Model Card for Model ID

Finetuned model on ophtalmology dataset from https://www.kaggle.com/datasets/cheshrcat/ru-medical-texts-ophtalmology

Model Details

Model Description

This is the model card of a ๐Ÿค— transformers model that has been pushed on the Hub. This model card has been automatically generated.

  • Developed by: Anastasia Sidorova
  • Funded by [optional]: [More Information Needed]
  • Shared by [optional]: [More Information Needed]
  • Model type: Translation
  • Language(s) (NLP): En-Ru
  • License: Apache 2.0
  • Finetuned from model [optional]: nllb-200-600-distilled

Uses

Could be used in medical domain

Recommendations

Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.

How to Get Started with the Model

Use the code below to get started with the model.

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Training Details

Training Data

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Training Procedure

Preprocessing [optional]

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Training Hyperparameters

-->
per_device_train_batch_size=1,
per_device_eval_batch_size=1,
logging_steps=10000,
evaluation_strategy="steps",
num_train_epochs=6,
learning_rate=2e-5,
weight_decay=0.02,
save_total_limit=1,
predict_with_generate=True,
report_to="none"

Speeds, Sizes, Times [optional]

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Evaluation

Testing Data, Factors & Metrics

Testing Data

https://www.kaggle.com/datasets/cheshrcat/ru-medical-texts-ophtalmology

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Metrics

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Results

sentence BLEU score 0.2-0.6

Glossary [optional]

https://www.kaggle.com/datasets/cheshrcat/ru-medical-texts-ophtalmology

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More Information [optional]

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Model Card Authors [optional]

Anastasia Sidorova

Model Card Contact

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