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Helsinki-NLP-finetuned-ru-to-en
arinapav/Helsinki-NLP-finetuned-ru-to-en
Helsinki-NLP-finetuned-ru-to-en is a machine learning model from arinapav. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- cc-by-4.0
- Model type
- marian
- Access
- Public
- Created
- Apr 20, 2023
- Updated
- Aug 16, 2023
- SHA
- 332e78c9
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
Helsinki-NLP-finetuned-ru-to-en
This model is a fine-tuned version of Helsinki-NLP/opus-mt-ru-en on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.1061
- Bleu: 36.9394
- Gen Len: 20.6363
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 32
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
- mixed_precision_training: Native AMP
Training results
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Tokenizers 0.13.3
- Library
- transformers
- Type
- marian
- License
- cc-by-4.0
- Created
- Apr 20, 2023
- Updated
- Aug 16, 2023