---
library_name: transformers
base_model: Qwen/Qwen3-4B-Instruct-2507
tags:
- alignment-handbook
- generated_from_trainer
datasets:
- griffith-bigdata/sft_text2sql
model-index:
- name: Qwen3-4B-SQL-Writer
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# Qwen3-4B-SQL-Writer

This model is a fine-tuned version of [/export/home/s2986280/Qwen/Qwen3-4B-Instruct-2507](https://huggingface.co//export/home/s2986280/Qwen/Qwen3-4B-Instruct-2507) on the /export/home/s2986280/sft_text2sql_v2 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: 2e-05
- train_batch_size: 2
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 64
- total_train_batch_size: 128
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- num_epochs: 2

### Training results



### Framework versions

- Transformers 4.57.1
- Pytorch 2.2.2
- Datasets 4.1.1
- Tokenizers 0.22.1