my_awesome_billsum_model – AI Model by Arezo93 | AlphaNeural AI

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Arezo93/
my_awesome_billsum_model

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text2text-generation

generated_from_keras_callback

google-t5/t5-small

endpoints_compatible

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Arezo93/my_awesome_billsum_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:

Train Loss: 3.2664
Validation Loss: 2.9894
Train Rouge1: 0.1347
Train Rouge2: 0.0421
Train Rougel: 0.1112
Train Rougelsum: 0.1112
Train Gen Len: 19.0
Epoch: 2

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:

optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: float32

Training results

Train Loss	Validation Loss	Train Rouge1	Train Rouge2	Train Rougel	Train Rougelsum	Train Gen Len	Epoch
4.2020	3.4100	0.1359	0.0453	0.114	0.1142	19.0	0
3.4714	3.1392	0.1263	0.0381	0.1055	0.1058	19.0	1
3.2664	2.9894	0.1347	0.0421	0.1112	0.1112	19.0	2

Framework versions

Transformers 4.42.4
TensorFlow 2.15.0
Datasets 2.20.0
Tokenizers 0.19.1