model-metadata/code_python_files

1# /// script2# requires-python = ">=3.12"3# dependencies = [4#     "torch",5#     "torchvision",6#     "transformers",7#     "diffusers",8#     "sentence-transformers",9#     "accelerate",10#     "peft",11#     "slack-sdk",12# ]13# ///14 15try:16    from sentence_transformers import SentenceTransformer17    18    model = SentenceTransformer("ai-forever/FRIDA")19    20    sentences = [21        "The weather is lovely today.",22        "It's so sunny outside!",23        "He drove to the stadium."24    ]25    embeddings = model.encode(sentences)26    27    similarities = model.similarity(embeddings, embeddings)28    print(similarities.shape)29    # [3, 3]30    with open('ai-forever_FRIDA_0.txt', 'w', encoding='utf-8') as f:31        f.write('Everything was good in ai-forever_FRIDA_0.txt')32except Exception as e:33    import os34    from slack_sdk import WebClient35    client = WebClient(token=os.environ['SLACK_TOKEN'])36    client.chat_postMessage(37        channel='#hub-model-metadata-snippets-sprint',38        text='Problem in <https://huggingface.co/datasets/model-metadata/code_execution_files/blob/main/ai-forever_FRIDA_0.txt|ai-forever_FRIDA_0.txt>',39    )40 41    with open('ai-forever_FRIDA_0.txt', 'a', encoding='utf-8') as f:42        import traceback43        f.write('''```CODE: 44from sentence_transformers import SentenceTransformer45 46model = SentenceTransformer("ai-forever/FRIDA")47 48sentences = [49    "The weather is lovely today.",50    "It's so sunny outside!",51    "He drove to the stadium."52]53embeddings = model.encode(sentences)54 55similarities = model.similarity(embeddings, embeddings)56print(similarities.shape)57# [3, 3]58```59 60ERROR: 61''')62        traceback.print_exc(file=f)63    64finally:65    from huggingface_hub import upload_file66    upload_file(67        path_or_fileobj='ai-forever_FRIDA_0.txt',68        repo_id='model-metadata/code_execution_files',69        path_in_repo='ai-forever_FRIDA_0.txt',70        repo_type='dataset',71    )72