t5-small-finetuned-BBCNews_v2 – AI Model by RMWeerasinghe | AlphaNeural AI

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RMWeerasinghe/
t5-small-finetuned-BBCNews_v2

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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t5-small-finetuned-BBCNews_v2

This model is a fine-tuned version of google-t5/t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.3170
Rouge1: 0.1558
Rouge2: 0.1263
Rougel: 0.1483
Rougelsum: 0.1496

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: 4e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 5
total_train_batch_size: 20
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
No log	1.0	75	0.4430	0.1374	0.098	0.1257	0.1289
No log	1.99	150	0.3657	0.1466	0.1112	0.1367	0.1388
No log	2.99	225	0.3449	0.1536	0.1222	0.145	0.147
No log	3.99	300	0.3320	0.1534	0.1226	0.1454	0.147
0.609	5.0	376	0.3245	0.1534	0.1229	0.1457	0.1472
0.609	6.0	451	0.3214	0.155	0.125	0.147	0.1486
0.609	6.99	526	0.3181	0.1555	0.1261	0.148	0.1496
0.609	7.98	600	0.3170	0.1558	0.1263	0.1483	0.1496

Framework versions

Transformers 4.32.0
Pytorch 2.1.2
Datasets 2.12.0
Tokenizers 0.13.3