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StephanAkkerman
/
stock-recognizer-gliner2-base

Token Classification
PEFT
Safetensors
GLiNER2
English
lora
finance
stocks
wallstreetbets
reddit
ner
named-entity-recognition
information-extraction
Model card Files Files and versions
xet
Community

Instructions to use StephanAkkerman/stock-recognizer-gliner2-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use StephanAkkerman/stock-recognizer-gliner2-base with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForTokenClassification
    
    base_model = AutoModelForTokenClassification.from_pretrained("fastino/gliner2-base-v1")
    model = PeftModel.from_pretrained(base_model, "StephanAkkerman/stock-recognizer-gliner2-base")
  • GLiNER2

    How to use StephanAkkerman/stock-recognizer-gliner2-base with GLiNER2:

    from gliner2 import AutoExtractor
    
    extractor = AutoExtractor.from_pretrained("StephanAkkerman/stock-recognizer-gliner2-base")
    
    # 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
stock-recognizer-gliner2-base
21.3 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
StephanAkkerman's picture
StephanAkkerman
Upload adapter (v2)
de185f2 verified 9 days ago
  • .gitattributes
    1.52 kB
    initial commit 9 days ago
  • README.md
    6.87 kB
    Upload adapter (v2) 9 days ago
  • adapter_config.json
    1.2 kB
    Upload adapter (v2) 9 days ago
  • adapter_model.safetensors
    21.3 MB
    xet
    Upload adapter (v2) 9 days ago
  • recognizer_config.json
    686 Bytes
    Upload adapter (v2) 9 days ago