diff --git a/turtorial.ipynb b/turtorial.ipynb
index 8b009338..29b33f31 100644
--- a/turtorial.ipynb
+++ b/turtorial.ipynb
@@ -1073,8 +1073,6 @@
         "\n",
         "YOLOv6 is a single-stage object detection framework dedicated to industrial applications, with hardware-friendly efficient design and high performance.\n",
         "\n",
-        "YOLOv6-nano achieves 35.0 mAP on COCO val2017 dataset with 1242 FPS on T4 using TensorRT FP16 for bs32 inference, and YOLOv6-s achieves 43.1 mAP on COCO val2017 dataset with 520 FPS on T4 using TensorRT FP16 for bs32 inference.\n",
-        "\n",
         "YOLOv6 is composed of the following methods:\n",
         "\n",
         "Hardware-friendly Design for Backbone and Neck\n",
@@ -1164,7 +1162,7 @@
       "source": [
         "# Download a pretrained model\n",
         "import torch\n",
-        "torch.hub.download_url_to_file('https://github.com/meituan/YOLOv6/releases/download/0.2.0/yolov6s.pt', 'yolov6s.pt')"
+        "torch.hub.download_url_to_file('https://github.com/meituan/YOLOv6/releases/download/0.3.0/yolov6s.pt', 'yolov6s.pt')"
       ],
       "metadata": {
         "id": "g2LM77g4i-TK",