philschmid / code-llama-3-1-8b-text-to-sql-lora

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Total runs: 2.4K
24-hour runs: 0
7-day runs: -832
30-day runs: -1.3K
Model's Last Updated: August 29 2024

Introduction of code-llama-3-1-8b-text-to-sql-lora

Model Details of code-llama-3-1-8b-text-to-sql-lora

code-llama-3-1-8b-text-to-sql

This model is a fine-tuned version of meta-llama/Meta-Llama-3.1-8B 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: 1
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 8
  • 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 0.12.0
  • Transformers 4.44.2
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of philschmid code-llama-3-1-8b-text-to-sql-lora on huggingface.co

2.4K
Total runs
0
24-hour runs
-273
3-day runs
-832
7-day runs
-1.3K
30-day runs

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More code-llama-3-1-8b-text-to-sql-lora license Visit here:

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https://huggingface.co/philschmid/code-llama-3-1-8b-text-to-sql-lora

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https://huggingface.co/philschmid/code-llama-3-1-8b-text-to-sql-lora

code-llama-3-1-8b-text-to-sql-lora install

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