Build custom evaluation benchmarks and training sets with the
Talc specializes in producing data when traditional methods are slow, unreliable, or costly
Talc generates coding tasks and completions that are more accurate than human SWEs. We should know-- they regularly outperform our team!
Generalist AI perform well in simple scenarios, but our customers are using Talc to give AI domain specific knowledge in niche areas of finance.
By augmenting knowledge and data you already have, we can build highly accurate data that reflects ground truth you already know.
While human experts are good at writing a row, they're not great at writing a thousand rows. We can make sure our data is diverse and comprehensive in a way humans can't.
Our datasets range from hundreds of samples to hundreds of thousands, depending on customer needs.
We see teams using data both for evaluation benchmarks as well as training & fine tuning data. Both work depending on your goals.