Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
xlnet-base-cased-disaster-twitter – AI Model by JiaJiaCen | AlphaNeural AI
You can deploy this model and start earning money today!
JiaJiaCen
/
xlnet-base-cased-disaster-twitter
like
0
transformers
tensorboard
safetensors
xlnet
text-classification
generated_from_trainer
xlnet/xlnet-base-cased
finetune
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
xlnet-base-cased-disaster-twitter
This model is a fine-tuned version of
xlnet/xlnet-base-cased
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.5119
F1: 0.7805
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: 1e-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
Training results
Training Loss
Epoch
Step
Validation Loss
F1
No log
1.0
381
0.5119
0.7805
0.2994
2.0
762
0.5310
0.7807
0.2451
3.0
1143
0.6690
0.7742
Framework versions
Transformers 4.38.1
Pytorch 2.1.2
Datasets 2.1.0
Tokenizers 0.15.2
