my_awesome_billsum_model – AI Model by cotysong113 | AlphaNeural AI

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cotysong113/
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: 2.5440
Rouge1: 0.1472
Rouge2: 0.0515
Rougel: 0.1192
Rougelsum: 0.1191
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

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.8335	0.1345	0.0409	0.1104	0.1105	20.0
No log	2.0	124	2.6240	0.1436	0.0503	0.1171	0.1168	20.0
No log	3.0	186	2.5595	0.1485	0.0536	0.1198	0.1197	20.0
No log	4.0	248	2.5440	0.1472	0.0515	0.1192	0.1191	20.0

Framework versions

Transformers 4.47.0
Pytorch 2.5.1+cu124
Datasets 2.21.0
Tokenizers 0.21.0