When to Use Encode-Prefill-Decode Disaggregation to Accelerate Multimodal Model Serving
NVIDIA introduces EPD disaggregation for multimodal model optimization.
NVIDIA has unveiled a new inference optimization technique called Encode-Prefill-Decode (EPD) disaggregation. This method enhances multimodal model performance by separating different processing stages, significantly improving efficiency for tasks involving image-heavy prompts.