my_awesome_billsum_model – AI Model by S-04 | AlphaNeural AI

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S-04/
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: 2.4716
Rouge1: 0.1371
Rouge2: 0.0482
Rougel: 0.1135
Rougelsum: 0.1135
Gen Len: 19.0

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
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	2.7645	0.1292	0.0406	0.1092	0.1091	19.0
No log	2.0	124	2.5526	0.1353	0.0439	0.1109	0.1111	19.0
No log	3.0	186	2.4878	0.137	0.0469	0.1129	0.1129	19.0
No log	4.0	248	2.4716	0.1371	0.0482	0.1135	0.1135	19.0

Framework versions

Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1