owj0421 / Generative-AI-with-LLMs-Kor

Korean translation of the assignment for coursera course on "Generative AI with Large Language Models".

Generative AI with LLMs(ko)

2023. 12. 16 : End of Update

🤗 Course Information

Coursera의 Generative AI with LLMs 과제를 한국어로 번역한 버전입니다. 또한 AWS환경이 아닌, Colab환경에서도 실행할 수 있도록 일부 코드를 수정하였습니다. 부자연스러운 번역이 있을수 있으며, 수정은 Issue를 통해 전달해주시면 반영하도록 하겠습니다.

📚 Assignment Information

Week	Topic
1	- Transformer Architecture - Prompt Engineering - Generative AI Project Lifecycle - Pre-training LLMs
2	- Instruction Fine-Tuning - Model Evaluation and Benchmarks - Parameter Efficient Fine-Tuning(PEFT) - LoRA and Soft Prompts
3	- Reinforcement Learning from Human Feedback (RLHF) - Proximal Policy Optimization - Model optimization for deployment - LLM application architecture