As artificial intelligence (AI) moves from the "hundred-model war" to practical applications, computing power demand is shifting from training to inference. AI training and inference appliances are gaining popularity in the market because they meet enterprise requirements for out-of-the-box, secure, and localized deployment, supporting large-model training, inference, and the entire AI application development process. According to IDC, nearly 100 manufacturers have launched training and inference appliance-related products in the domestic market this year, including many listed companies. Companies such as ZTE and Digital China have revealed to reporters that their training and inference appliance-related products are currently selling like hotcakes. The market prospects for training and inference appliance-related products are generally optimistic within the industry.