my_awesome_opus_books_model – AI Model by sarveshchaudhari | AlphaNeural AI

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sarveshchaudhari/
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: 0.0199
Bleu: 0.0
Gen Len: 15.3322
Meteor: 0.334

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: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len	Meteor
0.0225	1.0	2350	0.0212	0.0	13.3211	0.3919
0.0214	2.0	4700	0.0206	0.0	15.8069	0.3832
0.021	3.0	7050	0.0204	0.0	15.9015	0.3599
0.0207	4.0	9400	0.0204	0.0	13.5323	0.3856
0.0206	5.0	11750	0.0202	0.0	16.8016	0.249
0.0203	6.0	14100	0.0201	0.0	13.7396	0.3848
0.0204	7.0	16450	0.0200	0.0	15.1254	0.3674
0.0203	8.0	18800	0.0200	0.0	14.3336	0.3826
0.0203	9.0	21150	0.0199	0.0	14.9733	0.3565
0.0203	10.0	23500	0.0199	0.0	15.3322	0.334

Framework versions

Transformers 4.45.1
Pytorch 2.4.1
Datasets 3.0.1
Tokenizers 0.20.0