from huggingface_hub import HfApi import time print("--- 开始使用 HfApi.upload_folder 上传 ---") start_time = time.time() api = HfApi() api.upload_large_folder( folder_path=".", # 上传当前文件夹 repo_id="zhihefang/UltraHR-100K", repo_type="dataset", allow_patterns="*", #multi_process=True, # 尝试使用多进程 # multi_process_batch_size=1000 # 调整批次大小 ) end_time = time.time() print(f"--- 上传完成,总耗时: {end_time - start_time:.2f} 秒 ---")