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Ian-Khalzov
/
article-topic-service-scibert

Text Classification
Transformers
Safetensors
English
bert
arxiv
scientific-text-classification
scibert
streamlit-demo
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use Ian-Khalzov/article-topic-service-scibert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Ian-Khalzov/article-topic-service-scibert with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="Ian-Khalzov/article-topic-service-scibert")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("Ian-Khalzov/article-topic-service-scibert")
    model = AutoModelForSequenceClassification.from_pretrained("Ian-Khalzov/article-topic-service-scibert")
  • Notebooks
  • Google Colab
  • Kaggle
article-topic-service-scibert
440 MB
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  • 1 contributor
History: 2 commits
Ian-Khalzov's picture
Ian-Khalzov
Upload final model artifacts
328c7b9 verified about 1 month ago
  • .gitattributes
    1.52 kB
    initial commit about 1 month ago
  • README.md
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  • config.json
    1.49 kB
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  • eval_run_config.json
    950 Bytes
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  • metrics_summary.json
    9.37 kB
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  • metrics_summary.txt
    9.37 kB
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  • model.safetensors
    440 MB
    xet
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  • run_config.json
    904 Bytes
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  • tokenizer.json
    717 kB
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  • tokenizer_config.json
    350 Bytes
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  • training_args.bin

    Detected Pickle imports (10)

    • "transformers.trainer_utils.SaveStrategy",
    • "transformers.trainer_utils.HubStrategy",
    • "transformers.trainer_pt_utils.AcceleratorConfig",
    • "accelerate.utils.dataclasses.DistributedType",
    • "transformers.training_args.OptimizerNames",
    • "transformers.trainer_utils.IntervalStrategy",
    • "accelerate.state.PartialState",
    • "torch.device",
    • "transformers.trainer_utils.SchedulerType",
    • "transformers.training_args.TrainingArguments"

    How to fix it?

    5.27 kB
    xet
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