Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
xlm-roberta-base-finetuned-m_express_emo – AI Model by Gregorig | AlphaNeural AI
You can deploy this model and start earning money today!
Gregorig
/
xlm-roberta-base-finetuned-m_express_emo
like
0
transformers
tensorboard
safetensors
xlm-roberta
text-classification
generated_from_trainer
FacebookAI/xlm-roberta-base
finetune
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
xlm-roberta-base-finetuned-m_express_emo
This model is a fine-tuned version of
FacebookAI/xlm-roberta-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.4688
Accuracy: 0.805
F1: 0.8125
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: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
0.6973
1.0
26
0.6673
0.435
0.4153
0.6618
2.0
52
0.5784
0.66
0.6788
0.6081
3.0
78
0.5382
0.81
0.8111
0.5725
4.0
104
0.4756
0.81
0.8170
0.5328
5.0
130
0.4688
0.805
0.8125
Framework versions
Transformers 4.41.2
Pytorch 2.3.0+cu121
Tokenizers 0.19.1
