In our prior study of an L-bit priority encoder (PE), a so-called one-directional-array to two-directional-array conversion method is deployed to turn an L-bit input data into an M × N-bit matrix.

训练脚本： swift sft --model Ovis2-2B --train_type lora --torch_dtype bfloat16 --num_train_epochs 10 --per_device_train_batch_size 8 --per_device_eval_batch_size ...

Three dimensional (3D) modality is critical for ultrasonic imaging to provide a representative volumetric view within objects, for better evaluation of shape, size and orientation of internal features ...