Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
t5-cnn – AI Model by MadFace | AlphaNeural AI
You can deploy this model and start earning money today!
MadFace
/
t5-cnn
like
0
transformers
pytorch
tensorboard
t5
text2text-generation
generated_from_trainer
text-generation-inference
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
t5-cnn
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.4562
Rouge1: 25.1836
Rouge2: 12.0806
Rougel: 20.818
Rougelsum: 23.6868
Gen Len: 18.9986
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: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
Gen Len
1.4286
1.0
50000
1.4562
25.1836
12.0806
20.818
23.6868
18.9986
Framework versions
Transformers 4.19.2
Pytorch 1.11.0+cu113
Datasets 2.2.2
Tokenizers 0.12.1
