diff --git a/inference/sagemaker/byos/stablediffusion_sagemaker_byos.zh.ipynb b/inference/sagemaker/byos/stablediffusion_sagemaker_byos.zh.ipynb
index fd0b7e2..7bd7fdc 100644
--- a/inference/sagemaker/byos/stablediffusion_sagemaker_byos.zh.ipynb
+++ b/inference/sagemaker/byos/stablediffusion_sagemaker_byos.zh.ipynb
@@ -127,7 +127,7 @@
    },
    "outputs": [],
    "source": [
-    "#model_name = 'andite/anything-v4.0' # 默认的，高品质、高细节的动漫风格\n",
+    "model_name = 'andite/anything-v4.0' # 默认的，高品质、高细节的动漫风格\n",
     "#model_name = 'Envvi/Inkpunk-Diffusion' # 温克朋克风格，提示词 nvinkpunk\n",
     "#model_name = 'nousr/robo-diffusion-2-base' # 看起来很酷的机器人，提示词 nousr robot \n",
     "#model_name = 'prompthero/openjourney' # openjorney 风格,提示词 mdjrny-v4 style\n",
@@ -135,7 +135,7 @@
     "#model_name = 'runwayml/stable-diffusion-inpainting'\n",
     "\n",
     "#增加 SD Webui Lora 模型加载\n",
-    "model_name = 'sakistriker/AbyssOrangeMix3'\n",
+    "#model_name = 'sakistriker/AbyssOrangeMix3'\n",
     "lora_model = 's3://sagemaker-us-east-1-596030579944/fakemonPokMonLORA/fakemonPokMonLORA_v10Beta.safetensors'\n",
     "\n",
     "\n",
@@ -147,7 +147,7 @@
     "    'SAGEMAKER_MODEL_SERVER_TIMEOUT':'600', \n",
     "    'SAGEMAKER_MODEL_SERVER_WORKERS': '1', \n",
     "    'model_name':model_name,\n",
-    "    'lora_model':lora_model,\n",
+    "    #'lora_model':lora_model,\n",
     "    's3_bucket':bucket\n",
     "}"
    ]
@@ -238,7 +238,7 @@
     "import uuid\n",
     "\n",
     "endpoint_name = f'AIGC-Quick-Kit-{str(uuid.uuid4())}'\n",
-    "instance_type = 'ml.g4dn.xlarge'\n",
+    "instance_type = 'ml.g5.xlarge'\n",
     "instance_count = 1\n",
     "async_config = AsyncInferenceConfig(output_path='s3://{0}/{1}/asyncinvoke/out/'.format(bucket, 'stablediffusion'))\n",
     "\n",
@@ -392,7 +392,8 @@
    "source": [
     "#AIGC Quick Kit txt2img\n",
     "inputs_txt2img = {\n",
-    "    \"prompt\": \"a photo of an astronaut riding a horse on mars\",\n",
+    "    #\"prompt\": \"a photo of an astronaut riding a horse on mars\",\n",
+    "    \"prompt\": \"a photo of robot standing in front a fire, cinematic style\",\n",
     "    \"negative_prompt\":\"\",\n",
     "    \"steps\":20,\n",
     "    \"sampler\":\"euler_a\",\n",
@@ -452,43 +453,6 @@
     "async_predict_fn(async_predictor,inputs_img2img)"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "d0877bea",
-   "metadata": {},
-   "source": [
-    "#### 3.2 LoRA  测试\n",
-    "测试LoRA 模型"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "c350d596",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "prompt =\"pokemon,fire, a red wolf with blue eyes\"\n",
-    "\n",
-    "\n",
-    "negative_prompt= \"nsfw, human, 1boy, 1girl,watermark, (worst quality, low quality:1.4), ( jpeg artifacts:1.4), (depth of field, bokeh, blurry, film grain, chromatic aberration, lens flare:1.0), greyscale, monochrome, dusty sunbeams, trembling, motion lines, motion blur, emphasis lines, text, title, logo, signature,\"\n",
-    "\n",
-    "inputs_txt2img = {\n",
-    "    \"prompt\": prompt,\n",
-    "    \"negative_prompt\":negative_prompt,\n",
-    "    \"steps\":20,\n",
-    "    \"sampler\":\"euler_a\",\n",
-    "    \"seed\": 52362,\n",
-    "    \"height\": 512, \n",
-    "    \"width\": 512,\n",
-    "    \"count\":2\n",
-    "\n",
-    "}\n",
-    "start=time.time()\n",
-    "async_predict_fn(async_predictor,inputs_txt2img)\n",
-    "print(f\"Time taken: {time.time() - start}s\")\n"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "5af27f2f",