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metadata
library_name: transformers
tags:
  - generated_from_trainer
  - translation
language:
  - en
  - fr
  - it
  - ro
  - es
  - pt
pipeline_tag: translation

Model Card for Model ID

This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-roa on a dataset of medical diagnostic technical content.

Model Description

  • Developed by: Chiara Baffelli
  • Language(s) (NLP): EN, FR, ES, IT, PT, RO
  • Finetuned from model [optional]: Helsinki-NLP/opus-mt-en-roa

Training Hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.001
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
  • mixed_precision_training: Native AMP

Framework versions

  • Transformers 4.41.1
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1

widget:

  • text: "Jens Peter Hansen kommer fra Danmark"