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code-llama-7b-text-to-sql

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code-llama-7b-text-to-sql

This model is a fine-tuned version of codellama/CodeLlama-7b-hf on the generator dataset.

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: 0.0002
train_batch_size: 3
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 6
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.03
num_epochs: 3

Training results

Framework versions

PEFT 0.11.1
Transformers 4.41.0
Pytorch 2.2.0a0+81ea7a4
Datasets 2.19.1
Tokenizers 0.19.1

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Base model

codellama/CodeLlama-7b-hf

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Evaluation results

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