my_awesome_model – AI Model by RachaelHumphreys | AlphaNeural AI

You can deploy this model and start earning money today!

RachaelHumphreys/
my_awesome_model

like

0

text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

Views

No views yet

my_awesome_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: 0.3958
Rouge1: 0.5268
Rouge2: 0.3993
Rougel: 0.5121
Rougelsum: 0.5117
Gen Len: 18.9971

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: 15
eval_batch_size: 15
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	275	0.8396	0.4085	0.2121	0.3896	0.3893	18.8847
1.5912	2.0	550	0.4959	0.5262	0.386	0.5069	0.5065	18.9952
1.5912	3.0	825	0.4168	0.5279	0.3979	0.5119	0.5115	18.9971
0.6574	4.0	1100	0.3958	0.5268	0.3993	0.5121	0.5117	18.9971

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3