Sapient Intelligence releases HRM-Text 1B: 40B tokens, ~$1k pretrain

Sapient Intelligence releases HRM-Text 1B: 40B tokens, ~$1k pretrain, beats Llama3.2 3B on MATH and DROP

Sapient Intelligence released HRM-Text 1B, a 1B-parameter model trained from scratch on 16 GPUs for 1.9 days with 40B tokens and a reported ~$1,000 budget; its self-reported chart shows MATH 56.2 and DROP 82.2, while independent evaluation remains pending.

Why it matters: HKR-H/K/R all pass: low-cost pretraining plus a smaller model beating a larger one is clickable, with concrete training and benchmark numbers. Independent eval is unfinished, so this stays at 78, not 85.