New ModelsOpen weights
Ripple-65B Preview
Ricursive open sources Ripple-65B Preview, a dense 65B model pretrained from scratch
A dense 65B model pretrained from scratch on 12 trillion tokens, with up to 1M context, under Apache 2.0. Ricursive reports 80.5% on TerminalBench 2.1, just ahead of Reflection Beam (501B) at 80.1%, with 1.4M RL rollouts (about 70x fewer than Beam), no bought post-training data and a $32 million total project cost. All scores are self-reported, and its own table shows it behind on DeepSWE and SWE-bench Verified. The base model is released too.
80.5% TerminalBench 2.1 (self-reported)12T pretraining tokens$32M total project cost