Why it matters
Fireworks is open-model inference specialist. Understanding shapes options.
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The architecture
OpenAI-compatible API.
Optimized serving (FireAttention).
Fine-tune + custom models.
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How it works end to end
FireAttention custom kernels.
Speculative decoding.
Structured output support.
Function calling.