Beta
Explore
Marketplace
Neural Labs
Playground
Wallet
Docs
toxic-initial-training – AI Model by Dharil | AlphaNeural AI
You can deploy this model and start earning money today!
Dharil
/
toxic-initial-training
like
0
transformers
safetensors
bert
text-classification
generated_from_trainer
unitary/toxic-bert
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
results
This model is a fine-tuned version of
unitary/toxic-bert
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.3031
Accuracy: 64.2857
Hamming Loss: 0.1111
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: 0.001
train_batch_size: 16
eval_batch_size: 64
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
Hamming Loss
0.2107
1.0
11
0.3031
64.2857
0.1111
0.1632
2.0
22
0.3285
54.7619
0.1349
0.1236
3.0
33
0.3710
64.2857
0.0952
Framework versions
Transformers 4.48.3
Pytorch 2.5.1+cu124
Datasets 3.3.2
Tokenizers 0.21.0
