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

yousef Follow

Uploaded on Dec 21, 2023 | 0 Views

Generative AI - Large Language Model

PowerPoint presentation about 'Generative AI - Large Language Model'. This presentation describes the topic on 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.. Download this presentation absolutely free.

Presentation Transcript

1. Generative AI for IP Administration Industrial Property Information Policy Division | Korean Intellectual Property Office | LEE Jumi

2. Generative AI Large Language Model Large Parameter Large Training Data LLM Computing Infra 1

3. 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

4. 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

5. 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

6. Thank you!