●builderEarly-exit routing for vision tokens is a practical efficiency technique you can apply to reduce inference cost in LLaVA-style multimodal deployments.
●researcherThe layer-wise attention saturation finding provides empirical grounding for asymmetric multimodal architectures and challenges the standard symmetric Transformer assumption.