my_awesome_opus_books_model – AI Model by sakt90 | AlphaNeural AI

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sakt90/
my_awesome_opus_books_model

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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my_awesome_opus_books_model

This model is a fine-tuned version of google-t5/t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.5191
Bleu: 6.3813
Gen Len: 17.539

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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.8456	1.0	6355	1.6112	5.7972	17.5672
1.7857	2.0	12710	1.5620	6.1557	17.5515
1.7359	3.0	19065	1.5358	6.2797	17.5462
1.7219	4.0	25420	1.5226	6.3581	17.5427
1.7219	5.0	31775	1.5191	6.3813	17.539

Framework versions

Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1