Kim DongWook's repositories
Agent4Rec
The implementation of paper "On Generative Agents in Recommendation"
beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
datascience-lab
Docker containers for Datascience
ddps
From torch ddp to hf ddp
error_analysis_excercise
Error Analysis 관련 자료
hydra-examples
hydra examples를 통한 hydra configuration에 대한 제대로된 이해
jigsaw4
Jigsaw Rate Severity of Toxic Comments
langchain
🦜🔗 Build context-aware reasoning applications
mlops-inference-stack
inference-stack for ml-pipeline
nlp-with-transformers
Natural Language Processing with Transformers 읽고 정리
pytorch-mps-tutorial
Mac에서 PyTorch로 모델 학습 및 추론하기
sequence-tagging
All about sequence tagging task with PLM.
simple-peft
Simple study of parameter efficient fine-tuning
the-algorithm
Source code for Twitter's Recommendation Algorithm
train_examples
다양한 train example script에 대한 정리
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
triton-tutorials
OpenAI Triton을 공부한 내용을 정리
unsloth
Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory (hot-fix)