Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
t5-small-finetuned-xlsum – AI Model by fanzru | AlphaNeural AI
You can deploy this model and start earning money today!
fanzru
/
t5-small-finetuned-xlsum
like
0
transformers
pytorch
tensorboard
t5
text2text-generation
generated_from_trainer
xlsum
apache-2.0
model-index
text-generation-inference
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
t5-small-finetuned-xlsum
This model is a fine-tuned version of
t5-small
on the xlsum dataset. It achieves the following results on the evaluation set:
Loss: 2.4217
Rouge1: 29.1774
Rouge2: 8.0493
Rougel: 22.5235
Rougelsum: 22.5715
Gen Len: 18.8415
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: 1
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
Gen Len
2.7017
1.0
19158
2.4217
29.1774
8.0493
22.5235
22.5715
18.8415
Framework versions
Transformers 4.13.0
Pytorch 1.13.0+cu116
Datasets 2.8.0
Tokenizers 0.10.3
