willison Simon Willison(Author of Django), and
8 more.

simple-evals by openai

0.4%
4k
Lightweight library for evaluating language models
created 1 year ago
updated 3 weeks ago
Starred by Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), Lianmin Zheng Lianmin Zheng(Author of SGLang), and
12 more.

gpt-fast by pytorch-labs

0.1%
6k
PyTorch text generation for efficient transformer inference
created 1 year ago
updated 3 months ago
Starred by Jiayi Pan Jiayi Pan(Author of SWE-Gym; AI Researcher at UC Berkeley), Thomas Wolf Thomas Wolf(Cofounder of Hugging Face), and
2 more.

levanter by stanford-crfm

0.5%
628
Framework for training foundation models with JAX
created 3 years ago
updated 17 hours ago
Starred by Didier Lopes Didier Lopes(Founder of OpenBB), Jared Palmer Jared Palmer(Ex-VP of AI at Vercel; Founder of Turborepo; Author of Formik, TSDX), and
10 more.

sentence-transformers by UKPLab

0.2%
17k
Framework for text embeddings, retrieval, and reranking
created 6 years ago
updated 3 days ago
Starred by Lewis Tunstall Lewis Tunstall(Researcher at Hugging Face), Patrick von Platen Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers), and
4 more.

torchtune by pytorch

0.2%
5k
PyTorch library for LLM post-training and experimentation
created 1 year ago
updated 23 hours ago
Starred by Peter Norvig Peter Norvig(Author of Artificial Intelligence: A Modern Approach; Research Director at Google), Didier Lopes Didier Lopes(Founder of OpenBB), and
14 more.

llm.c by karpathy

0.2%
27k
LLM training in pure C/CUDA, no PyTorch needed
created 1 year ago
updated 1 month ago
Starred by John Resig John Resig(Author of jQuery; Chief Software Architect at Khan Academy), Shawn Wang Shawn Wang(Editor of Latent Space), and
2 more.

ollama-js by ollama

0.4%
4k
JS SDK for Ollama
created 1 year ago
updated 3 weeks ago
Starred by Stas Bekman Stas Bekman(Author of Machine Learning Engineering Open Book; Research Engineer at Snowflake) and Phil Wang Phil Wang(Prolific Research Paper Implementer).

tokenmonster by alasdairforsythe

0.7%
594
Subword tokenizer and vocabulary trainer for multiple languages
created 2 years ago
updated 1 year ago
Starred by George Hotz George Hotz(Author of tinygrad; Founder of the tiny corp, comma.ai), Fabian Hedin Fabian Hedin(Cofounder of Lovable), and
11 more.

grok-1 by xai-org

0.1%
50k
JAX example code for loading and running Grok-1 open-weights model
created 1 year ago
updated 11 months ago
Starred by Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), Tim J. Baek Tim J. Baek(Founder of Open WebUI), and
4 more.

gemma.cpp by google

0.1%
7k
C++ inference engine for Google's Gemma models
created 1 year ago
updated 22 hours ago
Starred by George Hotz George Hotz(Author of tinygrad; Founder of the tiny corp, comma.ai), Anton Bukov Anton Bukov(Cofounder of 1inch Network), and
15 more.

tinygrad by tinygrad

0.1%
30k
Minimalist deep learning framework for education and exploration
created 4 years ago
updated 14 hours ago
Starred by Tobi Lutke Tobi Lutke(Cofounder of Shopify), Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), and
17 more.

unsloth by unslothai

1.0%
43k
Finetuning tool for LLMs, targeting speed and memory efficiency
created 1 year ago
updated 4 days ago
Starred by Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), Anil Dash Anil Dash(Former CEO of Glitch), and
14 more.

llamafile by Mozilla-Ocho

0.2%
23k
Single-file LLM distribution and runtime via `llama.cpp` and Cosmopolitan Libc
created 1 year ago
updated 1 month ago
Starred by Ross Taylor Ross Taylor(Cofounder of General Reasoning; Creator of Papers with Code), Daniel Han Daniel Han(Cofounder of Unsloth), and
3 more.

open-instruct by allenai

0.2%
3k
Training codebase for instruction-following language models
created 2 years ago
updated 9 hours ago
Starred by George Hotz George Hotz(Author of tinygrad; Founder of the tiny corp, comma.ai), Shawn Wang Shawn Wang(Editor of Latent Space), and
8 more.

mamba by state-spaces

0.4%
16k
Mamba SSM architecture for sequence modeling
created 1 year ago
updated 2 weeks ago
Starred by Tobi Lutke Tobi Lutke(Cofounder of Shopify), Stas Bekman Stas Bekman(Author of Machine Learning Engineering Open Book; Research Engineer at Snowflake), and
20 more.

