metadata

base_model: defog/llama-3-sqlcoder-8b
datasets:
  - generator
library_name: peft
license: cc-by-sa-4.0
tags:
  - trl
  - sft
  - generated_from_trainer
model-index:
  - name: llama3-8b-instruct-text-to-sql
    results: []

llama3-8b-instruct-text-to-sql

This model is a fine-tuned version of defog/llama-3-sqlcoder-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
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.03
num_epochs: 1

Training results

Framework versions

PEFT 0.12.0
Transformers 4.44.2
Pytorch 2.1.2
Datasets 2.21.0
Tokenizers 0.19.1