Before you dive in
What you’ll find in the original
- Read allowed option logits directly rather than generating and parsing a textual answer.
- Report end-to-end request latency separately from the GPU model stage.
- Fix hardware, precision, batch size, image dimensions, visual-token count, and total input tokens in the benchmark record.
Worth knowing
The author reports a 168.694 ms median and 173.989 ms p95 for one RTX A6000, BF16, batch one, and one 1280×720 image. These are local Qwen measurements, not hosted Jev results.