{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ScrubData \u2014 QLoRA fine-tune (Colab Pro+)\n",
    "Runtime \u2192 A100 GPU + High-RAM. Add HF_TOKEN in Colab Secrets (key icon). Then Run all."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {},
   "source": [
    "!pip install -q unsloth"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "code",
   "metadata": {},
   "source": [
    "import os\n",
    "from google.colab import userdata\n",
    "os.environ[\"HF_TOKEN\"] = userdata.get(\"HF_TOKEN\")\n",
    "from huggingface_hub import hf_hub_download\n",
    "hf_hub_download(\"ricalanis/scrubdata-sft\", \"train_qlora.py\", repo_type=\"dataset\", local_dir=\".\")"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "code",
   "metadata": {},
   "source": [
    "!python train_qlora.py --data-repo ricalanis/scrubdata-sft --out-repo ricalanis/scrubdata-qwen3-4b --epochs 2"
   ],
   "outputs": [],
   "execution_count": null
  }
 ],
 "metadata": {
  "accelerator": "GPU",
  "colab": {
   "provenance": []
  },
  "kernelspec": {
   "name": "python3",
   "display_name": "Python 3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}