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Why Fireworks doesn't support Voice AI

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I started thinking over why doesn't fireworks support voice models.

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Original publisherYcombinator
Canonical URLhttps://news.ycombinator.com/item?id=49186754
Publication timeWed, 05 Aug 2026 18:18:27 +0000
Retrieval time2026-08-05T18:20:47.291Z
Last seen2026-08-05T18:20:47.291Z
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Opening excerpt (first ~120 words) tap to expand

I started thinking over why doesn't fireworks support voice models. There are really good opensource models available now, like parakeet, kokoro, Qwen ASR etc but no way to use it without managing a bunch of GPUs yourself.Even LLMs like Gemma 4 used by voice agents are not supported.Then I figured that the inference platform needs to be optimized differently for the kind of usecase you are using. Lets take an example for LLMs, not even STT and TTS. - Coding agents -> lot of cached input, needs to optimize for KV cache - Creation slides/blogs -> lots of output, needs to optimize for speculative decoding - Voice LLMs -> Cached input small output, not yet figured out on how to optimize this.So TTS and STT is a completely different ballgame.What I don't know is the timing, do people want to…

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