Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
tweets – AI Model by dancrvlh | AlphaNeural AI
You can deploy this model and start earning money today!
dancrvlh
/
tweets
like
0
transformers
pytorch
deberta-v2
text-classification
generated_from_trainer
microsoft/deberta-v3-small
finetune
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
outputs
This model is a fine-tuned version of
microsoft/deberta-v3-small
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.6423
Pearson: 0.8016
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: 8e-05
train_batch_size: 64
eval_batch_size: 128
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Pearson
No log
1.0
59
1.4008
0.4701
No log
2.0
118
0.8380
0.7255
No log
3.0
177
0.7382
0.7834
No log
4.0
236
0.6273
0.7978
No log
5.0
295
0.6423
0.8016
Framework versions
Transformers 4.33.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3
