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Fireworks' Ember-1, a research preview reasoning model built on Kimi K3 for coding and agentic workflows, is now available on Vercel's AI Gateway. Fireworks reports roughly 40% fewer generated tokens than Kimi K3 at comparable quality. The model supports a 1M-token context window, text and image input, tool calling, and implicit prompt caching, with an initial two-week preview window.
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