CLIVO: Differentiable Cluster-Based Instruction Mixing with Learned Validation Objectives.

arXiv:2610.16876v2 Announce Type: replace Abstract: Data selection turns large multimodal instruction pools into compact training subsets tailored to a vision-language model's target capabilities. Effective selection requires both useful examples and an approp