Ember-1: מודל AI חדש מאת Fireworks AI

תקציר מקורי באנגליתFireworks AI has released Ember-1 , a specialized model from Fireworks Research built by post-training Moonshot AI’s open-weight Kimi K3 . Ember-1 learns to produce shorter reasoning traces while keeping task accuracy. This is different from lowering the reasoning effort setting at inference time. According to the Fireworks release post , Ember-1 delivers Kimi K3’s quality with about 40% fewer tokens. Is it deployable? Yes, but only through the Fireworks serverless API as a Research Preview. Fireworks has not released Ember-1’s weights, training code, or exact training algorithms, so self-hosting is not an option today. The Problem: Reasoning Models Think Too Much Fireworks team reports that reasoning models like Kimi K3 sometimes spend more than 90% of generated tokens o