This Day in AI Podcast EP61: What is GPT2-chatbot? MoE Theories, ChatGPT Search, Virtual Try On & Fine-Tuning Experts
May 3, 2024
Exploring GPT2 chatbot's potential, OpenAI's search intentions, Virtual Try-On technology impact on e-commerce, AI music videos, and fine-tuning models for specialized solutions.
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Mysterious GPT-2 Chatbot Debut
- The mysterious "GPT-2" chatbot on LMCIS sparked speculation it might be a more advanced GPT model.
- Its coding and reasoning abilities seemed much better, suggesting a possible new OpenAI testing approach.
Mixture of Experts Benefits
- Mixture of experts models route inputs to specialists in coding, math, and reasoning to improve performance.
- This layered approach can yield much better accuracy but increases latency.
Use Expert Nodes For Specialization
- Build AI systems by installing specialized expert 'nodes' such as finance or travel guides.
- Allow models to be fine-tuned on proprietary data to improve domain-specific accuracy.