Hoyeon Chang's repositories
Stanford-CS231n-2021Spring-Assignments
My solutions for the assignments of CS231n course(2021 Spring) of Stanford university
duemoo.github.io
Duemoo's github page
text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
trl-pretrain
Train transformer language models with reinforcement learning.
atlas
Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)
BERT-pytorch
Google AI 2018 BERT pytorch implementation
ChangLab-Tutorial-Project
Source Codes for tutorial projects in ChangLab
covidfact
Data and code for the paper COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic.
CrossAug
Code for "CrossAug: A Contrastive Data Augmentation Method for Debiasing Fact Verification Models"
dotfiles
dotfile settings that I use.
Duemoo
Config files for my GitHub profile.
MSMARCO-Passage-Ranking
MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, and passage ranking. A variant of this task will be the part of TREC and AFIRM 2019. For Updates about TREC 2019 please follow This Repository Passage Reranking task Task Given a query q and a the 1000 most relevant passages P = p1, p2, p3,... p1000, as retrieved by BM25 a succeful system is expected to rerank the most relevant passage as high as possible. For this task not all 1000 relevant items have a human labeled relevant passage. Evaluation will be done using MRR
OLMo
Modeling, training, eval, and inference code for OLMo
pixel
Research code for pixel-based encoders of language (PIXEL)
Puzzle-bubble
Puzzle bubble game using OpenGL
rethink-rlhf
A modular RL library to fine-tune language models to human preferences
RLSF
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
strassen-matrix-multiplication
C++ implementation of Strassen's matrix multiplication algorithm
stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
TinyLlama-Distill
The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.