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Meta-Llama-3-8B-text-to-sql-flash-attention-2 – AI Model by frankmorales2020 | AlphaNeural AI
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frankmorales2020
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Meta-Llama-3-8B-text-to-sql-flash-attention-2
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peft
tensorboard
safetensors
trl
sft
generated_from_trainer
generator
meta-llama/Meta-Llama-3-8B
adapter
llama3
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Meta-Llama-3-8B-text-to-sql-flash-attention-2
This model is a fine-tuned version of
meta-llama/Meta-Llama-3-8B
on the generator dataset.
Model description
Innovative Adaptation of Meta-Llama-3–8B for Text-to-SQL:
https://medium.com/@frankmorales_91352/innovative-adaptation-of-meta-llama-3-8b-for-text-to-sql-d53544725154
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 4.41.1
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1
