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Models·EASYHUB JOURNAL

Fireworks releases Ember-1 to cut Kimi K3 reasoning tokens for agent workloads

Fireworks AISource published
Official Fireworks Ember-1 chart comparing reasoning-token use with Kimi K3
Source-page image: Fireworks AI · Rights retained by the original owner

What changed

Fireworks Research has released Ember-1, a post-trained Kimi K3 derivative designed to use about 40% fewer reasoning tokens while retaining task quality, reducing the cost of replaying long traces in multi-turn coding and agent work. It is available as a Serverless Research Preview. Quality and cost claims come primarily from Fireworks benchmarks and internal A/B tests, not independent validation.

Read original source
Original title
Introducing Ember-1
Source
Fireworks AI · fireworks.ai
Topic
Models
Source month
2026-09

This is a concise EasyHub summary of the linked source, not the full report or original reporting. Availability and preview conditions are described in the summary and original.

Summary page published · Updated · Editorial information

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