my_awesome_newssum_model – AI Model by rod16 | AlphaNeural AI

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my_awesome_newssum_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_newssum_model

This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3029
Rouge1: 0.1908
Rouge2: 0.1287
Rougel: 0.1738
Rougelsum: 0.174
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: 8
eval_batch_size: 8
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	223	0.3720	0.1844	0.121	0.1663	0.1665	19.0
No log	2.0	446	0.3240	0.1876	0.124	0.1692	0.1694	19.0
0.664	3.0	669	0.3072	0.1876	0.1244	0.1701	0.1704	19.0
0.664	4.0	892	0.3029	0.1908	0.1287	0.1738	0.174	19.0

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.1
Tokenizers 0.13.3