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Upload fastino_gliner2-base-v1_0.py with huggingface_hub

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  1. fastino_gliner2-base-v1_0.py +68 -0
fastino_gliner2-base-v1_0.py ADDED
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+ # /// script
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+ # requires-python = ">=3.12"
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+ # dependencies = [
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+ # "numpy",
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+ # "einops",
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+ # "pandas",
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+ # "matplotlib",
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+ # "protobuf",
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+ # "torch",
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+ # "sentencepiece",
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+ # "torchvision",
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+ # "transformers",
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+ # "timm",
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+ # "diffusers",
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+ # "sentence-transformers",
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+ # "accelerate",
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+ # "peft",
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+ # "slack-sdk",
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+ # ]
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+ # ///
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+
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+ try:
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+ from gliner2 import GLiNER2
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+
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+ model = GLiNER2.from_pretrained("fastino/gliner2-base-v1")
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+
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+ # Extract entities
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+ text = "Apple CEO Tim Cook announced iPhone 15 in Cupertino yesterday."
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+ result = extractor.extract_entities(text, ["company", "person", "product", "location"])
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+
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+ print(result)
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+ with open('fastino_gliner2-base-v1_0.txt', 'w', encoding='utf-8') as f:
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+ f.write('Everything was good in fastino_gliner2-base-v1_0.txt')
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+ except Exception as e:
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+ import os
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+ from slack_sdk import WebClient
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+ client = WebClient(token=os.environ['SLACK_TOKEN'])
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+ client.chat_postMessage(
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+ channel='#hub-model-metadata-snippets-sprint',
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+ text='Problem in <https://huggingface.co/datasets/model-metadata/code_execution_files/blob/main/fastino_gliner2-base-v1_0.txt|fastino_gliner2-base-v1_0.txt>',
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+ )
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+
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+ with open('fastino_gliner2-base-v1_0.txt', 'a', encoding='utf-8') as f:
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+ import traceback
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+ f.write('''```CODE:
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+ from gliner2 import GLiNER2
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+
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+ model = GLiNER2.from_pretrained("fastino/gliner2-base-v1")
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+
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+ # Extract entities
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+ text = "Apple CEO Tim Cook announced iPhone 15 in Cupertino yesterday."
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+ result = extractor.extract_entities(text, ["company", "person", "product", "location"])
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+
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+ print(result)
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+ ```
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+
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+ ERROR:
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+ ''')
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+ traceback.print_exc(file=f)
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+
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+ finally:
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+ from huggingface_hub import upload_file
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+ upload_file(
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+ path_or_fileobj='fastino_gliner2-base-v1_0.txt',
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+ repo_id='model-metadata/code_execution_files',
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+ path_in_repo='fastino_gliner2-base-v1_0.txt',
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+ repo_type='dataset',
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+ )