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eng-ind-simcse_nbrs_l
aroot/eng-ind-simcse_nbrs_l
eng-ind-simcse_nbrs_l is a translation model from aroot. Use it when you need text moved from one language to another. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Translation
- Library
- transformers
- Model type
- mbart
- Access
- Public
- Created
- Jul 18, 2023
- Updated
- Jul 18, 2023
- SHA
- 6f0a46a0
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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. -->
eng-ind-simcse_nbrs_l
This model is a fine-tuned version of facebook/mbart-large-50-many-to-many-mmt on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.8605
- Bleu: 21.2163
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: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
Framework versions
- Transformers 4.26.1
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Translation
- Library
- transformers
- Type
- mbart
- Created
- Jul 18, 2023
- Updated
- Jul 18, 2023