Can someone explain to me how this is different from Nvidia offerings? Is it just price difference if the supported software are mostly similar?

As far as software is concerned, AMD has broadened its AI software ecosystem, achieving significant advancements in enhancing the performance and features of its ROCm platform this past quarter. Besides, ROCm has been integrated into the mainstream PyTorch and TensorFlow ecosystems. Furthermore, Hugging Face models are now consistently updated and validated to run on AMD hardware in general and Instinct accelerators in particular.