Sapient researchers trained a 1B reasoning model on just 40B tokens — scoring competitively with 2B-7B models at a fraction of typical pretraining cost.

Sapient researchers trained a 1B reasoning model on just 40B tokens — scoring competitively with 2B-7B models at a fraction of typical pretraining cost.

Sapient Intelligence trained HRM-Text, a 1.15B-parameter open-source language model, for just $1,500 in 1.9 days using 16 GPUs and 40 billion tokens.