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yahoyaho13
/
finbert-lora-operational-sentiment

PEFT
Safetensors
Transformers
sentiment-analysis
finance
operational-metrics
lora
domain-adaptation
bias-correction
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xet
Community
1

Instructions to use yahoyaho13/finbert-lora-operational-sentiment with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use yahoyaho13/finbert-lora-operational-sentiment with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForSequenceClassification
    
    base_model = AutoModelForSequenceClassification.from_pretrained("ProsusAI/finbert")
    model = PeftModel.from_pretrained(base_model, "yahoyaho13/finbert-lora-operational-sentiment")
  • Transformers

    How to use yahoyaho13/finbert-lora-operational-sentiment with Transformers:

    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("yahoyaho13/finbert-lora-operational-sentiment", dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
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  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

LoRA adapter to correct operational KPI sentiment bias in FinBERT

#1 opened 6 months ago by
yahoyaho13
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