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noviceforever
Ctrlk
  • About me
  • Miscellaneous
    • Introduction
  • Machine Learning
    • Tabular Data
    • Computer Vision (CNN-based)
    • Computer Vision (Transformer-based)
    • Natural Language Processing
    • Recommendation System
    • Reinforcement Learning
    • IoT on AWS
    • Distributed Training
    • Deployment
  • AWS AIML
    • Amazon Personalize
    • Amazon Bedrock AgentCore
    • Customer Support
  • GenAI
    • Theory
    • Synthetic Data
      • Part 1. ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ์˜ ํ•„์š”์„ฑ
      • Part 2. Seed ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ ์ƒ์„ฑ ์ ‘๊ทผ ๋ฐฉ์‹
      • Part 3. Seedless ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ ์ƒ์„ฑ ์ ‘๊ทผ ๋ฐฉ์‹
      • Part 4. ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ ์ƒ์„ฑ ์‹œ ๊ณ ๋ คํ•ด์•ผ ํ•  ์ผ๋ฐ˜์ ์ธ ์ „๋žต
      • [Paper Review] 10์–ต ํŽ˜๋ฅด์†Œ๋‚˜ ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ
      • [Use-case w/ Hands-on] ์‹ค์ œ ๋ฐ์ดํ„ฐ๋กœ๋ถ€ํ„ฐ ํ•ฉ์„ฑ QnA ์ƒ์„ฑํ•˜๊ธฐ
    • MoE (Mixture-of-Experts)
    • Open Source SLM-Based Hybrid Agent AI Architecture
    • Fine-tuning
    • LLM Evaluation
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  1. GenAI

Synthetic Data

Part 1. ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ์˜ ํ•„์š”์„ฑPart 2. Seed ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ ์ƒ์„ฑ ์ ‘๊ทผ ๋ฐฉ์‹Part 3. Seedless ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ ์ƒ์„ฑ ์ ‘๊ทผ ๋ฐฉ์‹Part 4. ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ ์ƒ์„ฑ ์‹œ ๊ณ ๋ คํ•ด์•ผ ํ•  ์ผ๋ฐ˜์ ์ธ ์ „๋žต[Paper Review] 10์–ต ํŽ˜๋ฅด์†Œ๋‚˜ ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ[Use-case w/ Hands-on] ์‹ค์ œ ๋ฐ์ดํ„ฐ๋กœ๋ถ€ํ„ฐ ํ•ฉ์„ฑ QnA ์ƒ์„ฑํ•˜๊ธฐ
Previous[Paper Review] Diffusion ๊ฐœ๋… ์ •๋ฆฌNextPart 1. ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ์˜ ํ•„์š”์„ฑ