Abstract: This letter presents a novel method for optimizing the outage performance of Reconfigurable Intelligent Surfaces (RIS)-assisted Rate-Splitting Multiple Access (RSMA) systems. The objective ...

In this work, we reveal that the full gradient component in SAM’s adversarial weight perturbation does not contribute to generalization and, in fact, has undesirable effects. We then propose an ...

accelerate launch train.py \ --model_name Qwen2.5-Math-7B \ --model_path /path/to/Qwen2.5-Math-7B \ --train_data dataset/1shot_rlvr/pi1_r1280.parquet \ --effective ...