readme: ---
  '[object Object]': null
  datasets:
  - wikiann
  language:
  - kn
  pipeline_tag: token-classification
  tags:
  - code
  
  widget:
  - text: "ನನ್ನ ಹೆಸರು ಅಪರ್ಣ."
    example_title: "Sentence_1"
  - text: "ಮೂಲತಃ ನಾನು ಕರ್ನಾಟಕದವಳು."
    example_title: "Sentence_2"
  - text: "ನಾನು ಸದ್ಯಕ್ಕೆ ಉನ್ನತ ವ್ಯಾಸಂಗಕ್ಕಾಗಿ ಡಬ್ಲಿನ್ನಲ್ಲಿ ವಾಸವಾಗಿದ್ದೇನೆ. "
    example_title: "Sentence_3"  
  - text: "ಅಂಬರೀಶ್ ಈ ಚಲನಚಿತ್ರದ ನಾಯಕರಾಗಿ ಅಭಿನಯಿಸಿ ತುಂಬಾ ಖ್ಯಾತರಾದರು"
    example_title: "Sentence_4"  
  
  ---
  
  # Model Card for {{ aparnabhat | default("kannada-ner", true) }}
  
  <!-- Provide a quick summary of what the model is/does. -->
  
  {{ NER using WikiANN dataset }}
  
  # Model Details
  
  ## Model Description
  
  <!-- Provide a longer summary of what this model is. -->
  
  {{ model_description  }}
  
  - **Developed by:** {{ Aparna Nayak}}
  - **Model type:** {{ NER }}
  - **Language(s) (NLP):** {{ Python }}
  - **Finetuned from model [optional]:** {{ bert-base-multilingual-cased }}
  
  ## Labels
  {{['O', 'B-PER', 'I-PER', 'B-ORG', 'I-ORG', 'B-LOC', 'I-LOC']}}
  {{0,1,2,3,4,5,6}}
  
  
  ## Results
  
  {{'LOC': {'precision': 0.5977859778597786,
    'recall': 0.7431192660550459,
    'f1': 0.6625766871165644,
    'number': 218},
   'ORG': {'precision': 0.43333333333333335,
    'recall': 0.34210526315789475,
    'f1': 0.3823529411764707,
    'number': 114},
   'PER': {'precision': 0.4782608695652174,
    'recall': 0.8088235294117647,
    'f1': 0.6010928961748634,
    'number': 136},
   'overall_precision': 0.5262267343485617,
   'overall_recall': 0.6645299145299145,
   'overall_f1': 0.587346553352219,
   'overall_accuracy': 0.8148599269183922}}
   
  ### Summary
  
  {{ results_summary | default("", true) }}
  
  # Model Examination [optional]
  
  <!-- Relevant interpretability work for the model goes here -->
  
  {{ model_examination | default("[More Information Needed]", true)}}
  
  
  ## Model Architecture and Objective
  
  {{ model_specs | default("[More Information Needed]", true)}}
  
  ## Compute Infrastructure
  
  {{ Google colab }}
  
  
  # Model Card Authors [optional]
  
  {{ Aparna Nayak }}
  
  # Model Card Contact
  
  {{ aparna@iq4.com ; naparnanayak@gmail.com}}
  
  # How to Get Started with the Model
  
  Use the code below to get started with the model.
  
  <details>
  <summary> Click to expand </summary>
  
  {{ get_started_code | default("[More Information Needed]", true)}}
  
  </details>