my_awesome_billsum_model – AI Model by kwy0828 | 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: 2.5398
Rouge1: 0.1444
Rouge2: 0.0521
Rougel: 0.1203
Rougelsum: 0.1205
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	2.8337	0.1285	0.0382	0.1063	0.1066	19.0
No log	2.0	124	2.6186	0.1346	0.0442	0.1122	0.112	19.0
No log	3.0	186	2.5559	0.1415	0.052	0.1184	0.1183	19.0
No log	4.0	248	2.5398	0.1444	0.0521	0.1203	0.1205	19.0

Framework versions

Transformers 4.29.2
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3