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Fireworks AI makes its Training API generally available for custom model training

AIFireworks AI announces general availability of its Training API and Fireworks Lab. The Training API lets teams run their own Python training loop on Fireworks-managed trainer and rollout infrastructure, with control over loss, reward, data, and environment.

AIWhy it matters.

The post explains how the Training API connects custom loops to managed distributed training, and how numeric alignment and weight hot-loading address common RL bottlenecks.

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Fireworks AI Blog · fireworks.aiPublished · added here

Original title: Train past the frontier: Training API now generally available