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homarp · 2 months ago
Running Voxtral-Mini-3B-2507 on GPU requires ~9.5 GB of GPU RAM in bf16 or fp16.

Running Voxtral-Small-24B-2507 on GPU requires ~55 GB of GPU RAM in bf16 or fp16.

GaggiX · 2 months ago
There is also a Voxtral Small 24B small model available to be downloaded: https://huggingface.co/mistralai/Voxtral-Small-24B-2507
ipsum2 · 2 months ago
24B is crazy expensive for speech transcription. Conspicuously no comparison with Parakeet, a 600M param model thats currently dominating leaderboards (but only for English)
azinman2 · 2 months ago
But it also includes world knowledge, can do tool calls, etc. It’s an omnimodel
qwertox · a month ago
Only the mini is meant for pure transcription. And with the tests I just did on their API, comparing to Whisper large, they are around three times faster, more accurate and cheaper.

24B is, as sibling comment says, an omni model, it can also do function calling.

kamranjon · 2 months ago
Im pretty excited to play around with this. I’ve worked with whisper quite a bit, it’s awesome to have another model in the same class and from Mistral, who tend to be very open. I’m sure unsloth is already working on some GGUF quants - will probably spin it up tomorrow and try it on some audio.
lostmsu · 2 months ago
Does it support realtime transcription? What is the ~latency?
rolisz · 2 months ago
Unlikely. The small model is much larger than whisper (which is already hard to use for realtime)
vivalapomy · a month ago
Won't comment on the 24B model as I see no use for it personally, but regarding purely ASR tasks, I honestly can't see voxtral taking off. For personal usage, I've been running a quant of whisper tiny(for english), as well as whisper small(for spanish, as is my native language), and have never experienced major latency when using for globally available voice commands. Considering my machine runs an Ivy Bridge processor, using CPU inference, the pricing seems unreasonable.
sheerun · 2 months ago
In demo they mention polish prononcuation is pretty bad, spoken as if second language of english-native speaker. I wonder if it's the same for other languages. On the other hand whispering-english is hillariously good, especially different emotions.
Raed667 · 2 months ago
It is insane how good the "French man speaking English" demo is. It captures a lot of subtleties
potlee · a month ago
That’s an actual French man speaking English
lostmsu · 2 months ago
My Whisper v3 Large Turbo is $0.001/min, so their price comparison is not exactly perfect.
ImageXav · 2 months ago
How did you achieve that? I was looking into it and $0.006/min is quoted everywhere.
lostmsu · 2 months ago
Harvesting idle compute. https://borgcloud.org/speech-to-text