my_awesome_billsum_model – AI Model by timothytruong | AlphaNeural AI

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timothytruong/
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 t5-small on the billsum dataset. It achieves the following results on the evaluation set:

Loss: 2.5173
Rouge1: 0.1365
Rouge2: 0.0489
Rougel: 0.1158
Rougelsum: 0.1158
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	2.8028	0.1229	0.0364	0.1048	0.1048	19.0
No log	2.0	124	2.5974	0.1324	0.0467	0.1121	0.1122	19.0
No log	3.0	186	2.5350	0.1354	0.0491	0.1153	0.1151	19.0
No log	4.0	248	2.5173	0.1365	0.0489	0.1158	0.1158	19.0

Framework versions

Transformers 4.31.0
Pytorch 1.10.1+cpu
Datasets 2.13.1
Tokenizers 0.13.3