Generative AI - Large Language Model
A comprehensive solution for the Industrial Property Information Policy Division at the Korean Intellectual Property Office, leveraging Generative AI technology to enhance IP administration processes.
- Generative AI
- IP Administration
- Industrial Property
- Information Policy Division
- Korean Intellectual Property Office
Download Presentation
Please find below an Image/Link to download the presentation.
The content on the website is provided AS IS for your information and personal use only. It may not be sold, licensed, or shared on other websites without obtaining consent from the author. Download presentation by click this link. If you encounter any issues during the download, it is possible that the publisher has removed the file from their server.
E N D
Presentation Transcript
Generative AI for IP Administration Industrial Property Information Policy Division | Korean Intellectual Property Office | LEE Jumi
Generative AI Large Language Model Large Parameter Large Training Data LLM Computing Infra 1
Generative AI LLM vs. BERT 8B~165B A100 * 1024 2B sentence V100 * 8 0.1B sentence 0.1B Discriminative AI(BERT) Discriminative AI(BERT) LLM LLM Discriminative AI(BERT) LLM GPUs Parameters Training Data 2
Generative AI Application AS-IS TO-BE All Kinds of Data Text/Image Files Patent Documents Foreign Language Generative AI(LLM) Translation Model Search Model Classification Model Search Service Classification Service Translation Service Translation Service Classification Service Search Service 3 3
Future Challenges LLM Pilot Development (2023~) LLM Model in Patent Domain Lots of Korean, English Patent Documents LLM Fine-Tuning Fine-Tuning per Service Model Patent Search Patent Classification Service Model 4
