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metadata
library_name: transformers
tags:
  - finance
widget:
  - text: >-
      The loan bears interest at 9.75 % per annum with interest due monthly and
      is secured by a lien on certain of the Company ’ s and its subsidiaries ’
      assets .
    example_title: Example1
  - text: >-
      Unused portions of the Credit Facilities bear interest at a rate equal to
      0.25 % per annum .
    example_title: Example2
license: mit
datasets:
  - nlpaueb/finer-139
pipeline_tag: token-classification

Model Card for Model ID

This is a NER model built on distillBert for 5 classes of finer139 dataset

Model Details

Model Description

This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

  • Developed by: Narahari BM
  • Model type: NER
  • Finetuned from model [optional]: DistillBert

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[More Information Needed]

Confusion Matrix

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Training Details

Training Data

  1. Subsampled train data and obtained the below distribution

image/png

[More Information Needed]

Training Procedure

Preprocessing [optional]

[More Information Needed]

Training Hyperparameters

  • Training regime: [More Information Needed]

Speeds, Sizes, Times [optional]

[More Information Needed]

Evaluation

Testing Data, Factors & Metrics

Testing Data

[More Information Needed]

Factors

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Metrics

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Results

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Summary