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distilbert-base-cased-sqli-classifier – AI Model by rizkyramadhana26 | AlphaNeural AI
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distilbert-base-cased-sqli-classifier
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transformers
safetensors
distilbert
text-classification
generated_from_trainer
distilbert/distilbert-base-cased
finetune
apache-2.0
text-embeddings-inference
endpoints_compatible
us
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distilbert-base-cased-sqli-classifier
This model is a fine-tuned version of
distilbert-base-cased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.0059
Accuracy: 0.9992
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: 2e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.0298
1.0
773
0.0081
0.9985
0.0029
2.0
1546
0.0051
0.9992
0.0007
3.0
2319
0.0059
0.9992
Framework versions
Transformers 4.46.3
Pytorch 2.4.1+cu121
Datasets 3.1.0
Tokenizers 0.20.3
