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niksmer
/
ManiBERT

Text Classification
Transformers
PyTorch
Safetensors
roberta
Model card Files Files and versions
xet
Community
2

Instructions to use niksmer/ManiBERT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use niksmer/ManiBERT with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="niksmer/ManiBERT")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("niksmer/ManiBERT")
    model = AutoModelForSequenceClassification.from_pretrained("niksmer/ManiBERT")
  • Notebooks
  • Google Colab
  • Kaggle
ManiBERT
999 MB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 13 commits
niksmer's picture
niksmer
SFconvertbot's picture
SFconvertbot
Adding `safetensors` variant of this model (#1)
8e2c59c verified 8 months ago
  • .gitattributes
    1.23 kB
    Adding `safetensors` variant of this model (#1) 8 months ago
  • .gitignore
    13 Bytes
    Model save over 4 years ago
  • README.md
    15.7 kB
    Librarian Bot: Add base_model information to model (#2) 8 months ago
  • config.json
    5.05 kB
    Model save over 4 years ago
  • english_manibert_manifesto.png
    50.1 kB
    Upload english_manibert_manifesto.png over 4 years ago
  • merges.txt
    456 kB
    Model save over 4 years ago
  • model.safetensors
    499 MB
    xet
    Adding `safetensors` variant of this model (#1) 8 months ago
  • pytorch_model.bin

    Detected Pickle imports (4)

    • "torch.FloatStorage",
    • "collections.OrderedDict",
    • "torch.LongStorage",
    • "torch._utils._rebuild_tensor_v2"

    What is a pickle import?

    499 MB
    xet
    Model save over 4 years ago
  • special_tokens_map.json
    772 Bytes
    Model save over 4 years ago
  • tokenizer_config.json
    1.08 kB
    Update tokenizer_config.json over 4 years ago
  • training_args.bin

    Detected Pickle imports (6)

    • "transformers.training_args.TrainingArguments",
    • "transformers.trainer_utils.SchedulerType",
    • "transformers.trainer_utils.HubStrategy",
    • "torch.device",
    • "transformers.training_args.OptimizerNames",
    • "transformers.trainer_utils.IntervalStrategy"

    How to fix it?

    2.99 kB
    xet
    Model save over 4 years ago
  • vocab.json
    899 kB
    Model save over 4 years ago