Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
roberta-base_financial_phrasebank – AI Model by masterkram | AlphaNeural AI
You can deploy this model and start earning money today!
masterkram
/
roberta-base_financial_phrasebank
like
0
transformers
pytorch
roberta
text-classification
generated_from_trainer
financial_phrasebank
FacebookAI/roberta-base
finetune
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
roberta-base_financial_phrasebank
This model is a fine-tuned version of
roberta-base
on the financial_phrasebank dataset. It achieves the following results on the evaluation set:
Loss: 0.2154
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
lr_scheduler_warmup_steps: 500
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
0.1676
1.0
227
0.3128
0.1058
2.0
454
0.2652
0.0911
3.0
681
0.2145
0.0009
4.0
908
0.2190
0.0007
5.0
1135
0.2154
Framework versions
Transformers 4.34.1
Pytorch 2.1.0
Datasets 2.14.6
Tokenizers 0.14.1
