Beta
Explore
Marketplace
Neural Labs
Playground
Wallet
Docs
emoBERTTamil – AI Model by DeadBeast | AlphaNeural AI
You can deploy this model and start earning money today!
DeadBeast
/
emoBERTTamil
like
0
transformers
pytorch
tensorboard
bert
text-classification
generated_from_trainer
tamilmixsentiment
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
emoBERTTamil
This model is a fine-tuned version of
bert-base-uncased
on the tamilmixsentiment dataset. It achieves the following results on the evaluation set:
Loss: 0.9666
Accuracy: 0.671
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
1.1128
1.0
250
1.0290
0.672
1.0226
2.0
500
1.0172
0.686
0.9137
3.0
750
0.9666
0.671
Framework versions
Transformers 4.9.2
Pytorch 1.9.0+cu102
Datasets 1.11.0
Tokenizers 0.10.3
