OnTrack: The PCB Design Podcast Edge Devices and LLMs: What's Ahead for AI
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Jun 12, 2024 Jan Jongboom, co-founder of Edge Impulse, discusses the evolution of GPT models, importance of edge computing, reducing LLM sizes for deployment on edge devices, practical AI applications, and challenges of running large language models on GPUs in this informative podcast.
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Transcript
Episode notes
1 2 3 4 5 6 7
Intro
00:00 • 2min
Edge Computing, AI, and Software Development
01:31 • 12min
Balancing Performance and Cost in Designing Edge Devices for AI Applications
13:19 • 10min
Using LLMs to Generate Synthetic Data for Fine Tuning
23:03 • 6min
Hyper-Specific LLMs for Niche Applications
29:33 • 5min
Exploring Feedback Loops in Machine Learning Models Through Children's Learning Process
34:24 • 3min
Advancements in Large Language Models for Edge Devices
37:09 • 5min