Tip Of AI
Discover what you can do with AI
Fireworks is a unified intelligence platform designed to enable organizations to train and serve large language and vision models at frontier performance. It offers an open model economics approach with no contracts and pay-per-token billing to support experimentation, prototyping, and production use. The service provides a full range of training capabilities, including guided runs where users describe tasks and approve cost estimates, configuration-led workflows for known models and datasets, and fully customizable training logic with user-defined loss functions, trainers, and reinforcement learning loops. Every checkpoint deploys to production in seconds and scales globally on optimized GPU infrastructure. For inference, Fireworks supports serverless pay-per-token endpoints compatible with OpenAI and Anthropic APIs, on-demand multi-region deployments, and reserved capacity plans that guarantee hardware access and higher quotas. The platform processes over 30 trillion tokens per day, and its inference engine is tuned at every layer for low latency, high throughput, and consistent model quality. Users also gain instant access to a curated library of open models with context windows up to one million tokens, optimized for cost, speed, and accuracy.
