my_awesome_ects_model – AI Model by Otavio12 | AlphaNeural AI

You can deploy this model and start earning money today!

Otavio12/
my_awesome_ects_model

like

0

text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

Views

No views yet

my_awesome_ects_model

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: 2.2922
Rouge1: 0.2697
Rouge2: 0.1698
Rougel: 0.2563
Rougelsum: 0.2565
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: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	106	3.0113	0.1325	0.0481	0.1134	0.1132	19.0
No log	2.0	212	2.6834	0.2312	0.1285	0.2126	0.2131	19.0
No log	3.0	318	2.5284	0.2593	0.1507	0.2419	0.2415	19.0
No log	4.0	424	2.4443	0.263	0.1583	0.2465	0.2466	19.0
3.0639	5.0	530	2.3860	0.2679	0.1643	0.2541	0.254	19.0
3.0639	6.0	636	2.3454	0.2677	0.1658	0.2535	0.2534	19.0
3.0639	7.0	742	2.3214	0.2656	0.1651	0.2526	0.2526	19.0
3.0639	8.0	848	2.3054	0.2693	0.1699	0.2562	0.2564	19.0
3.0639	9.0	954	2.2950	0.2721	0.1717	0.2579	0.258	19.0
2.5574	10.0	1060	2.2922	0.2697	0.1698	0.2563	0.2565	19.0

Framework versions

Transformers 4.41.1
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1