Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
roberta-large-finetuned-m_express_emo – AI Model by Gregorig | AlphaNeural AI
You can deploy this model and start earning money today!
Gregorig
/
roberta-large-finetuned-m_express_emo
like
0
transformers
tensorboard
safetensors
roberta
text-classification
generated_from_trainer
FacebookAI/roberta-large
finetune
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
roberta-large-finetuned-m_express_emo
This model is a fine-tuned version of
roberta-large
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.5114
Accuracy: 0.82
F1: 0.8238
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: 32
eval_batch_size: 32
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
0.6704
1.0
51
0.5243
0.785
0.7890
0.5358
2.0
102
0.4642
0.79
0.7977
0.4406
3.0
153
0.5114
0.82
0.8238
Framework versions
Transformers 4.41.2
Pytorch 2.3.0+cu121
Tokenizers 0.19.1
