What Transfers from Text to Vision? Capability Scaling Laws and Transfer Dynamics for VLMs

Ziran Li, Qiang Wang, Zhengyu Chen +4

Choosing the right large language model (LLM) backbone is the most consequential decision when building a vision-language model (VLM), yet it remains fundamentally unprincipled: co…