trocr-large-printed-vedic

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OCR for Vedic texts printed in Devanagari.

Note This version is limited to a type of texts with accents marked by vertical lines over Devanagari characters.

Model Details

Model Description

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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: https://huggingface.co/yzk
• Funded by: https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-23K18646/

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Training Details

Training Data

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Schroeder's edition of Maitrāyaṇī Sam̐hitā: https://huggingface.co/datasets/yzk/veda-ocr-ms (will be public)

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Training Hyperparameters

• Training regime: [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->

params:
  max_length: 512
  train_batch_size: 16
  eval_batch_size: 16 
  learning_rate: 2e-5
  weight_decay: 0.01
  save_total_limit: 3
  num_train_epochs: 20
  logging_steps: 2
  save_steps: 2000
  eval_steps: 200

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Evaluation

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Testing Data, Factors & Metrics

Testing Data

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Results

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Summary

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Citation [optional]

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