my_awesome_billsum_model – AI Model by najalee | AlphaNeural AI

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najalee/
my_awesome_billsum_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_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:

Loss: 2.5453
Rouge1: 0.1489
Rouge2: 0.0501
Rougel: 0.121
Rougelsum: 0.1213
Gen Len: 20.0

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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.8294	0.1316	0.0376	0.1085	0.1086	20.0
No log	2.0	124	2.6213	0.1451	0.0485	0.1183	0.1185	20.0
No log	3.0	186	2.5621	0.1471	0.0503	0.1196	0.1199	20.0
No log	4.0	248	2.5453	0.1489	0.0501	0.121	0.1213	20.0

Framework versions

Transformers 4.51.3
Pytorch 2.7.0+cu118
Datasets 3.5.1
Tokenizers 0.21.1