from huggingface_hub import HfApi api = HfApi() import itertools results = api.list_models(expand=["author","spaces","siblings","transformersInfo","lastModified","disabled","trendingScore","safetensors","widgetData","sha"]) for tmp in itertools.islice(results, 5): # 获取模型的详细信息 model = api.model_info(tmp.id) # 定义一个函数来比较两个对象的属性 def compare_attributes(obj1, obj2): # 获取两个对象的所有属性 attrs1 = {attr: getattr(obj1, attr) for attr in dir(obj1) if not callable(getattr(obj1, attr)) and not attr.startswith("__")} attrs2 = {attr: getattr(obj2, attr) for attr in dir(obj2) if not callable(getattr(obj2, attr)) and not attr.startswith("__")} # 比较属性值 differences = {} for key in set(attrs1.keys()).union(attrs2.keys()): value1 = attrs1.get(key) value2 = attrs2.get(key) if value1 != value2: differences[key] = (value1, value2) return differences # 比较tmp和model的属性 differences = compare_attributes(tmp, model) # 打印出不一致的属性及它们的值 if differences: print(f"ID: {tmp.id}") for key, (value_tmp, value_model) in differences.items(): print(f" Key: {key} is different-tmp:{value_tmp}")