tangzhy's starred repositories
mathematics_dataset
This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.
pytorch_influence_functions
This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.
awesome-active-learning
Everything you need about Active Learning (AL).
transformers-bloom-inference
Fast Inference Solutions for BLOOM
Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
ML-Papers-of-the-Week
🔥Highlighting the top ML papers every week.
Awesome-Chinese-LLM
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
BIG-Bench-Hard
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
self-refine
LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
tree-of-thought-llm
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
chain-of-thought-hub
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting