add

app.py

@@ -1,7 +1,7 @@
 import gradio as gr
 
 def greet(name):
-    return "Hello " + name + "!!"
+    return "Chan " + name + "!!"
 
 demo = gr.Interface(fn=greet, inputs="text", outputs="text")
 demo.launch()

data.ipynb

@@ -0,0 +1,536 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "XIn chao\n"
+     ]
+    }
+   ],
+   "source": [
+    "import os\n",
+    "print(\"XIn chao\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Requirement already satisfied: torch in /usr/local/lib/python3.10/site-packages (2.4.0)\n",
+      "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/site-packages (from torch) (3.1.4)\n",
+      "Requirement already satisfied: nvidia-cublas-cu12==12.1.3.1 in /usr/local/lib/python3.10/site-packages (from torch) (12.1.3.1)\n",
+      "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/site-packages (from torch) (2024.6.1)\n",
+      "Requirement already satisfied: nvidia-curand-cu12==10.3.2.106 in /usr/local/lib/python3.10/site-packages (from torch) (10.3.2.106)\n",
+      "Requirement already satisfied: nvidia-cusolver-cu12==11.4.5.107 in /usr/local/lib/python3.10/site-packages (from torch) (11.4.5.107)\n",
+      "Requirement already satisfied: sympy in /usr/local/lib/python3.10/site-packages (from torch) (1.13.3)\n",
+      "Requirement already satisfied: nvidia-cudnn-cu12==9.1.0.70 in /usr/local/lib/python3.10/site-packages (from torch) (9.1.0.70)\n",
+      "Requirement already satisfied: nvidia-cufft-cu12==11.0.2.54 in /usr/local/lib/python3.10/site-packages (from torch) (11.0.2.54)\n",
+      "Requirement already satisfied: filelock in /usr/local/lib/python3.10/site-packages (from torch) (3.16.1)\n",
+      "Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.10/site-packages (from torch) (4.12.2)\n",
+      "Requirement already satisfied: nvidia-nvtx-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch) (12.1.105)\n",
+      "Requirement already satisfied: triton==3.0.0 in /usr/local/lib/python3.10/site-packages (from torch) (3.0.0)\n",
+      "Requirement already satisfied: nvidia-nccl-cu12==2.20.5 in /usr/local/lib/python3.10/site-packages (from torch) (2.20.5)\n",
+      "Requirement already satisfied: nvidia-cusparse-cu12==12.1.0.106 in /usr/local/lib/python3.10/site-packages (from torch) (12.1.0.106)\n",
+      "Requirement already satisfied: nvidia-cuda-cupti-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch) (12.1.105)\n",
+      "Requirement already satisfied: networkx in /usr/local/lib/python3.10/site-packages (from torch) (3.3)\n",
+      "Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch) (12.1.105)\n",
+      "Requirement already satisfied: nvidia-cuda-runtime-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch) (12.1.105)\n",
+      "Requirement already satisfied: nvidia-nvjitlink-cu12 in /usr/local/lib/python3.10/site-packages (from nvidia-cusolver-cu12==11.4.5.107->torch) (12.6.68)\n",
+      "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/site-packages (from jinja2->torch) (2.1.5)\n",
+      "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.10/site-packages (from sympy->torch) (1.3.0)\n",
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.3.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "pip install torch\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Không có GPU\n"
+     ]
+    }
+   ],
+   "source": [
+    "import torch\n",
+    "\n",
+    "# Kiểm tra xem có GPU hay không\n",
+    "if torch.cuda.is_available():\n",
+    "    print(f\"GPU đang có sẵn: {torch.cuda.get_device_name(0)}\")\n",
+    "else:\n",
+    "    print(\"Không có GPU\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "OSError",
+     "evalue": "Cannot find empty port in range: 8083-8083. You can specify a different port by setting the GRADIO_SERVER_PORT environment variable or passing the `server_port` parameter to `launch()`.",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mOSError\u001b[0m                                   Traceback (most recent call last)",
+      "\u001b[1;32m/home/user/app/data.ipynb Cell 4\u001b[0m line \u001b[0;36m1\n\u001b[1;32m     <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#W3sdnNjb2RlLXJlbW90ZQ%3D%3D?line=15'>16</a>\u001b[0m \u001b[39m# Chạy Gradio trên cổng 8080\u001b[39;00m\n\u001b[1;32m     <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#W3sdnNjb2RlLXJlbW90ZQ%3D%3D?line=16'>17</a>\u001b[0m demo\u001b[39m.\u001b[39mshare \u001b[39m=\u001b[39m \u001b[39mTrue\u001b[39;00m\n\u001b[0;32m---> <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#W3sdnNjb2RlLXJlbW90ZQ%3D%3D?line=17'>18</a>\u001b[0m demo\u001b[39m.\u001b[39;49mlaunch(server_port\u001b[39m=\u001b[39;49m\u001b[39m8083\u001b[39;49m,share\u001b[39m=\u001b[39;49m\u001b[39mTrue\u001b[39;49;00m)\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/gradio/blocks.py:2515\u001b[0m, in \u001b[0;36mBlocks.launch\u001b[0;34m(self, inline, inbrowser, share, debug, max_threads, auth, auth_message, prevent_thread_lock, show_error, server_name, server_port, height, width, favicon_path, ssl_keyfile, ssl_certfile, ssl_keyfile_password, ssl_verify, quiet, show_api, allowed_paths, blocked_paths, root_path, app_kwargs, state_session_capacity, share_server_address, share_server_protocol, auth_dependency, max_file_size, enable_monitoring, strict_cors, node_server_name, node_port, ssr_mode, _frontend)\u001b[0m\n\u001b[1;32m   2507\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m   2508\u001b[0m     \u001b[39mfrom\u001b[39;00m \u001b[39mgradio\u001b[39;00m \u001b[39mimport\u001b[39;00m http_server\n\u001b[1;32m   2510\u001b[0m     (\n\u001b[1;32m   2511\u001b[0m         server_name,\n\u001b[1;32m   2512\u001b[0m         server_port,\n\u001b[1;32m   2513\u001b[0m         local_url,\n\u001b[1;32m   2514\u001b[0m         server,\n\u001b[0;32m-> 2515\u001b[0m     ) \u001b[39m=\u001b[39m http_server\u001b[39m.\u001b[39;49mstart_server(\n\u001b[1;32m   2516\u001b[0m         app\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mapp,\n\u001b[1;32m   2517\u001b[0m         server_name\u001b[39m=\u001b[39;49mserver_name,\n\u001b[1;32m   2518\u001b[0m         server_port\u001b[39m=\u001b[39;49mserver_port,\n\u001b[1;32m   2519\u001b[0m         ssl_keyfile\u001b[39m=\u001b[39;49mssl_keyfile,\n\u001b[1;32m   2520\u001b[0m         ssl_certfile\u001b[39m=\u001b[39;49mssl_certfile,\n\u001b[1;32m   2521\u001b[0m         ssl_keyfile_password\u001b[39m=\u001b[39;49mssl_keyfile_password,\n\u001b[1;32m   2522\u001b[0m     )\n\u001b[1;32m   2523\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mserver_name \u001b[39m=\u001b[39m server_name\n\u001b[1;32m   2524\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mlocal_url \u001b[39m=\u001b[39m local_url\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/gradio/http_server.py:156\u001b[0m, in \u001b[0;36mstart_server\u001b[0;34m(app, server_name, server_port, ssl_keyfile, ssl_certfile, ssl_keyfile_password)\u001b[0m\n\u001b[1;32m    154\u001b[0m         \u001b[39mpass\u001b[39;00m\n\u001b[1;32m    155\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m--> 156\u001b[0m     \u001b[39mraise\u001b[39;00m \u001b[39mOSError\u001b[39;00m(\n\u001b[1;32m    157\u001b[0m         \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mCannot find empty port in range: \u001b[39m\u001b[39m{\u001b[39;00m\u001b[39mmin\u001b[39m(server_ports)\u001b[39m}\u001b[39;00m\u001b[39m-\u001b[39m\u001b[39m{\u001b[39;00m\u001b[39mmax\u001b[39m(server_ports)\u001b[39m}\u001b[39;00m\u001b[39m. You can specify a different port by setting the GRADIO_SERVER_PORT environment variable or passing the `server_port` parameter to `launch()`.\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m    158\u001b[0m     )\n\u001b[1;32m    160\u001b[0m \u001b[39mif\u001b[39;00m ssl_keyfile \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m    161\u001b[0m     path_to_local_server \u001b[39m=\u001b[39m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mhttps://\u001b[39m\u001b[39m{\u001b[39;00murl_host_name\u001b[39m}\u001b[39;00m\u001b[39m:\u001b[39m\u001b[39m{\u001b[39;00mport\u001b[39m}\u001b[39;00m\u001b[39m/\u001b[39m\u001b[39m\"\u001b[39m\n",
+      "\u001b[0;31mOSError\u001b[0m: Cannot find empty port in range: 8083-8083. You can specify a different port by setting the GRADIO_SERVER_PORT environment variable or passing the `server_port` parameter to `launch()`."
+     ]
+    }
+   ],
+   "source": [
+    "import gradio as gr\n",
+    "import os\n",
+    "\n",
+    "# Thiết lập cổng cho Gradio\n",
+    "os.environ[\"GRADIO_SERVER_PORT\"] = \"8080\"\n",
+    "\n",
+    "def greet(name, intensity):\n",
+    "    return \"Hello, \" + name + \"!\" * int(intensity)\n",
+    "\n",
+    "demo = gr.Interface(\n",
+    "    fn=greet,\n",
+    "    inputs=[\"text\", \"slider\"],\n",
+    "    outputs=[\"text\"],\n",
+    ")\n",
+    "\n",
+    "# Chạy Gradio trên cổng 8080\n",
+    "demo.share = True\n",
+    "demo.launch(server_port=8083,share=True)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "ModuleNotFoundError",
+     "evalue": "No module named 'torchvision'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
+      "\u001b[1;32m/home/user/app/data.ipynb Cell 5\u001b[0m line \u001b[0;36m3\n\u001b[1;32m      <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#W4sdnNjb2RlLXJlbW90ZQ%3D%3D?line=0'>1</a>\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mgradio\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mgr\u001b[39;00m\n\u001b[1;32m      <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#W4sdnNjb2RlLXJlbW90ZQ%3D%3D?line=1'>2</a>\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mtorch\u001b[39;00m\n\u001b[0;32m----> <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#W4sdnNjb2RlLXJlbW90ZQ%3D%3D?line=2'>3</a>\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mtorchvision\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mmodels\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mmodels\u001b[39;00m\n\u001b[1;32m      <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#W4sdnNjb2RlLXJlbW90ZQ%3D%3D?line=4'>5</a>\u001b[0m \u001b[39m# Kiểm tra xem GPU có sẵn không\u001b[39;00m\n\u001b[1;32m      <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#W4sdnNjb2RlLXJlbW90ZQ%3D%3D?line=5'>6</a>\u001b[0m device \u001b[39m=\u001b[39m torch\u001b[39m.\u001b[39mdevice(\u001b[39m\"\u001b[39m\u001b[39mcuda\u001b[39m\u001b[39m\"\u001b[39m \u001b[39mif\u001b[39;00m torch\u001b[39m.\u001b[39mcuda\u001b[39m.\u001b[39mis_available() \u001b[39melse\u001b[39;00m \u001b[39m\"\u001b[39m\u001b[39mcpu\u001b[39m\u001b[39m\"\u001b[39m)\n",
+      "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'torchvision'"
+     ]
+    }
+   ],
+   "source": [
+    "import gradio as gr\n",
+    "import torch\n",
+    "import torchvision.models as models\n",
+    "\n",
+    "# Kiểm tra xem GPU có sẵn không\n",
+    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
+    "\n",
+    "# Tải mô hình và chuyển sang GPU nếu có\n",
+    "model = models.resnet18(pretrained=True).to(device)\n",
+    "\n",
+    "# Hàm sử dụng GPU\n",
+    "def classify_image(image):\n",
+    "    # Chuyển ảnh vào tensor và sử dụng GPU nếu có\n",
+    "    image = image.to(device)\n",
+    "    \n",
+    "    # Dự đoán với mô hình\n",
+    "    model.eval()\n",
+    "    with torch.no_grad():\n",
+    "        output = model(image)\n",
+    "    \n",
+    "    # Chuyển kết quả về CPU để dễ dàng hiển thị\n",
+    "    output = output.cpu().numpy()\n",
+    "    return output\n",
+    "\n",
+    "# Tạo giao diện Gradio\n",
+    "demo = gr.Interface(fn=classify_image, inputs=gr.inputs.Image(), outputs=\"label\")\n",
+    "\n",
+    "# Chạy ứng dụng Gradio\n",
+    "demo.launch(server_port=8086)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "device(type='cpu')"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "device"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "False"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "torch.cuda.is_available() "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com\n",
+      "Collecting diffusers\n",
+      "  Downloading diffusers-0.32.1-py3-none-any.whl (3.2 MB)\n",
+      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.2/3.2 MB\u001b[0m \u001b[31m62.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
+      "\u001b[?25hCollecting safetensors>=0.3.1\n",
+      "  Downloading safetensors-0.4.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (435 kB)\n",
+      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m435.0/435.0 kB\u001b[0m \u001b[31m45.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+      "\u001b[?25hRequirement already satisfied: requests in /usr/local/lib/python3.10/site-packages (from diffusers) (2.32.3)\n",
+      "Requirement already satisfied: numpy in /usr/local/lib/python3.10/site-packages (from diffusers) (2.1.1)\n",
+      "Collecting regex!=2019.12.17\n",
+      "  Downloading regex-2024.11.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (781 kB)\n",
+      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m781.7/781.7 kB\u001b[0m \u001b[31m196.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+      "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/site-packages (from diffusers) (3.16.1)\n",
+      "Collecting importlib-metadata\n",
+      "  Downloading importlib_metadata-8.5.0-py3-none-any.whl (26 kB)\n",
+      "Requirement already satisfied: huggingface-hub>=0.23.2 in /usr/local/lib/python3.10/site-packages (from diffusers) (0.25.1)\n",
+      "Requirement already satisfied: Pillow in /usr/local/lib/python3.10/site-packages (from diffusers) (11.0.0)\n",
+      "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.23.2->diffusers) (6.0.2)\n",
+      "Requirement already satisfied: fsspec>=2023.5.0 in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.23.2->diffusers) (2024.6.1)\n",
+      "Requirement already satisfied: packaging>=20.9 in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.23.2->diffusers) (24.1)\n",
+      "Requirement already satisfied: tqdm>=4.42.1 in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.23.2->diffusers) (4.66.5)\n",
+      "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.23.2->diffusers) (4.12.2)\n",
+      "Collecting zipp>=3.20\n",
+      "  Downloading zipp-3.21.0-py3-none-any.whl (9.6 kB)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/site-packages (from requests->diffusers) (2.2.3)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/site-packages (from requests->diffusers) (2024.8.30)\n",
+      "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/site-packages (from requests->diffusers) (3.3.2)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/site-packages (from requests->diffusers) (3.10)\n",
+      "Installing collected packages: zipp, safetensors, regex, importlib-metadata, diffusers\n",
+      "Successfully installed diffusers-0.32.1 importlib-metadata-8.5.0 regex-2024.11.6 safetensors-0.4.5 zipp-3.21.0\n",
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.3.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "pip install diffusers"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com\n",
+      "Requirement already satisfied: accelerate in /usr/local/lib/python3.10/site-packages (1.2.1)\n",
+      "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/site-packages (from accelerate) (24.1)\n",
+      "Requirement already satisfied: pyyaml in /usr/local/lib/python3.10/site-packages (from accelerate) (6.0.2)\n",
+      "Requirement already satisfied: psutil in /usr/local/lib/python3.10/site-packages (from accelerate) (5.9.8)\n",
+      "Requirement already satisfied: huggingface-hub>=0.21.0 in /usr/local/lib/python3.10/site-packages (from accelerate) (0.25.1)\n",
+      "Requirement already satisfied: safetensors>=0.4.3 in /usr/local/lib/python3.10/site-packages (from accelerate) (0.4.5)\n",
+      "Requirement already satisfied: numpy<3.0.0,>=1.17 in /usr/local/lib/python3.10/site-packages (from accelerate) (2.1.1)\n",
+      "Requirement already satisfied: torch>=1.10.0 in /usr/local/lib/python3.10/site-packages (from accelerate) (2.4.0)\n",
+      "Requirement already satisfied: fsspec>=2023.5.0 in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.21.0->accelerate) (2024.6.1)\n",
+      "Requirement already satisfied: tqdm>=4.42.1 in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.21.0->accelerate) (4.66.5)\n",
+      "Requirement already satisfied: filelock in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.21.0->accelerate) (3.16.1)\n",
+      "Requirement already satisfied: requests in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.21.0->accelerate) (2.32.3)\n",
+      "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.21.0->accelerate) (4.12.2)\n",
+      "Requirement already satisfied: nvidia-cusolver-cu12==11.4.5.107 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (11.4.5.107)\n",
+      "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (3.1.4)\n",
+      "Requirement already satisfied: nvidia-cublas-cu12==12.1.3.1 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.3.1)\n",
+      "Requirement already satisfied: nvidia-cuda-cupti-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.105)\n",
+      "Requirement already satisfied: nvidia-cudnn-cu12==9.1.0.70 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (9.1.0.70)\n",
+      "Requirement already satisfied: nvidia-nccl-cu12==2.20.5 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (2.20.5)\n",
+      "Requirement already satisfied: nvidia-nvtx-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.105)\n",
+      "Requirement already satisfied: networkx in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (3.3)\n",
+      "Requirement already satisfied: nvidia-cusparse-cu12==12.1.0.106 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.0.106)\n",
+      "Requirement already satisfied: nvidia-cufft-cu12==11.0.2.54 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (11.0.2.54)\n",
+      "Requirement already satisfied: nvidia-cuda-runtime-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.105)\n",
+      "Requirement already satisfied: sympy in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (1.13.3)\n",
+      "Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.105)\n",
+      "Requirement already satisfied: nvidia-curand-cu12==10.3.2.106 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (10.3.2.106)\n",
+      "Requirement already satisfied: triton==3.0.0 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (3.0.0)\n",
+      "Requirement already satisfied: nvidia-nvjitlink-cu12 in /usr/local/lib/python3.10/site-packages (from nvidia-cusolver-cu12==11.4.5.107->torch>=1.10.0->accelerate) (12.6.68)\n",
+      "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/site-packages (from jinja2->torch>=1.10.0->accelerate) (2.1.5)\n",
+      "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/site-packages (from requests->huggingface-hub>=0.21.0->accelerate) (3.3.2)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/site-packages (from requests->huggingface-hub>=0.21.0->accelerate) (3.10)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/site-packages (from requests->huggingface-hub>=0.21.0->accelerate) (2024.8.30)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/site-packages (from requests->huggingface-hub>=0.21.0->accelerate) (2.2.3)\n",
+      "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.10/site-packages (from sympy->torch>=1.10.0->accelerate) (1.3.0)\n",
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.3.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "pip install accelerate"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com\n",
+      "Collecting accelerate\n",
+      "  Downloading accelerate-1.2.1-py3-none-any.whl (336 kB)\n",
+      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m336.4/336.4 kB\u001b[0m \u001b[31m22.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+      "\u001b[?25hRequirement already satisfied: torch>=1.10.0 in /usr/local/lib/python3.10/site-packages (from accelerate) (2.4.0)\n",
+      "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/site-packages (from accelerate) (24.1)\n",
+      "Requirement already satisfied: pyyaml in /usr/local/lib/python3.10/site-packages (from accelerate) (6.0.2)\n",
+      "Requirement already satisfied: psutil in /usr/local/lib/python3.10/site-packages (from accelerate) (5.9.8)\n",
+      "Requirement already satisfied: numpy<3.0.0,>=1.17 in /usr/local/lib/python3.10/site-packages (from accelerate) (2.1.1)\n",
+      "Requirement already satisfied: safetensors>=0.4.3 in /usr/local/lib/python3.10/site-packages (from accelerate) (0.4.5)\n",
+      "Requirement already satisfied: huggingface-hub>=0.21.0 in /usr/local/lib/python3.10/site-packages (from accelerate) (0.25.1)\n",
+      "Requirement already satisfied: filelock in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.21.0->accelerate) (3.16.1)\n",
+      "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.21.0->accelerate) (4.12.2)\n",
+      "Requirement already satisfied: tqdm>=4.42.1 in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.21.0->accelerate) (4.66.5)\n",
+      "Requirement already satisfied: fsspec>=2023.5.0 in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.21.0->accelerate) (2024.6.1)\n",
+      "Requirement already satisfied: requests in /usr/local/lib/python3.10/site-packages (from huggingface-hub>=0.21.0->accelerate) (2.32.3)\n",
+      "Requirement already satisfied: nvidia-cudnn-cu12==9.1.0.70 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (9.1.0.70)\n",
+      "Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.105)\n",
+      "Requirement already satisfied: nvidia-cufft-cu12==11.0.2.54 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (11.0.2.54)\n",
+      "Requirement already satisfied: nvidia-cublas-cu12==12.1.3.1 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.3.1)\n",
+      "Requirement already satisfied: triton==3.0.0 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (3.0.0)\n",
+      "Requirement already satisfied: nvidia-nccl-cu12==2.20.5 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (2.20.5)\n",
+      "Requirement already satisfied: networkx in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (3.3)\n",
+      "Requirement already satisfied: nvidia-curand-cu12==10.3.2.106 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (10.3.2.106)\n",
+      "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (3.1.4)\n",
+      "Requirement already satisfied: nvidia-cuda-runtime-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.105)\n",
+      "Requirement already satisfied: nvidia-nvtx-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.105)\n",
+      "Requirement already satisfied: nvidia-cuda-cupti-cu12==12.1.105 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.105)\n",
+      "Requirement already satisfied: nvidia-cusparse-cu12==12.1.0.106 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (12.1.0.106)\n",
+      "Requirement already satisfied: nvidia-cusolver-cu12==11.4.5.107 in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (11.4.5.107)\n",
+      "Requirement already satisfied: sympy in /usr/local/lib/python3.10/site-packages (from torch>=1.10.0->accelerate) (1.13.3)\n",
+      "Requirement already satisfied: nvidia-nvjitlink-cu12 in /usr/local/lib/python3.10/site-packages (from nvidia-cusolver-cu12==11.4.5.107->torch>=1.10.0->accelerate) (12.6.68)\n",
+      "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/site-packages (from jinja2->torch>=1.10.0->accelerate) (2.1.5)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/site-packages (from requests->huggingface-hub>=0.21.0->accelerate) (2.2.3)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/site-packages (from requests->huggingface-hub>=0.21.0->accelerate) (3.10)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/site-packages (from requests->huggingface-hub>=0.21.0->accelerate) (2024.8.30)\n",
+      "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/site-packages (from requests->huggingface-hub>=0.21.0->accelerate) (3.3.2)\n",
+      "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.10/site-packages (from sympy->torch>=1.10.0->accelerate) (1.3.0)\n",
+      "Installing collected packages: accelerate\n",
+      "Successfully installed accelerate-1.2.1\n",
