Train and finetune LLMs, LMMs, and image/video generation models. Improve on the state of the art LLMs, LMMs, and image/video generation models. Accelerate the training and inference speed of LLMs, LMMs, and image/video generation models. Research novel ML techniques and model architectures. Influence the direction of AMD AI platform. Publish your work at top tier venues.