Extracted the discussion from:

• llama: store mrope data in KV cell #16825 (comment)
• llama: store mrope data in KV cell #16825 (comment)
• llama: store mrope data in KV cell #16825 (comment)

In order for the bbox to be correct, I'm thinking about:

• Implement the correct max_pixels / min_pixels from the original config
• Pad right/bottom corner of the image if we require to upscale (to multiple of 2*patch_size). This will guarantee that the x/y coordinates stay unchanged. But we also need to check if the original implementation actually use this strategy or not.

CC @broadbit-hu @theo77186