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opus-mt-en-hi
fubuki119/opus-mt-en-hi
opus-mt-en-hi is a translation model from fubuki119. Use it when you need text moved from one language to another. It is set up for transformers. The card lists the license as apache-2.0.
This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-hi on iitb-english-hindi dataset. It achieves the following results on the evaluation set: - Loss: 3.5595 - Bleu: 11.9246
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At a glance
- Task
- Translation
- Library
- transformers
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Dec 21, 2023
- Updated
- Jan 2, 2024
- SHA
- e97ecc71
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Base models
Model card
From the Hugging Face model README
opus-mt-en-hi
This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-hi on iitb-english-hindi dataset. It achieves the following results on the evaluation set:
- Loss: 3.5595
- Bleu: 11.9246
Model description
More information needed
Training and evaluation data
This model is trained on Helsinki-NLP/opus-mt-en-hi on iitb-english-hindi. Here's a tokenized and pre-processed version of this dataset -> iitb-english-hindi-tokenized
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Translation
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Created
- Dec 21, 2023
- Updated
- Jan 2, 2024