Projects Recently Starred by Experts

Starred 12 hours ago by

Jesse Clark(Cofounder of Marqo). Also starred by

Amin Ahmad(Cofounder of Vectara),

Woosuk Kwon(Coauthor of vLLM),

Jeff Hammerbacher(Cofounder of Cloudera), and

17 more.

verl by verl-project

0.5%

22k

RL training library for LLMs

Flexible RL algorithms via hybrid-controller programming model.
Seamless LLM infra integration with FSDP, Megatron-LM, vLLM, SGLang.
Efficient actor model resharding with 3D-HybridEngine.
Supports PPO, GRPO, ReMax, REINFORCE++, RLOO, PRIME, DAPO, DrGRPO.

Created 1 year ago

Updated 9 hours ago

Starred 14 hours ago by

Eric Zhu(Coauthor of AutoGen; Research Scientist at Microsoft Research). Also starred by

Eric Zhang(Founding Engineer at Modal),

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

Jeremy Howard(Cofounder of fast.ai), and

11 more.

slime by THUDM

5.8%

LLM post-training framework for RL scaling

Enables efficient training via Megatron integration with SGLang.
Supports flexible data generation workflows via custom interfaces.
Includes HF checkpoint conversion to Megatron's torch_dist format.

Created 1 year ago

Updated 9 hours ago

Starred 21 hours ago by

Kent Dodds(Cofounder of Remix). Also starred by

Steve Sewell(Founder of Builder.io).

agent-native by BuilderIO

32.4%

Build agent-native applications with deeply integrated UIs and autonomous agents

Seamlessly connect UIs and agents, sharing state and database for bidirectional control and context awareness.
Enables self-improving applications where agents can modify features, fix bugs, and refine the UI over time.
Develop production-grade SaaS apps from cloneable templates, offering full ownership and customization without vendor lock-in.
Supports diverse AI models, any SQL database, and agent-to-agent communication for flexible, extensible systems.

Created 3 months ago

Updated 8 hours ago

Starred 1 day ago by

Pawel Garbacki(Cofounder of Fireworks AI). Also starred by

Dan Abramov(Core Contributor to React; Coauthor of Redux, Create React App) and

Jared Palmer(SVP at GitHub; Founder of Turborepo; Author of Formik, TSDX).

next-evals-oss by vercel

0.7%

274

AI agentic framework for Next.js coding evaluations

Tests AI models on generating and refactoring Next.js codebases.
Employs structured prompts and Vitest assertions within self-contained Next.js projects.
Automated runner efficiently manages new evals and models, skipping completed tasks.
Covers diverse Next.js features: routing, data fetching, server actions, and middleware.

Created 8 months ago

Updated 3 days ago

Starred 1 day ago by

Eric Zhang(Founding Engineer at Modal). Also starred by

Lianmin Zheng(Coauthor of SGLang, vLLM),

Zhiqiang Xie(Coauthor of SGLang),

Ying Sheng(Coauthor of SGLang), and

1 more.

SpecForge by sgl-project

5.6%

963

Train speculative decoding models for faster inference

Supports online and offline training modes for flexibility.
Seamlessly integrates with SGLang for optimized serving.
Enables customization of training arguments, chat templates, and models.
Offers tensor parallelism and FSDP for large-scale training.

Created 1 year ago

Updated 14 hours ago

Starred 1 day ago by

Jeff Hammerbacher(Cofounder of Cloudera). Also starred by

Théophile Gervet(Cofounder of Genesis AI),

Jason Knight(Director AI Compilers at NVIDIA; Cofounder of OctoML),

Simon Mo(Core Maintainer of vLLM), and

6 more.

lingua by facebookresearch

0.0%

LLM research codebase for training and inference

Minimal PyTorch library; enables end-to-end training, evaluation.
Supports data parallelism, FSDP, model parallelism, activation checkpointing, float8.
Includes tooling for profiling MFU/HFU, memory usage, checkpoint management.
Provides example SLURM scripts for distributed training and evaluation.

Created 1 year ago

Updated 11 months ago

Starred 1 day ago by

Stas Bekman(Author of "Machine Learning Engineering Open Book"; Research Engineer at Snowflake). Also starred by

Woosuk Kwon(Coauthor of vLLM),

Wu Yuxin(Cofounder of Moonshot AI),

Roy Frostig(Coauthor of JAX; Research Scientist at Google DeepMind), and

20 more.

ml-engineering by stas00

0.3%

18k

Open book for LLM/VLM training engineers

Methodologies, tools, and instructions for training/fine-tuning LLMs and multi-modal models.
Includes scripts and commands for quick solutions, plus debugging/testing tips.
Covers hardware (accelerators, storage, networking) and orchestration systems (SLURM).
Features guides for debugging PyTorch, using Slurm, and creating tiny models.

Created 5 years ago

Updated 1 day ago

Starred 2 days ago by

Luis Capelo(Cofounder of Lightning AI). Also starred by

Jeff Hammerbacher(Cofounder of Cloudera),

Woosuk Kwon(Coauthor of vLLM),

Zhiqiang Xie(Coauthor of SGLang), and

2 more.

uccl by uccl-project

1.1%

GPU collective communication library for ML workloads

Drop-in replacement for NCCL/RCCL, outperforming them in latency and throughput.
Employs software packet spraying across 256 paths to avoid network congestion.
Supports heterogeneous GPUs (Nvidia, AMD) and NIC vendors (Nvidia, AWS EFA, Broadcom).
Features advanced congestion control, efficient loss recovery, and Triton kernels.

Created 1 year ago

Updated 5 days ago

Starred 2 days ago by

Max Howell(Author of Homebrew). Also starred by

Li Jiang(Coauthor of AutoGen; Engineer at Microsoft).

Agent-Reach by Panniantong

16.0%

49k

AI agent internet access CLI tool

Enables AI agents to read and search Twitter, Reddit, YouTube, GitHub, and more, bypassing API fees and login requirements.
Integrates free semantic search and YouTube subtitle extraction, supporting text and video modalities for agents.
Pluggable architecture uses open-source tools like yt-dlp and bird CLI, compatible with various coding agents.
Provides zero-API-fee access to platforms often gated by paid APIs or complex configurations.

Created 4 months ago

Updated 10 hours ago

Starred 2 days ago by

Abubakar Abid(Cofounder of Gradio). Also starred by

Julien Chaumond(Cofounder of Hugging Face).

tau by huggingface

841.2%

480

Coding agent for terminal development and learning

Facilitates code analysis, editing, and execution using built-in tools and a TUI/CLI interface.
Integrates diverse LLM providers (OpenAI, Hugging Face, local) via a provider-neutral event stream.
Offers durable, inspectable JSONL sessions with resume and branching for persistent context.
Serves as a readable, minimalist example for understanding and building coding agent systems.

Created 3 weeks ago

Updated 8 hours ago

...