my_awesome_billsum_model – AI Model by Mariama1222 | AlphaNeural AI

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Mariama1222/
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: 2.4573
Rouge1: 0.381
Rouge2: 0.1387
Rougel: 0.247
Rougelsum: 0.2475
Gen Len: 122.6774

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_FUSED 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	2.5870	0.3729	0.1348	0.2394	0.2394	119.2823
No log	2.0	124	2.5021	0.3719	0.1323	0.2387	0.2391	122.0605
No log	3.0	186	2.4673	0.3782	0.1357	0.2443	0.2447	122.2298
No log	4.0	248	2.4573	0.381	0.1387	0.247	0.2475	122.6774

Framework versions

Transformers 5.9.0
Pytorch 2.11.0+cu128
Datasets 4.8.5
Tokenizers 0.22.2