t5-small-finetuned-BBCNews – AI Model by RMWeerasinghe | AlphaNeural AI

You can deploy this model and start earning money today!

RMWeerasinghe/
t5-small-finetuned-BBCNews

like

0

text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

Views

No views yet

t5-small-finetuned-BBCNews

This model is a fine-tuned version of google-t5/t5-small on the BBC News Articles dataset. It achieves the following results on the evaluation set:

Loss: 0.7321
Rouge1: 0.1672
Rouge2: 0.1387
Rougel: 0.1605
Rougelsum: 0.1622

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: 5.6e-05
train_batch_size: 5
eval_batch_size: 5
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
1.0538	1.0	344	0.7877	0.156	0.1219	0.1472	0.1492
0.7611	2.0	688	0.7479	0.1641	0.1333	0.1565	0.1577
0.7189	3.0	1032	0.7400	0.1659	0.1365	0.1589	0.1606
0.7021	4.0	1376	0.7370	0.1671	0.138	0.1603	0.1618
0.6976	5.0	1720	0.7321	0.1672	0.1387	0.1605	0.1622

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1