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A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

A Multi-threaded Implementation of AlphaZero (C++)

Scalable toolkit for efficient model reinforcement

A high-throughput and memory-efficient inference and serving engine for LLMs

Convolutional Neural Network with CUDA (MNIST 99.23%)

Deep Reinforcement Learning Notes

A mini Unix-Like OS kernel

Reinforcement Learning for WeChat Jump

A Simple Scripting Language

Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)

Prisma

A DHT Crawler based on Goroutine

A Web Server designed with Reactor I/O Model

Deep Learning Notes

Trading Robot based on LSTM-PPO

A curated list of reinforcement learning with human feedback resources (continually updated)

📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.

Homepage

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

LeetCode & LintCode

Ring attention implementation with flash attention

No description.

verl: Volcano Engine Reinforcement Learning for LLMs

FlashInfer: Kernel Library for LLM Serving

No description.

🎓 Unofficial LaTeX templates for your graduate thesis (both master's theses and doctoral dissertations) at National Taiwan University. 國立臺灣大學碩博士學位論文 LaTeX 模板

Reinforcement Learning for Street Fighter III: 3rd Strike

Reinforcement Learning Library