Daniel Han

LLM serving engine for high-throughput, memory-efficient inference

Starred by

Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n),

Tobi Lutke(Cofounder of Shopify), and

26 more.

vllm by vllm-project

1.0%

54k

RL library for training LLM agents via GRPO

Starred by

Lewis Tunstall(Researcher at Hugging Face),

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems), and

2 more.

ART by OpenPipe

26.4%

created 4 months ago

updated 19 hours ago

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems) and

Michael Han(Cofounder of Unsloth).

synthetic-data-kit by meta-llama

1.6%

Synthetic data CLI tool for LLM fine-tuning

created 4 months ago

Starred by

Jane Manchun Wong(Security Researcher; Tech Blogger),

Bob van Luijt(Cofounder of Weaviate), and

8 more.

void by voideditor

Open-source code editor alternative

26k

created 10 months ago

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems) and

Bob van Luijt(Cofounder of Weaviate).

airweave by airweave-ai

Semantic MCP server for AI agents

created 7 months ago

Starred by

Tobi Lutke(Cofounder of Shopify),

Jeffrey Morgan(Cofounder of Ollama), and

22 more.

ollama by ollama

CLI tool for running LLMs locally

148k

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems).

Kiln by Kiln-AI

AI prototyping and dataset collaboration tool

updated 13 hours ago

memory by facebookresearch

Reference implementation for memory layers research paper

343

created 8 months ago

updated 7 months ago

Starred by

Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n),

Nat Friedman(Former CEO of GitHub), and

31 more.

llama.cpp by ggml-org

C/C++ library for local LLM inference

84k

Starred by

David Cournapeau(Author of scikit-learn),

Stas Bekman(Author of Machine Learning Engineering Open Book; Research Engineer at Snowflake), and

3 more.

lectures by gpu-mode

Lecture series for GPU-accelerated computing

Fast serving framework for LLMs and vision language models

Starred by

Elie Bursztein(Cybersecurity Lead at Google DeepMind),

Philipp Schmid(DevRel at Google DeepMind), and

17 more.

sglang by sgl-project

1.1%

16k

updated 11 hours ago

Starred by

Ross Taylor(Cofounder of General Reasoning; Creator of Papers with Code),

Nathan Lambert(AI Researcher at AI2), and

3 more.

open-instruct by allenai

Training codebase for instruction-following language models

Starred by

Tim J. Baek(Founder of Open WebUI),

Michael Han(Cofounder of Unsloth), and

14 more.

bitsandbytes by bitsandbytes-foundation

PyTorch library for k-bit quantization, enabling accessible LLMs

created 4 years ago

updated 3 days ago

Starred by

Tobi Lutke(Cofounder of Shopify),

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

updated 4 days ago

Starred by

Samuel Colvin(Author of Pydantic, Pydantic Logfire, PydanticAI),

Taranjeet Singh(Cofounder of Mem0), and

3 more.

patchwork by patched-codes

CLI tool for enterprise workflow automation using agentic AI

AI agent memory layer for personalized interactions

updated 3 months ago

Starred by

Zhiqiang Xie(Author of SGLang),

Joe Walnes(Head of Experimental Projects at Stripe), and

8 more.

mem0 by mem0ai

0.8%

38k

updated 23 hours ago

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems).

textgrad by zou-group

Autograd engine for textual gradients, enabling LLM-driven optimization

CLI tool for LLM prompt/agent/RAG testing and red-teaming

Starred by

Travis Fischer(Founder of Agentic),

Philipp Schmid(DevRel at Google DeepMind), and

8 more.

promptfoo by promptfoo

1.4%

updated 11 hours ago

Starred by

Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n),

Georgios Konstantopoulos(CTO, General Partner at Paradigm), and

6 more.

ThunderKittens by HazyResearch

CUDA kernel framework for fast deep learning primitives

Model quantizer for fast, accurate post-training quantization, skipping calibration

updated 3 days ago

Starred by

Omar Sanseviero(DevRel at Google DeepMind).

hqq by mobiusml

0.5%

855

updated 5 days ago

Starred by

Tim J. Baek(Founder of Open WebUI),

Michael Han(Cofounder of Unsloth), and

2 more.

giskard by Giskard-AI

Open-source testing framework for AI & LLM systems

created 3 years ago

updated 3 weeks ago

Starred by

Tim J. Baek(Founder of Open WebUI) and

Michael Han(Cofounder of Unsloth).

hackingBuddyGPT by ipa-lab

4.9%

710

LLM agentic framework for security researchers/pen-testers

Self-hosted AI platform for local LLM deployment

updated 3 weeks ago

Starred by

Tobi Lutke(Cofounder of Shopify),

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

RAG LLM Ops app for simplified deployment and testing

Starred by

Tim J. Baek(Founder of Open WebUI) and

Michael Han(Cofounder of Unsloth).

dialog by talkdai

1.5%

407

updated 7 months ago

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems),

Tim J. Baek(Founder of Open WebUI), and

1 more.

llmware by llmware-ai

Framework for enterprise RAG pipelines using small, specialized models

14k

Starred by

Omar Sanseviero(DevRel at Google DeepMind),

Michael Han(Cofounder of Unsloth), and

5 more.

marqo by marqo-ai

End-to-end vector search engine for text and images

created 3 years ago

Starred by

Peter Norvig(Author of Artificial Intelligence: A Modern Approach; Research Director at Google),

Didier Lopes(Founder of OpenBB), and

14 more.

llm.c by karpathy

LLM training in pure C/CUDA, no PyTorch needed

27k

Fast CIFAR-10 training benchmarks

cifar10-airbench by KellerJordan

1.1%

274

Researcher's toolbench for GPT model exploration

updated 2 weeks ago

Starred by

George Hotz(Author of tinygrad; Founder of the tiny corp, comma.ai).

hlb-gpt by tysam-code

349

Agent for automated software engineering (NeurIPS 2024)

Starred by

Michael Truell(Cofounder of Cursor),

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems), and

13 more.