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.3.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "pip install accelerate"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "EntryNotFoundError",
+     "evalue": "404 Client Error. (Request ID: Root=1-676e30f5-6503b00035cc3c54406f318b;5089af88-596d-48a4-9917-100d2a940357)\n\nEntry Not Found for url: https://huggingface.co/CompVis/stable-diffusion-v-1-4-original/resolve/main/model_index.json.",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mHTTPError\u001b[0m                                 Traceback (most recent call last)",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/utils/_http.py:406\u001b[0m, in \u001b[0;36mhf_raise_for_status\u001b[0;34m(response, endpoint_name)\u001b[0m\n\u001b[1;32m    405\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m--> 406\u001b[0m     response\u001b[39m.\u001b[39;49mraise_for_status()\n\u001b[1;32m    407\u001b[0m \u001b[39mexcept\u001b[39;00m HTTPError \u001b[39mas\u001b[39;00m e:\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/requests/models.py:1024\u001b[0m, in \u001b[0;36mResponse.raise_for_status\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m   1023\u001b[0m \u001b[39mif\u001b[39;00m http_error_msg:\n\u001b[0;32m-> 1024\u001b[0m     \u001b[39mraise\u001b[39;00m HTTPError(http_error_msg, response\u001b[39m=\u001b[39m\u001b[39mself\u001b[39m)\n",
+      "\u001b[0;31mHTTPError\u001b[0m: 404 Client Error: Not Found for url: https://huggingface.co/CompVis/stable-diffusion-v-1-4-original/resolve/main/model_index.json",
+      "\nThe above exception was the direct cause of the following exception:\n",
+      "\u001b[0;31mEntryNotFoundError\u001b[0m                        Traceback (most recent call last)",
+      "\u001b[1;32m/home/user/app/data.ipynb Cell 12\u001b[0m line \u001b[0;36m6\n\u001b[1;32m      <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#X12sdnNjb2RlLXJlbW90ZQ%3D%3D?line=2'>3</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mdiffusers\u001b[39;00m \u001b[39mimport\u001b[39;00m DiffusionPipeline\n\u001b[1;32m      <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#X12sdnNjb2RlLXJlbW90ZQ%3D%3D?line=4'>5</a>\u001b[0m \u001b[39m# Tải mô hình Diffusion, thay thế 'your_model_name_or_path' bằng tên hoặc đường dẫn mô hình của bạn\u001b[39;00m\n\u001b[0;32m----> <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#X12sdnNjb2RlLXJlbW90ZQ%3D%3D?line=5'>6</a>\u001b[0m pipe \u001b[39m=\u001b[39m DiffusionPipeline\u001b[39m.\u001b[39;49mfrom_pretrained(\u001b[39m\"\u001b[39;49m\u001b[39mCompVis/stable-diffusion-v-1-4-original\u001b[39;49m\u001b[39m\"\u001b[39;49m)\n\u001b[1;32m      <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#X12sdnNjb2RlLXJlbW90ZQ%3D%3D?line=6'>7</a>\u001b[0m pipe\u001b[39m.\u001b[39mto(\u001b[39m'\u001b[39m\u001b[39mcuda\u001b[39m\u001b[39m'\u001b[39m)  \u001b[39m# Chuyển mô hình sang GPU nếu có\u001b[39;00m\n\u001b[1;32m      <a href='vscode-notebook-cell://trinhvanhung-zeogpu--1027.hf.space/home/user/app/data.ipynb#X12sdnNjb2RlLXJlbW90ZQ%3D%3D?line=8'>9</a>\u001b[0m \u001b[39m# Hàm để sinh ảnh từ prompt\u001b[39;00m\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py:114\u001b[0m, in \u001b[0;36mvalidate_hf_hub_args.<locals>._inner_fn\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    111\u001b[0m \u001b[39mif\u001b[39;00m check_use_auth_token:\n\u001b[1;32m    112\u001b[0m     kwargs \u001b[39m=\u001b[39m smoothly_deprecate_use_auth_token(fn_name\u001b[39m=\u001b[39mfn\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m, has_token\u001b[39m=\u001b[39mhas_token, kwargs\u001b[39m=\u001b[39mkwargs)\n\u001b[0;32m--> 114\u001b[0m \u001b[39mreturn\u001b[39;00m fn(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/diffusers/pipelines/pipeline_utils.py:732\u001b[0m, in \u001b[0;36mDiffusionPipeline.from_pretrained\u001b[0;34m(cls, pretrained_model_name_or_path, **kwargs)\u001b[0m\n\u001b[1;32m    727\u001b[0m     \u001b[39mif\u001b[39;00m pretrained_model_name_or_path\u001b[39m.\u001b[39mcount(\u001b[39m\"\u001b[39m\u001b[39m/\u001b[39m\u001b[39m\"\u001b[39m) \u001b[39m>\u001b[39m \u001b[39m1\u001b[39m:\n\u001b[1;32m    728\u001b[0m         \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(\n\u001b[1;32m    729\u001b[0m             \u001b[39mf\u001b[39m\u001b[39m'\u001b[39m\u001b[39mThe provided pretrained_model_name_or_path \u001b[39m\u001b[39m\"\u001b[39m\u001b[39m{\u001b[39;00mpretrained_model_name_or_path\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m    730\u001b[0m             \u001b[39m\"\u001b[39m\u001b[39m is neither a valid local path nor a valid repo id. Please check the parameter.\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m    731\u001b[0m         )\n\u001b[0;32m--> 732\u001b[0m     cached_folder \u001b[39m=\u001b[39m \u001b[39mcls\u001b[39;49m\u001b[39m.\u001b[39;49mdownload(\n\u001b[1;32m    733\u001b[0m         pretrained_model_name_or_path,\n\u001b[1;32m    734\u001b[0m         cache_dir\u001b[39m=\u001b[39;49mcache_dir,\n\u001b[1;32m    735\u001b[0m         force_download\u001b[39m=\u001b[39;49mforce_download,\n\u001b[1;32m    736\u001b[0m         proxies\u001b[39m=\u001b[39;49mproxies,\n\u001b[1;32m    737\u001b[0m         local_files_only\u001b[39m=\u001b[39;49mlocal_files_only,\n\u001b[1;32m    738\u001b[0m         token\u001b[39m=\u001b[39;49mtoken,\n\u001b[1;32m    739\u001b[0m         revision\u001b[39m=\u001b[39;49mrevision,\n\u001b[1;32m    740\u001b[0m         from_flax\u001b[39m=\u001b[39;49mfrom_flax,\n\u001b[1;32m    741\u001b[0m         use_safetensors\u001b[39m=\u001b[39;49muse_safetensors,\n\u001b[1;32m    742\u001b[0m         use_onnx\u001b[39m=\u001b[39;49muse_onnx,\n\u001b[1;32m    743\u001b[0m         custom_pipeline\u001b[39m=\u001b[39;49mcustom_pipeline,\n\u001b[1;32m    744\u001b[0m         custom_revision\u001b[39m=\u001b[39;49mcustom_revision,\n\u001b[1;32m    745\u001b[0m         variant\u001b[39m=\u001b[39;49mvariant,\n\u001b[1;32m    746\u001b[0m         load_connected_pipeline\u001b[39m=\u001b[39;49mload_connected_pipeline,\n\u001b[1;32m    747\u001b[0m         \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs,\n\u001b[1;32m    748\u001b[0m     )\n\u001b[1;32m    749\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m    750\u001b[0m     cached_folder \u001b[39m=\u001b[39m pretrained_model_name_or_path\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py:114\u001b[0m, in \u001b[0;36mvalidate_hf_hub_args.