Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
roberta_task1_post_5_epoch – AI Model by abdulmanaam | AlphaNeural AI
You can deploy this model and start earning money today!
abdulmanaam
/
roberta_task1_post_5_epoch
like
0
transformers
tensorboard
safetensors
roberta
text-classification
generated_from_trainer
FacebookAI/roberta-base
finetune
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
roberta_task1_post_5_epoch
This model is a fine-tuned version of
FacebookAI/roberta-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.8060
Accuracy: 0.72
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
200
0.7504
0.6825
No log
2.0
400
0.7071
0.7075
0.7789
3.0
600
0.7133
0.72
0.7789
4.0
800
0.7672
0.7275
0.4021
5.0
1000
0.8060
0.72
Framework versions
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1
