billsum_model_version1 – AI Model by aitorj02 | AlphaNeural AI

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aitorj02/
billsum_model_version1

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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billsum_model_version1

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: 2.5318
Rouge1: 0.1418
Rouge2: 0.0491
Rougel: 0.1168
Rougelsum: 0.1169
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	2.8334	0.1312	0.0413	0.1091	0.1091	20.0
No log	2.0	124	2.6159	0.134	0.0449	0.1105	0.1105	20.0
No log	3.0	186	2.5496	0.1405	0.0488	0.1161	0.1162	20.0
No log	4.0	248	2.5318	0.1418	0.0491	0.1168	0.1169	20.0

Framework versions

Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.21.1