my_awesome_billsum_model – AI Model by rogerwang87 | AlphaNeural AI

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rogerwang87/
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: 2.5207
Rouge1: 0.1357
Rouge2: 0.0467
Rougel: 0.1127
Rougelsum: 0.1127
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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.8090	0.1261	0.0338	0.1044	0.1043	19.0
No log	2.0	124	2.6004	0.135	0.0437	0.1119	0.1121	19.0
No log	3.0	186	2.5377	0.1351	0.045	0.1121	0.1121	19.0
No log	4.0	248	2.5207	0.1357	0.0467	0.1127	0.1127	19.0

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2