Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
robbert_base_fine_tuned_sent140 – AI Model by ArafatBHossain | AlphaNeural AI
You can deploy this model and start earning money today!
ArafatBHossain
/
robbert_base_fine_tuned_sent140
like
0
transformers
pytorch
tensorboard
roberta
text-classification
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
robbert_base_fine_tuned_sent140
This model is a fine-tuned version of
roberta-base
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.9218
Accuracy: 0.7433
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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
408
0.8129
0.7246
0.9065
2.0
816
0.7640
0.7273
0.5407
3.0
1224
0.9218
0.7433
Framework versions
Transformers 4.20.1
Pytorch 1.11.0
Datasets 2.1.0
Tokenizers 0.12.1
