Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
fine-url-classifier – AI Model by jonbarlow | AlphaNeural AI
You can deploy this model and start earning money today!
jonbarlow
/
fine-url-classifier
like
0
tensorboard
safetensors
distilbert
generated_from_trainer
distilbert/distilbert-base-uncased
finetune
apache-2.0
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
fine-url-classifier
This model is a fine-tuned version of
distilbert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.7777
Accuracy: 0.5463
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: 1e-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: 100
num_epochs: 4
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
370
2.3187
0.4185
2.6932
2.0
740
1.9919
0.4902
1.99
3.0
1110
1.8346
0.5332
1.99
4.0
1480
1.7777
0.5463
Framework versions
Transformers 4.36.2
Pytorch 2.1.2
Datasets 2.16.1
Tokenizers 0.15.0
