冬云金雨: 不仅仅是list，所有可迭代对象都有join方法

孔雀眼: 作者您好，应改为 outputs = model.generate(encoding)

孔雀眼: NameError: name 'input_ids' is not defined

Tired_Longer: 在每次使用到rand（random）之前都加上个 torch.cuda.manual_seed(1)， 就能保证生产的random值相同了

Tired_Longer: # GPU: import torch # device = torch.device("cuda" if torch.cuda.is_available() else "cpu") print(torch.cuda.is_available()) torch.cuda.manual_seed(1) b = torch.rand(2, device=torch.device("cuda")) torch.cuda.manual_seed(1) c = torch.rand(2, device=torch.device("cuda")) # print("The random numbers gpu generates are {} and {} respectively".format(b, c)) print(b) print(c)