Caption First, VQA Second: Knowledge Density, Not Task Format, Drives Multimodal Scaling

Create a dataset preparation tool that optimizes knowledge density by ranking multimodal samples based on information complexity. This helps devs build smaller, more efficient MLLMs.

Suggested repo: densityScale

"Quality over quantity for multimodal scaling."

Estimated effort: 50h