guidance by guidance-ai

0.1%
21k
Guidance is a programming paradigm for steering LLMs
created 2 years ago
updated 22 hours ago
Starred by Tobi Lutke Tobi Lutke(Cofounder of Shopify), Boris Cherny Boris Cherny(Creator of Claude Code; MTS at Anthropic), and
8 more.

marvin by PrefectHQ

0.3%
6k
Python framework for agentic AI workflows
created 2 years ago
updated 1 week ago
Starred by Peter Norvig Peter Norvig(Author of Artificial Intelligence: A Modern Approach; Research Director at Google), Michael Han Michael Han(Cofounder of Unsloth), and
14 more.

open-interpreter by openinterpreter

0.1%
60k
Natural language interface for computers
created 2 years ago
updated 4 days ago
Starred by Jared Palmer Jared Palmer(Ex-VP of AI at Vercel; Founder of Turborepo; Author of Formik, TSDX) and Simon Willison Simon Willison(Author of Django).

mpt-30B-inference by abacaj

0%
575
CPU inference code for MPT-30B
created 2 years ago
updated 2 years ago
Starred by Boris Cherny Boris Cherny(Creator of Claude Code; MTS at Anthropic), Nat Friedman Nat Friedman(Former CEO of GitHub), and
20 more.

aider by Aider-AI

0.8%
36k
AI pair programming in your terminal
created 2 years ago
updated 2 weeks ago
Starred by Jiayi Pan Jiayi Pan(Author of SWE-Gym; AI Researcher at UC Berkeley), Zhuohan Li Zhuohan Li(Author of vLLM), and
5 more.

EasyLM by young-geng

0.2%
2k
LLM training/finetuning framework in JAX/Flax
created 2 years ago
updated 11 months ago
Starred by Bojan Tunguz Bojan Tunguz(AI Scientist; Formerly at NVIDIA), Mckay Wrigley Mckay Wrigley(Founder of Takeoff AI), and
7 more.

ggml by ggml-org

0.3%
13k
Tensor library for machine learning
created 2 years ago
updated 3 days ago
Starred by Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), Jiayi Pan Jiayi Pan(Author of SWE-Gym; AI Researcher at UC Berkeley), and
15 more.

flash-attention by Dao-AILab

0.7%
19k
Fast, memory-efficient attention implementation
created 3 years ago
updated 14 hours ago
Starred by Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), Phil Wang Phil Wang(Prolific Research Paper Implementer), and
3 more.

vit-pytorch by lucidrains

0.2%
24k
PyTorch library for Vision Transformer variants and related techniques
created 4 years ago
updated 6 days ago
Starred by Patrick von Platen Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers), Toran Bruce Richards Toran Bruce Richards(Founder of AutoGPT), and
6 more.

stable-dreamfusion by ashawkey

0.1%
9k
Text-to-3D model using NeRF and diffusion
created 2 years ago
updated 1 year ago
Starred by Jeff Hammerbacher Jeff Hammerbacher(Cofounder of Cloudera), Jared Palmer Jared Palmer(Ex-VP of AI at Vercel; Founder of Turborepo; Author of Formik, TSDX), and
1 more.

prompt-engine by microsoft

0.0%
3k
NPM library for LLM prompt engineering
created 3 years ago
updated 2 years ago
Starred by Boris Cherny Boris Cherny(Creator of Claude Code; MTS at Anthropic), Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), and
18 more.

whisper by openai

0.4%
86k
Speech recognition model for multilingual transcription/translation
created 2 years ago
updated 1 month ago
Starred by Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), Anton Troynikov Anton Troynikov(Cofounder of Chroma), and
19 more.

llama_index by run-llama

0.3%
43k
Data framework for building LLM-powered agents
created 2 years ago
updated 15 hours ago
Starred by Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), Jeff Hammerbacher Jeff Hammerbacher(Cofounder of Cloudera), and
20 more.

diffusers by huggingface

0.3%
30k
PyTorch/Flax library for diffusion model research and applications
created 3 years ago
updated 12 hours ago
Starred by Tobi Lutke Tobi Lutke(Cofounder of Shopify), Patrick von Platen Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers), and
12 more.

axolotl by axolotl-ai-cloud

0.6%
10k
CLI tool for streamlined post-training of AI models
created 2 years ago
updated 21 hours ago
Starred by Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), Tobi Lutke Tobi Lutke(Cofounder of Shopify), and
26 more.

vllm by vllm-project

1.0%
54k
LLM serving engine for high-throughput, memory-efficient inference
created 2 years ago
updated 10 hours ago
Starred by Travis Fischer Travis Fischer(Founder of Agentic), Patrick von Platen Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers), and
8 more.

