Fireworks ships inference, model-access and training products at Forge: a 30-turn agent task drops from 1 minute to 8 seconds
At its first Forge conference, Fireworks released a set of products for companies building specialized intelligence on their own data and tasks, spanning inference, model access, training and enterprise controls. On the inference side, Fireworks Ultra-fast, powered by NVIDIA Blackwell GPUs, is in public preview and demonstrated up to 1,500 tokens per second on DeepSeek V4.1 Flash; in a benchmarked 30-turn agent task, completion time fell from 1 minute to 8 seconds. Background Mode offers a lower-cost runtime at half price for work that can wait.