diff --git a/tutorials/llm/llama-3/nemo2-sft-peft/nemo2-sft.ipynb b/tutorials/llm/llama-3/nemo2-sft-peft/nemo2-sft.ipynb
index ccd645e047c8..71dd1c264698 100644
--- a/tutorials/llm/llama-3/nemo2-sft-peft/nemo2-sft.ipynb
+++ b/tutorials/llm/llama-3/nemo2-sft-peft/nemo2-sft.ipynb
@@ -106,15 +106,9 @@
    },
    "outputs": [],
    "source": [
-    "from datasets import load_dataset\n",
     "from typing import List, Optional\n",
-    "from nemo.collections.common.tokenizers import TokenizerSpec\n",
     "from nemo.lightning.io.mixin import IOMixin\n",
     "from nemo.collections.llm.gpt.data.fine_tuning import FineTuningDataModule\n",
-    "import json\n",
-    "from nemo.utils import logging\n",
-    "import numpy as np\n",
-    "import shutil\n",
     "\n",
     "class DollyDataModule(FineTuningDataModule, IOMixin):\n",
     "    def __init__(\n",