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Read the original: Fireworks AI Blog· Published 46/100AI score46/100

Fireworks ARCv3 cuts RL weight-update payloads nearly 50% for cross-region training

Original titleEvery byte counts: ARCv3 and the case for cross-region RL

AISummary

Fireworks released ARCv3, a lossless compressor for BF16 weight-update deltas sent from trainers to RL rollout machines. Across 1,000 production RL deltas, ARCv3 produced payloads nearly 50% smaller than ARCv2, averaging about 0.19% of the BF16 weight size versus 0.36%. ARCv3 is available through the Fireworks Training API as fireworks-delta-compression.

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Source: Fireworks AI Blog · fireworks.aiPublished · added here