• 주요 LLM 모델들의 가격 표

  Generative AIDonghyuk Kim4/7/2025

  #LLM#Pricing

• 번역 AI 의 역사

  Natural Language ProcessingDonghyuk Kim4/5/2025

  #NLP#Translation#RNN#Transformer

• AI Agent Orchestration 개요

  Generative AIDonghyuk Kim4/3/2025

  #Agent#Orchestration

• Model Context Protocol (MCP) Overview

  Generative AIDonghyuk Kim4/3/2025

  #MCP#Model Context Protocol

• LLM Agent Overview

  Generative AIDonghyuk Kim3/7/2025

  #LLM#Agent

• Mixture of Experts

  Machine LearningDonghyuk Kim3/7/2025

  #MoE#Mixture Of Experts

• Prevent Overfitting

  Deep LearningDonghyuk Kim12/2/2024

  #Overfit#Training

• Pruning Overview with PyTorch Example

  Deep LearningDonghyuk Kim11/15/2024

  #Pruning#Quantization#Knowledge Distillation

• UNet Overview : Image Segmentation

  Computer VisionDonghyuk Kim11/11/2024

  #UNet#CNN#Segmentation

• Fully Convolutional Network Overview

  Computer VisionDonghyuk Kim11/11/2024

  #FCN#Fully Convolutional Network#Semantic Segmentation#CNN

• RAG vs LangChain

  Generative AIDonghyuk Kim11/8/2024

  #RAG#LangChain

• Document Representations for RAG

  Natural Language ProcessingDonghyuk Kim11/8/2024

  #TF/IDF#ColBERT#Sentence-BERT#BoW#DPR#BM25#SPLADE

• LoRA for LLM, PyTorch Tutorial

  Natural Language ProcessingDonghyuk Kim11/6/2024

  #On-Device AI#NPU#LoRA#Hugging Face#PyTorch

• Reinforcement Learning from Human Feedback (RLHF)

  Deep LearningDonghyuk Kim11/5/2024

  #Huggingface#RLHF#DPO#PPO

• How to fine-tune(SFT) LLM. PyTorch Tutorial

  Natural Language ProcessingDonghyuk Kim11/5/2024

  #LLM#Fine-Tune#Hugging Face#PyTorch

• Samsung unveiled Generative Wallpaper for Smart TVs

  AI NewsDonghyuk Kim11/4/2024

  #Samsung#Generative Wallpaper

• Understand Word Embedding

  Deep LearningDonghyuk Kim11/4/2024

  #Word Embeddings#Word2Vec#Continuous Bag of Words#CBOW#Skip-gram#GloVe#FasText#BERT

• Text Tokenizers (w/ Pytorch)

  Deep LearningDonghyuk Kim11/4/2024

  #NLP#Text Tokenizer#BPE#Unigram#WordPiece#SentencePiece

• Understanding the Chi-Square Distribution and Chi-Square Test

  Data ScienceDonghyuk Kim10/14/2024

  #Chi-Square#Chi-Square Distribution#Chi-Square Test

• Understanding Hypothesis Testing

  Data ScienceDonghyuk Kim10/13/2024

  #Hypothesis#p-value#Z-test

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