<locals>._inner_fn\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    111\u001b[0m \u001b[39mif\u001b[39;00m check_use_auth_token:\n\u001b[1;32m    112\u001b[0m     kwargs \u001b[39m=\u001b[39m smoothly_deprecate_use_auth_token(fn_name\u001b[39m=\u001b[39mfn\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m, has_token\u001b[39m=\u001b[39mhas_token, kwargs\u001b[39m=\u001b[39mkwargs)\n\u001b[0;32m--> 114\u001b[0m \u001b[39mreturn\u001b[39;00m fn(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/diffusers/pipelines/pipeline_utils.py:1333\u001b[0m, in \u001b[0;36mDiffusionPipeline.download\u001b[0;34m(cls, pretrained_model_name, **kwargs)\u001b[0m\n\u001b[1;32m   1329\u001b[0m     logger\u001b[39m.\u001b[39mwarning(warn_msg)\n\u001b[1;32m   1331\u001b[0m model_filenames, variant_filenames \u001b[39m=\u001b[39m variant_compatible_siblings(filenames, variant\u001b[39m=\u001b[39mvariant)\n\u001b[0;32m-> 1333\u001b[0m config_file \u001b[39m=\u001b[39m hf_hub_download(\n\u001b[1;32m   1334\u001b[0m     pretrained_model_name,\n\u001b[1;32m   1335\u001b[0m     \u001b[39mcls\u001b[39;49m\u001b[39m.\u001b[39;49mconfig_name,\n\u001b[1;32m   1336\u001b[0m     cache_dir\u001b[39m=\u001b[39;49mcache_dir,\n\u001b[1;32m   1337\u001b[0m     revision\u001b[39m=\u001b[39;49mrevision,\n\u001b[1;32m   1338\u001b[0m     proxies\u001b[39m=\u001b[39;49mproxies,\n\u001b[1;32m   1339\u001b[0m     force_download\u001b[39m=\u001b[39;49mforce_download,\n\u001b[1;32m   1340\u001b[0m     token\u001b[39m=\u001b[39;49mtoken,\n\u001b[1;32m   1341\u001b[0m )\n\u001b[1;32m   1343\u001b[0m config_dict \u001b[39m=\u001b[39m \u001b[39mcls\u001b[39m\u001b[39m.\u001b[39m_dict_from_json_file(config_file)\n\u001b[1;32m   1344\u001b[0m ignore_filenames \u001b[39m=\u001b[39m config_dict\u001b[39m.\u001b[39mpop(\u001b[39m\"\u001b[39m\u001b[39m_ignore_files\u001b[39m\u001b[39m\"\u001b[39m, [])\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/utils/_deprecation.py:101\u001b[0m, in \u001b[0;36m_deprecate_arguments.<locals>._inner_deprecate_positional_args.<locals>.inner_f\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     99\u001b[0m         message \u001b[39m+\u001b[39m\u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39m\\n\u001b[39;00m\u001b[39m\\n\u001b[39;00m\u001b[39m\"\u001b[39m \u001b[39m+\u001b[39m custom_message\n\u001b[1;32m    100\u001b[0m     warnings\u001b[39m.\u001b[39mwarn(message, \u001b[39mFutureWarning\u001b[39;00m)\n\u001b[0;32m--> 101\u001b[0m \u001b[39mreturn\u001b[39;00m f(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py:114\u001b[0m, in \u001b[0;36mvalidate_hf_hub_args.<locals>._inner_fn\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    111\u001b[0m \u001b[39mif\u001b[39;00m check_use_auth_token:\n\u001b[1;32m    112\u001b[0m     kwargs \u001b[39m=\u001b[39m smoothly_deprecate_use_auth_token(fn_name\u001b[39m=\u001b[39mfn\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m, has_token\u001b[39m=\u001b[39mhas_token, kwargs\u001b[39m=\u001b[39mkwargs)\n\u001b[0;32m--> 114\u001b[0m \u001b[39mreturn\u001b[39;00m fn(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/file_download.py:1232\u001b[0m, in \u001b[0;36mhf_hub_download\u001b[0;34m(repo_id, filename, subfolder, repo_type, revision, library_name, library_version, cache_dir, local_dir, user_agent, force_download, proxies, etag_timeout, token, local_files_only, headers, endpoint, legacy_cache_layout, resume_download, force_filename, local_dir_use_symlinks)\u001b[0m\n\u001b[1;32m   1212\u001b[0m     \u001b[39mreturn\u001b[39;00m _hf_hub_download_to_local_dir(\n\u001b[1;32m   1213\u001b[0m         \u001b[39m# Destination\u001b[39;00m\n\u001b[1;32m   1214\u001b[0m         local_dir\u001b[39m=\u001b[39mlocal_dir,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m   1229\u001b[0m         local_files_only\u001b[39m=\u001b[39mlocal_files_only,\n\u001b[1;32m   1230\u001b[0m     )\n\u001b[1;32m   1231\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m-> 1232\u001b[0m     \u001b[39mreturn\u001b[39;00m _hf_hub_download_to_cache_dir(\n\u001b[1;32m   1233\u001b[0m         \u001b[39m# Destination\u001b[39;49;00m\n\u001b[1;32m   1234\u001b[0m         cache_dir\u001b[39m=\u001b[39;49mcache_dir,\n\u001b[1;32m   1235\u001b[0m         \u001b[39m# File info\u001b[39;49;00m\n\u001b[1;32m   1236\u001b[0m         repo_id\u001b[39m=\u001b[39;49mrepo_id,\n\u001b[1;32m   1237\u001b[0m         filename\u001b[39m=\u001b[39;49mfilename,\n\u001b[1;32m   1238\u001b[0m         repo_type\u001b[39m=\u001b[39;49mrepo_type,\n\u001b[1;32m   1239\u001b[0m         revision\u001b[39m=\u001b[39;49mrevision,\n\u001b[1;32m   1240\u001b[0m         \u001b[39m# HTTP info\u001b[39;49;00m\n\u001b[1;32m   1241\u001b[0m         endpoint\u001b[39m=\u001b[39;49mendpoint,\n\u001b[1;32m   1242\u001b[0m         etag_timeout\u001b[39m=\u001b[39;49metag_timeout,\n\u001b[1;32m   1243\u001b[0m         headers\u001b[39m=\u001b[39;49mheaders,\n\u001b[1;32m   1244\u001b[0m         proxies\u001b[39m=\u001b[39;49mproxies,\n\u001b[1;32m   1245\u001b[0m         token\u001b[39m=\u001b[39;49mtoken,\n\u001b[1;32m   1246\u001b[0m         \u001b[39m# Additional options\u001b[39;49;00m\n\u001b[1;32m   1247\u001b[0m         local_files_only\u001b[39m=\u001b[39;49mlocal_files_only,\n\u001b[1;32m   1248\u001b[0m         force_download\u001b[39m=\u001b[39;49mforce_download,\n\u001b[1;32m   1249\u001b[0m     )\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/file_download.py:1295\u001b[0m, in \u001b[0;36m_hf_hub_download_to_cache_dir\u001b[0;34m(cache_dir, repo_id, filename, repo_type, revision, endpoint, etag_timeout, headers, proxies, token, local_files_only, force_download)\u001b[0m\n\u001b[1;32m   1291\u001b[0m         \u001b[39mreturn\u001b[39;00m pointer_path\n\u001b[1;32m   1293\u001b[0m \u001b[39m# Try to get metadata (etag, commit_hash, url, size) from the server.