Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
distilbert-base-uncased-finetuned-emotions-7th – AI Model by dexion | AlphaNeural AI
You can deploy this model and start earning money today!
dexion
/
distilbert-base-uncased-finetuned-emotions-7th
like
0
transformers
pytorch
tensorboard
distilbert
text-classification
generated_from_trainer
emotion
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
distilbert-base-uncased-finetuned-emotions-7th
This model is a fine-tuned version of
distilbert-base-uncased
on the emotion dataset. It achieves the following results on the evaluation set:
Loss: 0.2243
Accuracy: 0.9255
F1: 0.9253
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: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
0.8779
1.0
250
0.3294
0.9055
0.9028
0.263
2.0
500
0.2243
0.9255
0.9253
Framework versions
Transformers 4.28.1
Pytorch 1.13.0+cu117
Datasets 2.10.1
Tokenizers 0.13.3
