Concept
Synthetic Data
Artificially generated data used to train AI models
Synthetic Data
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Related Frameworks2
Related Practices9
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… One of the biggest pain point is to create synthetic data for training robots. And this synthetic data needs to be very diverse.
… So yeah, I think to me synthetic data training is more for product... It's a rapid model iteration for similar product outcomes.
… But, yeah, this is how you used o1 and a synthetic data generation for the training.
… And the reason why I really love relying purely on synthetic data instead of collecting data from humans is because it's much more scalable, it's cheap, less than half. You literally sample from the model and you teach the core behaviors…
Concept
Synthetic Data
Artificially generated data used to train AI models
Related Concepts1
Related Frameworks2
Related Practices9
Ask about this concept
Transcript mentions
… One of the biggest pain point is to create synthetic data for training robots. And this synthetic data needs to be very diverse.
… So yeah, I think to me synthetic data training is more for product... It's a rapid model iteration for similar product outcomes.
… But, yeah, this is how you used o1 and a synthetic data generation for the training.
… And the reason why I really love relying purely on synthetic data instead of collecting data from humans is because it's much more scalable, it's cheap, less than half. You literally sample from the model and you teach the core behaviors…