SWE-agent by SWE-agent

0.5%

17k

Minimal code for running and finetuning a 7B transformer model

updated 2 days ago

hackathon by mistralai-sf24

447

AI platform for software development agents

Starred by

Michael Truell(Cofounder of Cursor),

Georgios Konstantopoulos(CTO, General Partner at Paradigm), and

16 more.

OpenHands by All-Hands-AI

0.7%

61k

Training script for LLMs using QLoRA + FSDP

updated 12 hours ago

Starred by

Jeff Hammerbacher(Cofounder of Cloudera),

Calvin French-Owen(Coounder of Segment), and

2 more.

fsdp_qlora by AnswerDotAI

0.3%

updated 8 months ago

GaLore by jiaweizzhao

Memory-efficient training for large language models via gradient low-rank projection

updated 9 months ago

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), and

41 more.

transformers by huggingface

ML library for pretrained model inference and training

148k

Starred by

Carol Willing(Core Contributor to CPython, Jupyter),

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems), and

6 more.

minbpe by karpathy

Minimal BPE encoder/decoder for LLM tokenization

10k

Local AI assistant for offline LLM use

Starred by

Tobi Lutke(Cofounder of Shopify),

Omar Sanseviero(DevRel at Google DeepMind), and

6 more.

jan by menloresearch

0.5%

35k

Unified fine-tuning tool for 100+ LLMs & VLMs (ACL 2024)

Starred by

Lysandre Debut(Chief Open-Source Officer at Hugging Face),

Calvin French-Owen(Coounder of Segment), and

8 more.

LLaMA-Factory by hiyouga

0.8%

55k

Library for transformer RL

updated 3 days ago

Starred by

Tim J. Baek(Founder of Open WebUI),

Michael Han(Cofounder of Unsloth), and

14 more.

trl by huggingface

0.9%

15k

created 5 years ago

updated 19 hours ago

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems),

Elie Bursztein(Cybersecurity Lead at Google DeepMind), and

9 more.

open_llama by openlm-research

0.0%

Open-source reproduction of LLaMA models

updated 2 years ago

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems),

Travis Fischer(Founder of Agentic), and

4 more.

cleanlab by cleanlab

Data-centric AI package for ML with messy data

11k

created 7 years ago

updated 3 weeks ago

Starred by

Jerry Tworek(VP of Research at OpenAI) and

Amanpreet Singh(Cofounder of Contextual AI).

RAdam by LiyuanLucasLiu

0.0%

Optimizer for neural network training, addressing adaptive learning rate variance

updated 4 years ago

Starred by

Aravind Srinivas(Cofounder of Perplexity),

Simon Willison(Author of Django), and

9 more.

gpt-2 by openai

Code for research paper "Language Models are Unsupervised Multitask Learners"

24k

SDK for rapidly building interactive data apps

updated 11 months ago

Starred by

Hiroshi Shibata(Core Contributor to Ruby),

Samuel Colvin(Author of Pydantic, Pydantic Logfire, PydanticAI), and

12 more.

streamlit by streamlit

0.3%

41k

updated 18 hours ago

Starred by

Aravind Srinivas(Cofounder of Perplexity),

Lewis Tunstall(Researcher at Hugging Face), and

10 more.

bert by google-research

TensorFlow code and pre-trained models for BERT

39k

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Simon Willison(Author of Django), and

1 more.

hnswlib by nmslib

Header-only C++ library for fast approximate nearest neighbors

created 8 years ago

ANN benchmarks for approximate nearest neighbor search algorithms

Starred by

Travis Fischer(Founder of Agentic),

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems), and

8 more.

ann-benchmarks by erikbern

0.3%

created 10 years ago

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Aravind Srinivas(Cofounder of Perplexity), and

21 more.

faiss by facebookresearch

Starred by

Aravind Srinivas(Cofounder of Perplexity),

shadcn(Author of shadcn/ui), and

11 more.

ML-From-Scratch by eriklindernoren

ML model implementations from scratch, focused on accessibility

27k

created 8 years ago

Tool for visualizing language differences across document types

Starred by

Jeff Hammerbacher(Cofounder of Cloudera).

scattertext by JasonKessler

created 9 years ago

updated 3 months ago

Starred by

Travis Fischer(Founder of Agentic),

Lewis Tunstall(Researcher at Hugging Face), and

9 more.

umap by lmcinnes

Dimension reduction technique for visualization and general non-linear reduction

created 8 years ago

Starred by

Boris Cherny(Creator of Claude Code; MTS at Anthropic),

Andrey Vasnetsov(Cofounder of Qdrant), and

11 more.

awesome-machine-learning by josephmisiti

Curated list of ML frameworks, libraries, and software

69k

created 11 years ago

Starred by

Peter Norvig(Author of Artificial Intelligence: A Modern Approach; Research Director at Google),

Aravind Srinivas(Cofounder of Perplexity), and

44 more.

tensorflow by tensorflow

191k

Open-source ML framework

created 9 years ago

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Jeff Hammerbacher(Cofounder of Cloudera), and

12 more.

examples by pytorch