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distilbert-sql-timeout-classifier-with-features-4096 – AI Model by Lifehouse | AlphaNeural AI
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Lifehouse
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distilbert-sql-timeout-classifier-with-features-4096
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transformers
safetensors
distilbert
text-classification
generated_from_trainer
generator
distilbert/distilbert-base-uncased
finetune
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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distilbert-sql-timeout-classifier-with-features-4096
This model is a fine-tuned version of
distilbert-base-uncased
on the generator dataset. It achieves the following results on the evaluation set:
Loss: 0.4014
Accuracy: 0.9163
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: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.4772
1.0
3347
0.7204
0.8532
0.3896
2.0
6694
0.4502
0.8944
0.2344
3.0
10041
0.4014
0.9163
Framework versions
Transformers 4.38.1
Pytorch 2.2.1+cu121
Datasets 2.17.1
Tokenizers 0.15.2
