01
Upload & select
12345678
Run on
Compare end-to-end speed. GPU uses ZeroGPU on the Space.
- extract
- encode
- score
- total
- encoder
- throughput
- fps
cache hit — only the picks were recomputed
02
Review the picks
When PEEK is done, the frames it chose and a uniform baseline at the same k will appear here.
PEEK selection
Uniform baseline
same k
PEEK argmax-per-window uniform sample stratified bucket
03
Caption
Prompt
SmolVLM2-2.2B-Instruct will write one caption per frame set.