my_awesome_billsum_model – AI Model by Brez | 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 multi_news dataset. It achieves the following results on the evaluation set:

Loss: 2.6768
Rouge1: 0.1003
Rouge2: 0.0337
Rougel: 0.0777
Rougelsum: 0.0777
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: 2
eval_batch_size: 2
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
3.0003	1.0	22486	2.7383	0.0993	0.0332	0.077	0.077	19.0
2.9276	2.0	44972	2.6999	0.1001	0.0332	0.0774	0.0774	19.0
2.9036	3.0	67458	2.6795	0.1004	0.0338	0.0778	0.0778	19.0
2.9043	4.0	89944	2.6768	0.1003	0.0337	0.0777	0.0777	19.0

Framework versions

Transformers 4.27.1
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2