dbdusgur95

Explains the basic principles of large language models like ChatGPT, focusing on theory.

arigaram

Understanding the Fundamental Principles of Large Language Models (LLMs)

llm성능평가및튜닝

chatGPT

chatgpt

생성형AI

생성형ai

입문

초급

중급이상

자연어처리(Natural Language Processing)

챗지피티

ChatGPT

대규모 언어 모델

[Basic] Understanding Generative Artificial Intelligence

[Advanced] 'Understanding Generative Artificial Intelligence' Advanced

[Practice] 3. 'Understanding Generative AI' Practice

[Basic] Deep Understanding of Language Model Principles

[Practice] 'Deep Understanding of Language Model Principles' Practice

[Basic] Autoregressive Model vs. Self-Attention Model

[Advanced] 'Autoregressive Model vs. Self-Attention Model' Advanced

[Practice] 'Autoregressive Model vs. Self-Attention Model' Practice

[Advanced] Transformer Architecture

[Practice] 'Transformer Architecture' Practice --> Input and Representation

(Publishing in progress) [Hands-on] 'Transformer Architecture' Practice --> Understanding and Implementing Attention --> Theory and Implementation of Scaled Dot Product Attention

[Practice] 'Transformer Architecture' Practice --> Understanding and Implementing Attention --> Others

[Practice] 'Transformer Architecture' Practice --> Transformer Block Components

[Practice] 'Transformer Architecture' Practice --> Transformer Overall Architecture

[Practice] 'Transformer Architecture' Practice --> Pre-trained Models and Applications

[Advanced] Comparison of Open-Source LLM and Closed-Source LLM

[Practice] 'Comparison of Open-Source LLM and Closed-Source LLM' Practice

[Basic] Understanding Fundamental Concepts Related to LLM Training

[Advanced] Understanding Basic Concepts Related to LLM Training - Advanced

(Publishing in progress) [Hands-on] 'Understanding Basic Concepts Related to LLM Training' Hands-on

(Publishing in Progress) [Basic] Understanding the Complete Process of LLM Development

[Advanced] 'Understanding the Complete LLM Development Process' Advanced

[Practice] 'Understanding the Complete LLM Development Process' Practice (Python + Google Colab)

[Basic] Detailed LLM Training Process

[Advanced] 'Detailed LLM Training Process' Advanced

[Practice] 'LLM Training Process Details' Practice

[Basic] LLM Evaluation Methods

[Advanced] 'LLM Evaluation Methods' Advanced

[Practice] 'LLM Evaluation Methods' Practice

[Basic] LLM Lightweight

[Advanced] 'LLM Optimization' Advanced

[Hands-on] 'LLM Optimization' Hands-on Practice

[Advanced] Ethical Considerations and Responsible AI for LLMs

[Practice] 'Ethical Considerations of LLMs and Responsible AI' Practice

[Advanced] LLM Applications and Deployment Strategies

[Practice] 'LLM Application and Deployment Strategy' Practice

[Advanced] Current State of Latest LLM Technology

[Practice] 'Latest LLM Technology Trends' Practice

[Advanced] Latest LLM Research Trends and Future Prospects

[Practice] 'Latest LLM Research Trends and Future Prospects' Practice

[Advanced] Practical Applications of Generative Artificial Intelligence

[Practice] 'Practical Application of Generative AI' Practice

[Advanced] Guide to Small-Scale Practice and Project-Based Learning Methods

[Practice] 'Small-scale Practice and Project-based Learning Method Guide' Practice