Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

Sowrabhm
/
fintext-extractor

Token Classification
ONNX
GLiNER2
English
onnxruntime
ner
transaction-extraction
sms-parsing
deberta
on-device
mobile
Model card Files Files and versions
xet
Community

Instructions to use Sowrabhm/fintext-extractor with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • GLiNER2

    How to use Sowrabhm/fintext-extractor with GLiNER2:

    from gliner2 import GLiNER2
    
    model = GLiNER2.from_pretrained("Sowrabhm/fintext-extractor")
    
    # Extract entities
    text = "Apple CEO Tim Cook announced iPhone 15 in Cupertino yesterday."
    result = extractor.extract_entities(text, ["company", "person", "product", "location"])
    
    print(result)
  • Notebooks
  • Google Colab
  • Kaggle
fintext-extractor / onnx
5.53 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 8 commits
Sowrabhm's picture
Sowrabhm
Upload onnx/extraction_full_fp32.onnx.data with huggingface_hub
3cc1149 verified 2 months ago
  • deberta_classifier_fp16.onnx
    299 kB
    xet
    Upload onnx/deberta_classifier_fp16.onnx with huggingface_hub 2 months ago
  • deberta_classifier_fp16.onnx.data
    870 MB
    xet
    Upload onnx/deberta_classifier_fp16.onnx.data with huggingface_hub 2 months ago
  • deberta_classifier_fp32.onnx
    299 kB
    xet
    Upload onnx/deberta_classifier_fp32.onnx with huggingface_hub 2 months ago
  • deberta_classifier_fp32.onnx.data
    1.74 GB
    xet
    Upload onnx/deberta_classifier_fp32.onnx.data with huggingface_hub 2 months ago
  • extraction_full_fp16.onnx
    6.41 MB
    xet
    Upload onnx/extraction_full_fp16.onnx with huggingface_hub 2 months ago
  • extraction_full_fp16.onnx.data
    969 MB
    xet
    Upload onnx/extraction_full_fp16.onnx.data with huggingface_hub 2 months ago
  • extraction_full_fp32.onnx
    6.46 MB
    xet
    Upload onnx/extraction_full_fp32.onnx with huggingface_hub 2 months ago
  • extraction_full_fp32.onnx.data
    1.94 GB
    xet
    Upload onnx/extraction_full_fp32.onnx.data with huggingface_hub 2 months ago