Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

A guidance language for controlling large language models.

Natural Language Processing Tutorial for Deep Learning Researchers

llama3 implementation one matrix multiplication at a time

A Unified Library for Parameter-Efficient and Modular Transfer Learning

Doing simple retrieval from LLM models at various context lengths to measure accuracy

꼼꼼한 딥러닝 논문 리뷰와 코드 실습

A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.

BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.

KLUE 데이터를 활용한 HuggingFace Transformers 튜토리얼

This is a Korean OCR Python code using the Pororo library

1-Click is all you need.

Implementation of local differential privacy mechanisms in Python language.

O'Reilly <머신러닝 디자인 패턴 Machine Learning Design Patterns> 소스코드 저장소

This is a hands-on for ML beginners to perform SimCSE step-by-step. Implemented both supervised SimCSE and unsupervisied SimCSE, and distributed training is possible with Amazon SageMaker.

(NeurIPS 2023 workshop on SoLaR) Korean Multi-task Text Dataset for Classifying Biased Speech in Real-World Online Services

Codebase the paper "The Remarkable Robustness of LLMs: Stages of Inference?"

Miscellaneous codes and writings for MLOps

Enhanced Facet Generation with LLM Editing (LREC-COLING 2024)