LLaVA by haotian-liu

0.2%
23k
Multimodal assistant with GPT-4 level capabilities
created 2 years ago
updated 11 months ago
Starred by Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), John Yang John Yang(Author of SWE-bench, SWE-agent), and
12 more.

stanford_alpaca by tatsu-lab

0.1%
30k
Instruction-following LLaMA model training and data generation
created 2 years ago
updated 1 year ago
Starred by Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), Carol Willing Carol Willing(Core Contributor to CPython, Jupyter), and
37 more.

langchain by langchain-ai

0.4%
113k
Framework for building LLM-powered applications
created 2 years ago
updated 21 hours ago
Starred by Dan Abramov Dan Abramov(Core Contributor to React), Patrick von Platen Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers), and
27 more.

stable-diffusion by CompVis

0.1%
71k
Latent text-to-image diffusion model
created 3 years ago
updated 1 year ago
Starred by Aravind Srinivas Aravind Srinivas(Cofounder of Perplexity), Stas Bekman Stas Bekman(Author of Machine Learning Engineering Open Book; Research Engineer at Snowflake), and
11 more.

DeepSpeed by deepspeedai

0.2%
40k
Deep learning optimization library for distributed training and inference
created 5 years ago
updated 21 hours ago
Starred by John Resig John Resig(Author of jQuery; Chief Software Architect at Khan Academy), Didier Lopes Didier Lopes(Founder of OpenBB), and
3 more.

evidently by evidentlyai

0.4%
6k
Open-source framework for ML/LLM observability
created 4 years ago
updated 1 day ago
Starred by Logan Kilpatrick Logan Kilpatrick(Product Lead on Google AI Studio), Stas Bekman Stas Bekman(Author of Machine Learning Engineering Open Book; Research Engineer at Snowflake), and
2 more.

catalyst by catalyst-team

0%
3k
PyTorch framework for accelerated deep learning R&D
created 7 years ago
updated 1 month ago
Starred by Hiroshi Shibata Hiroshi Shibata(Core Contributor to Ruby), Samuel Colvin Samuel Colvin(Author of Pydantic, Pydantic Logfire, PydanticAI), and
12 more.

streamlit by streamlit

0.3%
41k
SDK for rapidly building interactive data apps
created 6 years ago
updated 18 hours ago
Starred by Patrick von Platen Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers), Georgios Konstantopoulos Georgios Konstantopoulos(CTO, General Partner at Paradigm), and
11 more.

redis by redis

0.1%
70k
Redis is a versatile data structure server, cache, and query engine
created 16 years ago
updated 1 day ago
Starred by John Resig John Resig(Author of jQuery; Chief Software Architect at Khan Academy), Zhiqiang Xie Zhiqiang Xie(Author of SGLang), and
6 more.

milvus by milvus-io

0.4%
36k
Cloud-native vector database for scalable ANN search
created 5 years ago
updated 17 hours ago
Starred by Hiroshi Shibata Hiroshi Shibata(Core Contributor to Ruby), Jiayi Pan Jiayi Pan(Author of SWE-Gym; AI Researcher at UC Berkeley), and
26 more.

ray by ray-project

0.3%
38k
AI compute engine for scaling Python and AI applications
created 8 years ago
updated 12 hours ago
Starred by Stas Bekman Stas Bekman(Author of Machine Learning Engineering Open Book; Research Engineer at Snowflake), Lysandre Debut Lysandre Debut(Chief Open-Source Officer at Hugging Face), and
9 more.

pytext by facebookresearch

0.0%
6k
NLP framework (deprecated, migrate to torchtext)
created 7 years ago
updated 2 years ago
Starred by Lilian Weng Lilian Weng(Cofounder of Thinking Machines Lab), Andrej Karpathy Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), and
41 more.

transformers by huggingface

0.2%
148k
ML library for pretrained model inference and training
created 6 years ago
updated 10 hours ago
Starred by Boris Cherny Boris Cherny(Creator of Claude Code; MTS at Anthropic), Lysandre Debut Lysandre Debut(Chief Open-Source Officer at Hugging Face), and
3 more.

awesome-nlp by keon

0.1%
17k
Curated list of NLP resources
created 9 years ago
updated 1 year ago
Starred by Boris Cherny Boris Cherny(Creator of Claude Code; MTS at Anthropic), George Hotz George Hotz(Author of tinygrad; Founder of the tiny corp, comma.ai), and
10 more.

tqdm by tqdm

0.2%
30k
Progress bar for Python and CLI tools
created 10 years ago
updated 2 months ago
Starred by Peter Norvig Peter Norvig(Author of Artificial Intelligence: A Modern Approach; Research Director at Google), Aravind Srinivas Aravind Srinivas(Cofounder of Perplexity), and
44 more.

tensorflow by tensorflow

0.1%
191k
Open-source ML framework
created 9 years ago
updated 9 hours ago
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