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

[TMLR] A curated list of language modeling researches for code and related datasets.

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

A Survey on Large Language Model-Based Game Agents

Must-read Papers on LLM Agents.

Rigourous evaluation of LLM-synthesized code - NeurIPS 2023

The MiBench testsuite, extended for use in general embedded environments

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

DPLL(T)-based Verification tool for DNNs

NumPy ufuncs and utilities.

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

Development repository for the Triton language and compiler

A Top-Down Profiler for GPU Applications

Trace Replay and Network Simulation Framework

A performance library for machine learning applications.

A beautiful, simple, clean, and responsive Jekyll theme for academics

Solve puzzles. Learn CUDA.

Transformer: PyTorch Implementation of "Attention Is All You Need"

Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616

The MLton repository

A formatter for Python files

[CVPR2021] Task-Aware Variational Adversarial Active Learning

System for AI Education Resource.

PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively Adapting Pretrained Language Models for Active Learning"