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Ember-1

Source
gmays
Author
gmays
Date
Terms in this piece · Glossary
  • token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
Why it matters

Cuts reasoning- usage roughly 40% relative to Kimi K3 by training the model to reason more efficiently rather than just capping its thinking budget, which previously hurt quality, lowering the cost of long agentic and coding sessions.

Read the source fireworks.ai
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