Cline says Ember-1 matches Kimi K3 performance with fewer tokens

Cline says Ember-1, from the Fireworks Research team, is built on Kimi K3 and uses about 40% fewer tokens while matching K3’s benchmark performance. The reduction comes from post-training K3 to repeat less of its reasoning.