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Lets take an example for LLMs, not even STT and TTS.\n- Coding agents -&gt; lot of cached input, needs to optimize for KV cache\n- Creation slides/blogs -&gt; lots of output, needs to optimize for speculative decoding\n- Voice LLMs -&gt; Cached input small output, not yet figured out on how to optimize this.<p>So TTS and STT is a completely different ballgame.<p>What I don't know is the timing, do people want to use open source models like kokoro, parakeet, Qwen etc RIGHT NOW?"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["fireworks"],"value":"Why <em>Fireworks</em> doesn't support Voice AI"}},"_tags":["story","author_kushalpatil07","story_49186754","ask_hn"],"author":"kushalpatil07","children":[49191533,49212556,49214087],"created_at":"2026-08-05T18:18:27Z","created_at_i":1785953907,"num_comments":2,"objectID":"49186754","points":5,"story_id":49186754,"story_text":"I started thinking over why doesn&#x27;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.<p>Even LLMs like Gemma 4 used by voice agents are not supported.<p>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.\n- Coding agents -&gt; lot of cached input, needs to optimize for KV cache\n- Creation slides&#x2F;blogs -&gt; lots of output, needs to optimize for speculative decoding\n- Voice LLMs -&gt; Cached input small output, not yet figured out on how to optimize this.<p>So TTS and STT is a completely different ballgame.<p>What I don&#x27;t know is the timing, do people want to use open source models like kokoro, parakeet, Qwen etc RIGHT NOW?","title":"Why Fireworks doesn't support Voice AI","updated_at":"2026-08-08T16:43:01Z"}],"hitsPerPage":50,"nbHits":457,"nbPages":10,"page":0,"params":"query=Fireworks&tags=story&hitsPerPage=50&advancedSyntax=true&analyticsTags=backend","processingTimeMS":12,"processingTimingsMS":{"_request":{"roundTrip":13},"fetch":{"query":6,"scanning":3,"total":10},"total":12},"query":"Fireworks","serverTimeMS":13}