Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
results_sarcasm – AI Model by Martianboy2050 | AlphaNeural AI
You can deploy this model and start earning money today!
Martianboy2050
/
results_sarcasm
like
0
safetensors
roberta
generated_from_trainer
cardiffnlp/twitter-roberta-base-sentiment-latest
finetune
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
results_sarcasm
This model is a fine-tuned version of
cardiffnlp/twitter-roberta-base-sentiment-latest
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.0805
Accuracy: 0.951
F1: 0.9508
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
Accuracy
F1
0.0925
1.0
250
0.0799
0.95
0.9497
0.0885
2.0
500
0.0796
0.95
0.9497
0.0869
3.0
750
0.0805
0.951
0.9508
Framework versions
Transformers 4.35.2
Pytorch 2.1.1+cu121
Datasets 3.2.0
Tokenizers 0.15.1
