Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
twitter-roberta-large-go-emotions – AI Model by Prasadrao | AlphaNeural AI
You can deploy this model and start earning money today!
Prasadrao
/
twitter-roberta-large-go-emotions
like
0
transformers
tensorboard
safetensors
roberta
text-classification
generated_from_trainer
cardiffnlp/twitter-roberta-large-2022-154m
finetune
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
twitter-roberta-large-go-emotions
This model is a fine-tuned version of
cardiffnlp/twitter-roberta-large-2022-154m
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.0816
Accuracy: 0.4644
Precision: 0.5709
Recall: 0.5184
F1: 0.5123
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: 128
eval_batch_size: 128
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
Precision
Recall
F1
No log
1.0
340
0.0889
0.4342
0.4653
0.4303
0.4243
0.1082
2.0
680
0.0819
0.4521
0.5253
0.4991
0.4856
0.1082
3.0
1020
0.0816
0.4644
0.5709
0.5184
0.5123
Framework versions
Transformers 4.37.0
Pytorch 2.1.2
Datasets 2.15.0
Tokenizers 0.15.1
