Harbor is a framework for running agent evaluations and creating and using RL environments.

Tongyi Deep Research, the Leading Open-source Deep Research Agent

My learning notes for ML SYS.

A comprehensive framework for benchmarking single and multi-agent systems across a wide range of tasks—evaluating performance, accuracy, and efficiency with built-in visualization and tool integrat…

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

A live stream development of RL tunning for LLM agents

This is the official repository for The Hundred-Page Language Models Book by Andriy Burkov

Awesome MCP Servers - A curated list of Model Context Protocol servers

AgentSociety: Large-scale Social Simulation to Understand Human Behaviors and Society through LLM-driven Agents

Awesome LLM compression research papers and tools.

Cross-platform, customizable ML solutions for live and streaming media.

Solve puzzles. Learn CUDA.

Seamlessly integrate state-of-the-art transformer models into robotics stacks

Large Language Model (LLM) Systems Paper List

📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉

Code examples and jupyter notebooks for the Cohere Platform

Machine Learning Systems

Unlock your displays on your Mac! Flexible HiDPI scaling, XDR/HDR extra brightness, virtual screens, DDC control, extra dimming, PIP/streaming, EDID override and lots more!

A collection of 150+ surveys on LLMs

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

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

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

[NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333

Co-LLM: Learning to Decode Collaboratively with Multiple Language Models

lightweight, standalone C++ inference engine for Google's Gemma models.