my_awesome_billsum_model – AI Model by JOSALPHO | AlphaNeural AI

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JOSALPHO/
my_awesome_billsum_model

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text2text-generation

generated_from_trainer

arxiv-summarization

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 arxiv-summarization dataset. It achieves the following results on the evaluation set:

Loss: 2.8844
Rouge1: 0.1446
Rouge2: 0.0426
Rougel: 0.1172
Rougelsum: 0.117
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	63	3.0098	0.1319	0.0348	0.105	0.1049	19.0
No log	2.0	126	2.9186	0.1383	0.0393	0.1121	0.1119	19.0
No log	3.0	189	2.8920	0.1441	0.0424	0.1166	0.1165	19.0
No log	4.0	252	2.8844	0.1446	0.0426	0.1172	0.117	19.0

Framework versions

Transformers 4.33.3
Pytorch 2.0.1+cpu
Datasets 2.14.5
Tokenizers 0.13.3