\u001b[39;00m\n\u001b[1;32m   1294\u001b[0m \u001b[39m# If we can't, a HEAD request error is returned.\u001b[39;00m\n\u001b[0;32m-> 1295\u001b[0m (url_to_download, etag, commit_hash, expected_size, head_call_error) \u001b[39m=\u001b[39m _get_metadata_or_catch_error(\n\u001b[1;32m   1296\u001b[0m     repo_id\u001b[39m=\u001b[39;49mrepo_id,\n\u001b[1;32m   1297\u001b[0m     filename\u001b[39m=\u001b[39;49mfilename,\n\u001b[1;32m   1298\u001b[0m     repo_type\u001b[39m=\u001b[39;49mrepo_type,\n\u001b[1;32m   1299\u001b[0m     revision\u001b[39m=\u001b[39;49mrevision,\n\u001b[1;32m   1300\u001b[0m     endpoint\u001b[39m=\u001b[39;49mendpoint,\n\u001b[1;32m   1301\u001b[0m     proxies\u001b[39m=\u001b[39;49mproxies,\n\u001b[1;32m   1302\u001b[0m     etag_timeout\u001b[39m=\u001b[39;49metag_timeout,\n\u001b[1;32m   1303\u001b[0m     headers\u001b[39m=\u001b[39;49mheaders,\n\u001b[1;32m   1304\u001b[0m     token\u001b[39m=\u001b[39;49mtoken,\n\u001b[1;32m   1305\u001b[0m     local_files_only\u001b[39m=\u001b[39;49mlocal_files_only,\n\u001b[1;32m   1306\u001b[0m     storage_folder\u001b[39m=\u001b[39;49mstorage_folder,\n\u001b[1;32m   1307\u001b[0m     relative_filename\u001b[39m=\u001b[39;49mrelative_filename,\n\u001b[1;32m   1308\u001b[0m )\n\u001b[1;32m   1310\u001b[0m \u001b[39m# etag can be None for several reasons:\u001b[39;00m\n\u001b[1;32m   1311\u001b[0m \u001b[39m# 1. we passed local_files_only.\u001b[39;00m\n\u001b[1;32m   1312\u001b[0m \u001b[39m# 2. we don't have a connection\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m   1318\u001b[0m \u001b[39m# If the specified revision is a commit hash, look inside \"snapshots\".\u001b[39;00m\n\u001b[1;32m   1319\u001b[0m \u001b[39m# If the specified revision is a branch or tag, look inside \"refs\".\u001b[39;00m\n\u001b[1;32m   1320\u001b[0m \u001b[39mif\u001b[39;00m head_call_error \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m   1321\u001b[0m     \u001b[39m# Couldn't make a HEAD call => let's try to find a local file\u001b[39;00m\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/file_download.py:1746\u001b[0m, in \u001b[0;36m_get_metadata_or_catch_error\u001b[0;34m(repo_id, filename, repo_type, revision, endpoint, proxies, etag_timeout, headers, token, local_files_only, relative_filename, storage_folder)\u001b[0m\n\u001b[1;32m   1744\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m   1745\u001b[0m     \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m-> 1746\u001b[0m         metadata \u001b[39m=\u001b[39m get_hf_file_metadata(\n\u001b[1;32m   1747\u001b[0m             url\u001b[39m=\u001b[39;49murl, proxies\u001b[39m=\u001b[39;49mproxies, timeout\u001b[39m=\u001b[39;49metag_timeout, headers\u001b[39m=\u001b[39;49mheaders, token\u001b[39m=\u001b[39;49mtoken\n\u001b[1;32m   1748\u001b[0m         )\n\u001b[1;32m   1749\u001b[0m     \u001b[39mexcept\u001b[39;00m EntryNotFoundError \u001b[39mas\u001b[39;00m http_error:\n\u001b[1;32m   1750\u001b[0m         \u001b[39mif\u001b[39;00m storage_folder \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m \u001b[39mand\u001b[39;00m relative_filename \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m   1751\u001b[0m             \u001b[39m# Cache the non-existence of the file\u001b[39;00m\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py:114\u001b[0m, in \u001b[0;36mvalidate_hf_hub_args.<locals>._inner_fn\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    111\u001b[0m \u001b[39mif\u001b[39;00m check_use_auth_token:\n\u001b[1;32m    112\u001b[0m     kwargs \u001b[39m=\u001b[39m smoothly_deprecate_use_auth_token(fn_name\u001b[39m=\u001b[39mfn\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m, has_token\u001b[39m=\u001b[39mhas_token, kwargs\u001b[39m=\u001b[39mkwargs)\n\u001b[0;32m--> 114\u001b[0m \u001b[39mreturn\u001b[39;00m fn(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/file_download.py:1666\u001b[0m, in \u001b[0;36mget_hf_file_metadata\u001b[0;34m(url, token, proxies, timeout, library_name, library_version, user_agent, headers)\u001b[0m\n\u001b[1;32m   1663\u001b[0m headers[\u001b[39m\"\u001b[39m\u001b[39mAccept-Encoding\u001b[39m\u001b[39m\"\u001b[39m] \u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39midentity\u001b[39m\u001b[39m\"\u001b[39m  \u001b[39m# prevent any compression => we want to know the real size of the file\u001b[39;00m\n\u001b[1;32m   1665\u001b[0m \u001b[39m# Retrieve metadata\u001b[39;00m\n\u001b[0;32m-> 1666\u001b[0m r \u001b[39m=\u001b[39m _request_wrapper(\n\u001b[1;32m   1667\u001b[0m     method\u001b[39m=\u001b[39;49m\u001b[39m\"\u001b[39;49m\u001b[39mHEAD\u001b[39;49m\u001b[39m\"\u001b[39;49m,\n\u001b[1;32m   1668\u001b[0m     url\u001b[39m=\u001b[39;49murl,\n\u001b[1;32m   1669\u001b[0m     headers\u001b[39m=\u001b[39;49mheaders,\n\u001b[1;32m   1670\u001b[0m     allow_redirects\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m,\n\u001b[1;32m   1671\u001b[0m     follow_relative_redirects\u001b[39m=\u001b[39;49m\u001b[39mTrue\u001b[39;49;00m,\n\u001b[1;32m   1672\u001b[0m     proxies\u001b[39m=\u001b[39;49mproxies,\n\u001b[1;32m   1673\u001b[0m     timeout\u001b[39m=\u001b[39;49mtimeout,\n\u001b[1;32m   1674\u001b[0m )\n\u001b[1;32m   1675\u001b[0m hf_raise_for_status(r)\n\u001b[1;32m   1677\u001b[0m \u001b[39m# Return\u001b[39;00m\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/file_download.py:364\u001b[0m, in \u001b[0;36m_request_wrapper\u001b[0;34m(method, url, follow_relative_redirects, **params)\u001b[0m\n\u001b[1;32m    362\u001b[0m \u001b[39m# Recursively follow relative redirects\u001b[39;00m\n\u001b[1;32m    363\u001b[0m \u001b[39mif\u001b[39;00m follow_relative_redirects:\n\u001b[0;32m--> 364\u001b[0m     response \u001b[39m=\u001b[39m _request_wrapper(\n\u001b[1;32m    365\u001b[0m         method\u001b[39m=\u001b[39;49mmethod,\n\u001b[1;32m    366\u001b[0m         url\u001b[39m=\u001b[39;49murl,\n\u001b[1;32m    367\u001b[0m         follow_relative_redirects\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m,\n\u001b[1;32m    368\u001b[0m         \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mparams,\n\u001b[1;32m    369\u001b[0m     )\n\u001b[1;32m    371\u001b[0m     \u001b[39m# If redirection, we redirect only relative paths.