The best model for your team? You haven’t invented it yet. | Ai2’s Tim Dettmers

About this episode

Tim Dettmers discusses how his team built the SERA model with minimal resources.

Forget the massive GPU clusters. According to Tim Dettmers, research scientist at Ai2, you can build a state-of-the-art AI coding agent with what he calls a "hot plate and a frying pan." This week on Dev Interrupted, Andrew sits down with Tim to unpack how his resource-strapped team built the SERA model using a fraction of the compute power of major labs. They explore the tactical engineering behind synthesizing training data from private codebases without verification tests, proving that the...

People in this episode

Host: Andrew

Guest: Tim Dettmers

Topics covered

• AI coding agent
• resource management
• SERA model
• training data synthesis
• engineering tactics

Keywords

• AI
• coding agent
• GPU clusters
• training data
• compute power

Mentioned in this episode

Organizations: Ai2

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