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finetuned-opusmt-en-fr-hi
ritika-kumar/finetuned-opusmt-en-fr-hi
finetuned-opusmt-en-fr-hi is a machine learning model from ritika-kumar. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Aug 1, 2024
- Updated
- Aug 1, 2024
- SHA
- 18f25212
Base models
Datasets
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. -->
Finetuning
This model is a fine-tuned version of Helsinki/opus-mt-en-fr on the samanantar dataset. source group: English target group: Hindi model: transformer
Model description
Helsinki/opus-mt-en-fr finetuned for translation task in Hindi language
Training and evaluation data
ai4bharath/samanantar
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-5
- warmup_steps: 500
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- num_epochs: 3
Benchamark Evaluation
- BLEU score on Tatoeba: 21.93456688254154
- BLUE score on IN-22: 15.545328465618004
Framework versions
- Transformers 4.42.3
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Languages
- en, hi
- Created
- Aug 1, 2024
- Updated
- Aug 1, 2024