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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 meta-llama/Meta-Llama-3-8B-Instruct on the generator dataset.

Model description

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Intended uses & limitations

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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: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 2
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 4.41.1
Pytorch 2.3.0.post301
Datasets 2.19.1
Tokenizers 0.19.1

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Model tree for binhduong2310/code-llama-7b-text-to-sql

Base model

meta-llama/Meta-Llama-3-8B-Instruct

Adapter

(623)

this model

Evaluation results

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