Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
new_summary_model – AI Model by karthiksab | AlphaNeural AI
You can deploy this model and start earning money today!
karthiksab
/
new_summary_model
like
0
transformers
tensorboard
safetensors
t5
text2text-generation
generated_from_trainer
google-t5/t5-small
finetune
apache-2.0
text-generation-inference
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
new_summary_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: 1.4928
Rouge1: 0.22
Rouge2: 0.09
Rougel: 0.18
Rougelsum: 0.18
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: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
1.7131
1.0
1615
1.5056
0.21
0.09
0.18
0.18
1.7014
2.0
3230
1.4948
0.21
0.09
0.18
0.18
1.6827
3.0
4845
1.4928
0.22
0.09
0.18
0.18
Framework versions
Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2
