model-metadata/code_python_files

1# /// script2# requires-python = ">=3.12"3# dependencies = [4#     "numpy",5#     "einops",6#     "pandas",7#     "matplotlib",8#     "protobuf",9#     "torch",10#     "sentencepiece",11#     "torchvision",12#     "transformers",13#     "timm",14#     "diffusers",15#     "sentence-transformers",16#     "accelerate",17#     "peft",18#     "slack-sdk",19# ]20# ///21 22try:23    import torch24    from diffusers import DiffusionPipeline25    26    # switch to "mps" for apple devices27    pipe = DiffusionPipeline.from_pretrained("Tongyi-MAI/Z-Image-Turbo", dtype=torch.bfloat16, device_map="cuda")28    pipe.load_lora_weights("Shakker-Labs/AWPortrait-Z")29    30    prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"31    image = pipe(prompt).images[0]32    with open('Shakker-Labs_AWPortrait-Z_0.txt', 'w', encoding='utf-8') as f:33        f.write('Everything was good in Shakker-Labs_AWPortrait-Z_0.txt')34except Exception as e:35    import os36    from slack_sdk import WebClient37    client = WebClient(token=os.environ['SLACK_TOKEN'])38    client.chat_postMessage(39        channel='#hub-model-metadata-snippets-sprint',40        text='Problem in <https://huggingface.co/datasets/model-metadata/code_execution_files/blob/main/Shakker-Labs_AWPortrait-Z_0.txt|Shakker-Labs_AWPortrait-Z_0.txt>',41    )42 43    with open('Shakker-Labs_AWPortrait-Z_0.txt', 'a', encoding='utf-8') as f:44        import traceback45        f.write('''```CODE: 46import torch47from diffusers import DiffusionPipeline48 49# switch to "mps" for apple devices50pipe = DiffusionPipeline.from_pretrained("Tongyi-MAI/Z-Image-Turbo", dtype=torch.bfloat16, device_map="cuda")51pipe.load_lora_weights("Shakker-Labs/AWPortrait-Z")52 53prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"54image = pipe(prompt).images[0]55```56 57ERROR: 58''')59        traceback.print_exc(file=f)60    61finally:62    from huggingface_hub import upload_file63    upload_file(64        path_or_fileobj='Shakker-Labs_AWPortrait-Z_0.txt',65        repo_id='model-metadata/code_execution_files',66        path_in_repo='Shakker-Labs_AWPortrait-Z_0.txt',67        repo_type='dataset',68    )69