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bart-base-translation-es-en
vgaraujov/bart-base-translation-es-en
bart-base-translation-es-en is a machine learning model from vgaraujov. 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
- bart
- Access
- Public
- Created
- Oct 25, 2023
- Updated
- Dec 1, 2023
- SHA
- 6f61c46b
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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. -->
BARTO (base-sized model) for es-en translation
This model is a fine-tuned version of BARTO on a small portion of WMT13 es-en dataset. It achieves the following results on the evaluation set:
- Loss: 1.4562
- Bleu: 30.222
- Gen Len: 42.0952
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.005
- train_batch_size: 96
- eval_batch_size: 96
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 384
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 40000
- training_steps: 5000
Framework versions
- Transformers 4.33.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.14.4
- Tokenizers 0.13.3
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Languages
- es, en
- Created
- Oct 25, 2023
- Updated
- Dec 1, 2023