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mbart-neutralization – AI Model by CarlaLlavador | AlphaNeural AI
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CarlaLlavador
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mbart-neutralization
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transformers
safetensors
mbart
text2text-generation
simplification
generated_from_trainer
facebook/mbart-large-50
finetune
mit
endpoints_compatible
us
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mbart-neutralization
This model is a fine-tuned version of
facebook/mbart-large-50
on the dataset
https://huggingface.co/datasets/somosnlp-hackathon-2022/neutral-es
, a dataset for translating from "normal" Spanish to "inclusive" Spanish.. It achieves the following results on the evaluation set:
Loss: 0.0108
Bleu: 98.1542
Gen Len: 18.7396
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: 5.6e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
No log
1.0
440
0.0250
95.7694
18.6458
0.2254
2.0
880
0.0108
98.1542
18.7396
Framework versions
Transformers 4.49.0
Pytorch 2.5.1+cu124
Datasets 3.3.2
Tokenizers 0.21.0
