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ml4pubmed
/
scibert-scivocab-uncased_pub_section

Text Classification
Transformers
PyTorch
Safetensors
English
bert
document sections
sentence classification
document classification
medical
health
biomedical
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use ml4pubmed/scibert-scivocab-uncased_pub_section with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use ml4pubmed/scibert-scivocab-uncased_pub_section with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="ml4pubmed/scibert-scivocab-uncased_pub_section")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("ml4pubmed/scibert-scivocab-uncased_pub_section")
    model = AutoModelForSequenceClassification.from_pretrained("ml4pubmed/scibert-scivocab-uncased_pub_section")
  • Notebooks
  • Google Colab
  • Kaggle
scibert-scivocab-uncased_pub_section
880 MB
Ctrl+K
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  • 2 contributors
History: 9 commits
pszemraj's picture
pszemraj
SFconvertbot's picture
SFconvertbot
Adding `safetensors` variant of this model (#1)
fad04af over 2 years ago
  • .gitattributes
    1.23 kB
    Adding `safetensors` variant of this model (#1) over 2 years ago
  • README.md
    2.54 kB
    add tags almost 4 years ago
  • config.json
    906 Bytes
    Update config.json about 4 years ago
  • model.safetensors
    440 MB
    xet
    Adding `safetensors` variant of this model (#1) over 2 years ago
  • pytorch_model.bin

    Detected Pickle imports (4)

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

    What is a pickle import?

    440 MB
    xet
    add top-10 F1 model about 4 years ago
  • special_tokens_map.json
    112 Bytes
    add tokenizer about 4 years ago
  • tokenizer.json
    717 kB
    add tokenizer about 4 years ago
  • tokenizer_config.json
    359 Bytes
    add tokenizer about 4 years ago
  • vocab.txt
    228 kB
    add tokenizer about 4 years ago