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machine_translation-en-fr-opus – AI Model by nikhilwani | AlphaNeural AI
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nikhilwani
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machine_translation-en-fr-opus
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transformers
pytorch
t5
text2text-generation
generated_from_trainer
opus_books
google-t5/t5-small
finetune
apache-2.0
model-index
text-generation-inference
endpoints_compatible
us
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machine_translation-en-fr-opus
This model is a fine-tuned version of
t5-small
on the opus_books dataset. It achieves the following results on the evaluation set:
Loss: 1.6074
Bleu: 5.7442
Gen Len: 17.6073
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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
1.868
1.0
6355
1.6313
5.5594
17.6238
1.8212
2.0
12710
1.6074
5.7442
17.6073
Framework versions
Transformers 4.33.1
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
