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According to the press release, "we achieved an impressive Time-to-First-Token of approximately 19 seconds for a gemma3:4b model"

Imagine, you have a very small weak model, and you have to wait 20 seconds for your request.



> Imagine, you have a very small weak model, and you have to wait 20 seconds for your request.

For your first request, after having scaled to 0 while it wasn’t in use. For a lot of use cases, that sounds great.


Also, a GPU instance needs 5s to start. The test depends on how large the model is. So a "very small weak model" can lead much faster than 20s


Imagine running a production client facing api and not overprovisioning it.




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