model – AI Model by hammadali1805 | AlphaNeural AI

You can deploy this model and start earning money today!

hammadali1805/
model

like

0

generated_from_trainer

google-t5/t5-small

Views

No views yet

model

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

Loss: 2.3571
Rouge1: 0.1552
Rouge2: 0.0673
Rougel: 0.1307
Rougelsum: 0.1308
Gen Len: 18.9893

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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	352	2.4060	0.1516	0.0638	0.1275	0.1276	18.9893
2.6991	2.0	704	2.3757	0.1545	0.0664	0.13	0.1301	18.9893
2.6372	3.0	1056	2.3621	0.1556	0.0676	0.131	0.131	18.9893
2.6372	4.0	1408	2.3571	0.1552	0.0673	0.1307	0.1308	18.9893

Framework versions

PEFT 0.11.1
Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1