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LLM Fine-Tuning Overview - Making On-Premises AI Processing Accessible

Tech Field Day via YouTube

Overview

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Explore a comprehensive 54-minute conference talk where Sebastien Jean, CTO of Phison, presents aiDAPTIV+, a solution designed to make on-premises AI processing more accessible and affordable for small and medium-sized businesses, government entities, and educational institutions. Learn how Phison addresses the challenge of LLM fine-tuning, which typically requires up to 20 times more memory than inference, by decoupling compute and memory through AI-optimized SSDs and proprietary middleware. Discover how their Adaptive Link technology and ProSuite software extend PyTorch's available memory by turning SSDs into extended memory pools, allowing organizations to train large models with fewer GPUs. The presentation also covers the financial benefits, sustainability advantages, and how repurposed NAND can reduce electronic waste while extending data center infrastructure lifespan. Recorded live in Santa Clara, California, on April 24, 2025, as part of AI Infrastructure Field Day.

Syllabus

LLM fine-tuning overview with Phison

Taught by

Tech Field Day

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