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sql_generator – AI Model by alibidaran | AlphaNeural AI
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alibidaran
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sql_generator
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transformers
pytorch
tensorboard
gpt2
text-generation
generated_from_trainer
b-mc2/sql-create-context
openai-community/gpt2
finetune
mit
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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sql_generator
This model is a fine-tuned version of
gpt2
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.3671
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: 0.0001
train_batch_size: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 1000
num_epochs: 4
Training results
Training Loss
Epoch
Step
Validation Loss
5.0761
1.81
1000
1.4913
1.4004
3.62
2000
1.3671
Framework versions
Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.1
Tokenizers 0.13.3
