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my_awesome_opus_books_model – AI Model by kmok1 | AlphaNeural AI
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kmok1
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my_awesome_opus_books_model
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transformers
tensorboard
safetensors
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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my_awesome_opus_books_model
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: 1.6110
Bleu: 5.6581
Gen Len: 17.578
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
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
1.8575
1.0
6355
1.6353
5.4946
17.5793
1.8154
2.0
12710
1.6110
5.6581
17.578
Framework versions
Transformers 4.35.2
Pytorch 1.13.1+cu117
Datasets 2.15.0
Tokenizers 0.15.0
