my_awesome_billsum_model – AI Model by psin | AlphaNeural AI

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my_awesome_billsum_model

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text2text-generation

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text-generation-inference

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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: 2.5660
Rouge1: 0.1458
Rouge2: 0.0537
Rougel: 0.1216
Rougelsum: 0.1215
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	2.8518	0.1308	0.0417	0.1123	0.1122	19.0
No log	2.0	124	2.6435	0.1433	0.0531	0.1207	0.1204	19.0
No log	3.0	186	2.5827	0.1433	0.0512	0.1192	0.119	19.0
No log	4.0	248	2.5660	0.1458	0.0537	0.1216	0.1215	19.0

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3