Domain Specific Models
topic on 1 show · 1 statements across 1 episodes
2 statements about Domain Specific Models, every show
Beam: Lila's 10-trillion-token general science model beats specialized AI
“So we have assembled this reasoning data set of 10 trillion scientific tokens reasoning traces that are experimentally verified across life sciences, chemistry, and material sciences, and we have seen that this general model often beats the domain-specific mod…”
Frankle: Dynamic data mixing during pre-training is effective for domain-specific models
“We've had some surprisingly good luck with this. We just released a paper on it. The details matter a lot and it really matters what you're trying to do with the model. But it's been quite effective for us depending on the setting. And certainly when we're thi…”