# Fireworks Forge

Fireworks announced an expanded collaboration with NVIDIA to add capacity in Europe on the NVIDIA Vera Rubin and Grace Blackwell platforms, planning to use the NVIDIA DSX AI factory platform and Spectrum-X Ethernet, with the added capacity supporting European deployments beginning in 2027. The company also introduced enterprise inference capabilities: an Ultrafast inference preview on the NVIDIA Blackwell Platform reaching inference speeds exceeding 1,500 tokens per second, multi-day prompt caching and background mode for long-running agents, and higher rate limits with sub-minute cold starts. These target the latency and cost that arise when a single agent task involves repeated model calls and large amounts of shared context.

Fireworks announced an expanded collaboration with NVIDIA to add capacity in Europe on the NVIDIA Vera Rubin and Grace Blackwell platforms, planning to use the NVIDIA DSX AI factory platform and Spectrum-X Ethernet, with the added capacity supporting European deployments beginning in 2027. The company also introduced enterprise inference capabilities: an Ultrafast inference preview on the NVIDIA Blackwell Platform reaching inference speeds exceeding 1,500 tokens per second, multi-day prompt caching and background mode for long-running agents, and higher rate limits with sub-minute cold starts. These target the latency and cost that arise when a single agent task involves repeated model calls and large amounts of shared context.

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.

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.