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[Scale ML] Simo Ryu: Minimally Training Video Foundation Model in the wild, from scratch

Speaker

Simo Ryu
Fal.ai

Host

Scale ML
Scale ML

October 14 2025

3:00P - 4:30P

Location

45-792
the main conference room on 7th floor
Virtual Event

Speaker: Simo Ryu
Topic: Minimally Training Video Foundation Model in the wild, from scratch
Date: Tuesday, Oct 14
Time: 3 PM (EST)
Zoom: https://mit.zoom.us/j/91697262920 (password: mitmlscale)

Abstract:
In this talk, we share our experience on training a >10B diffusion model from scratch. This includes pre-processing, hardware efficiency, architecture, parameterization, and optimizer choices.

Bio:
Simo Ryu is a research lead at fal.ai.

Add to Calendar 2025-10-14 15:00:00 2025-10-14 16:30:00 America/New_York [Scale ML] Simo Ryu: Minimally Training Video Foundation Model in the wild, from scratch Speaker: Simo Ryu Topic: Minimally Training Video Foundation Model in the wild, from scratch Date: Tuesday, Oct 14 Time: 3 PM (EST) Zoom: https://mit.zoom.us/j/91697262920 (password: mitmlscale) Abstract: In this talk, we share our experience on training a >10B diffusion model from scratch. This includes pre-processing, hardware efficiency, architecture, parameterization, and optimizer choices. Bio: Simo Ryu is a research lead at fal.ai. TBD