my_awesome_billsum_model – AI Model by qxjl1010 | AlphaNeural AI

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qxjl1010/
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: 2.5541
Rouge1: 0.1441
Rouge2: 0.0526
Rougel: 0.1206
Rougelsum: 0.1203
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	2.8498	0.1244	0.0361	0.105	0.1049	19.0
No log	2.0	124	2.6342	0.1341	0.0447	0.1127	0.1126	19.0
No log	3.0	186	2.5700	0.1426	0.0506	0.1183	0.1182	19.0
No log	4.0	248	2.5541	0.1441	0.0526	0.1206	0.1203	19.0

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.15.0