Inference & Serving
25 min
How Many Tokens Is an Image? The Resolution Policy That Decides Your VLM Bill
The same 1024x1024 screenshot costs 576 visual tokens in one model and 2,880 in another, and the cheap one cannot read the text. The rule that turns pixels into tokens is the least examined hyperparameter in the multimodal stack,…