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Praxis 1 Video Pretraining To Robot Control

Source
runway.com
Author
Runway editorial sitemap
Date
Why it matters

An model pretrained on video reports 46.2% on RoboLab-120, ahead of listed VLA baselines such as pi0.5. That points to video as a data source for robot policies.

Terms in this piece · Glossary
  • open weights — A model whose trained parameters are published for anyone to download and run — unlike API-only models you can access but never possess.
  • pretraining — The first, biggest phase of building a model: training it on enormous amounts of text so it learns language, facts, and reasoning in general.
  • fine-tuning — Taking a trained model and training it a bit more on your own examples so it gets better at one specific job.
  • eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
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