metadata

license: gemma
library_name: peft
tags:
  - trl
  - sft
  - generated_from_trainer
base_model: google/codegemma-2b
datasets:
  - generator
model-index:
  - name: codegemma-2b-duckdb-text-to-sql
    results: []

codegemma-2b-duckdb-text-to-sql

This model is a fine-tuned version of google/codegemma-2b 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: 2
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 4
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 0.7.2.dev0
Transformers 4.38.2
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.2