\u001b[39;00m\n\u001b[1;32m    372\u001b[0m     \u001b[39m# This is useful in case of a renamed repository.\u001b[39;00m\n\u001b[1;32m    373\u001b[0m     \u001b[39mif\u001b[39;00m \u001b[39m300\u001b[39m \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m response\u001b[39m.\u001b[39mstatus_code \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m \u001b[39m399\u001b[39m:\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/file_download.py:388\u001b[0m, in \u001b[0;36m_request_wrapper\u001b[0;34m(method, url, follow_relative_redirects, **params)\u001b[0m\n\u001b[1;32m    386\u001b[0m \u001b[39m# Perform request and return if status_code is not in the retry list.\u001b[39;00m\n\u001b[1;32m    387\u001b[0m response \u001b[39m=\u001b[39m get_session()\u001b[39m.\u001b[39mrequest(method\u001b[39m=\u001b[39mmethod, url\u001b[39m=\u001b[39murl, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mparams)\n\u001b[0;32m--> 388\u001b[0m hf_raise_for_status(response)\n\u001b[1;32m    389\u001b[0m \u001b[39mreturn\u001b[39;00m response\n",
+      "File \u001b[0;32m/usr/local/lib/python3.10/site-packages/huggingface_hub/utils/_http.py:417\u001b[0m, in \u001b[0;36mhf_raise_for_status\u001b[0;34m(response, endpoint_name)\u001b[0m\n\u001b[1;32m    415\u001b[0m \u001b[39melif\u001b[39;00m error_code \u001b[39m==\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mEntryNotFound\u001b[39m\u001b[39m\"\u001b[39m:\n\u001b[1;32m    416\u001b[0m     message \u001b[39m=\u001b[39m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m{\u001b[39;00mresponse\u001b[39m.\u001b[39mstatus_code\u001b[39m}\u001b[39;00m\u001b[39m Client Error.\u001b[39m\u001b[39m\"\u001b[39m \u001b[39m+\u001b[39m \u001b[39m\"\u001b[39m\u001b[39m\\n\u001b[39;00m\u001b[39m\\n\u001b[39;00m\u001b[39m\"\u001b[39m \u001b[39m+\u001b[39m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mEntry Not Found for url: \u001b[39m\u001b[39m{\u001b[39;00mresponse\u001b[39m.\u001b[39murl\u001b[39m}\u001b[39;00m\u001b[39m.\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m--> 417\u001b[0m     \u001b[39mraise\u001b[39;00m _format(EntryNotFoundError, message, response) \u001b[39mfrom\u001b[39;00m \u001b[39me\u001b[39;00m\n\u001b[1;32m    419\u001b[0m \u001b[39melif\u001b[39;00m error_code \u001b[39m==\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mGatedRepo\u001b[39m\u001b[39m\"\u001b[39m:\n\u001b[1;32m    420\u001b[0m     message \u001b[39m=\u001b[39m (\n\u001b[1;32m    421\u001b[0m         \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m{\u001b[39;00mresponse\u001b[39m.\u001b[39mstatus_code\u001b[39m}\u001b[39;00m\u001b[39m Client Error.\u001b[39m\u001b[39m\"\u001b[39m \u001b[39m+\u001b[39m \u001b[39m\"\u001b[39m\u001b[39m\\n\u001b[39;00m\u001b[39m\\n\u001b[39;00m\u001b[39m\"\u001b[39m \u001b[39m+\u001b[39m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mCannot access gated repo for url \u001b[39m\u001b[39m{\u001b[39;00mresponse\u001b[39m.\u001b[39murl\u001b[39m}\u001b[39;00m\u001b[39m.\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m    422\u001b[0m     )\n",
+      "\u001b[0;31mEntryNotFoundError\u001b[0m: 404 Client Error. (Request ID: Root=1-676e30f5-6503b00035cc3c54406f318b;5089af88-596d-48a4-9917-100d2a940357)\n\nEntry Not Found for url: https://huggingface.co/CompVis/stable-diffusion-v-1-4-original/resolve/main/model_index.json."
+     ]
+    }
+   ],
+   "source": [
+    "import tqdm as notebook_tqdm\n",
+    "import gradio as gr\n",
+    "from diffusers import DiffusionPipeline\n",
+    "\n",
+    "# Tải mô hình Diffusion, thay thế 'your_model_name_or_path' bằng tên hoặc đường dẫn mô hình của bạn\n",
+    "pipe = DiffusionPipeline.from_pretrained(\"CompVis/stable-diffusion-v-1-4-original\")\n",
+    "pipe.to('cuda')  # Chuyển mô hình sang GPU nếu có\n",
+    "\n",
+    "# Hàm để sinh ảnh từ prompt\n",
+    "def generate(prompt):\n",
+    "    return pipe(prompt).images\n",
+    "\n",
+    "# Tạo giao diện Gradio\n",
+    "gr.Interface(\n",
+    "    fn=generate,\n",
+    "    inputs=gr.Textbox(label=\"Enter your prompt\"),  # Nhập mô tả văn bản\n",
+    "    outputs=gr.Gallery(label=\"Generated Images\"),  # Hiển thị ảnh được tạo ra\n",
+    "    live=True  # Cập nhật ảnh khi nhập vào mà không cần submit\n",
+    ").launch(server_port=9091)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com\n",
+      "Requirement already satisfied: tqdm in /usr/local/lib/python3.10/site-packages (4.66.5)\n",
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.3.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "pip install tqdm "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting nvidia-pyindex\n",
+      "  Downloading nvidia-pyindex-1.0.9.tar.gz (10 kB)\n",
+      "  Preparing metadata (setup.py) ... \u001b[?25ldone\n",
+      "\u001b[?25hBuilding wheels for collected packages: nvidia-pyindex\n",
+      "  Building wheel for nvidia-pyindex (setup.py) ... \u001b[?25ldone\n",
+      "\u001b[?25h  Created wheel for nvidia-pyindex: filename=nvidia_pyindex-1.0.9-py3-none-any.whl size=8419 sha256=763ce7ae8d0b44ebae950220f90c4b092eb67d11fac1a125cda310637d42360e\n",
+      "  Stored in directory: /home/user/.cache/pip/wheels/05/0a/54/d6d81bbd6c435e7d71c1780ca454a8ae9c655d893225ff1773\n",
+      "Successfully built nvidia-pyindex\n",
+      "Installing collected packages: nvidia-pyindex\n",
+      "Successfully installed nvidia-pyindex-1.0.9\n",
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.3.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
+      "Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com\n",
+      "Collecting nvidia-ml-py3\n",
+      "  Downloading nvidia-ml-py3-7.352.0.tar.gz (19 kB)\n",
+      "  Preparing metadata (setup.py) ... \u001b[?25ldone\n",
+      "\u001b[?25hBuilding wheels for collected packages: nvidia-ml-py3\n",
+      "  Building wheel for nvidia-ml-py3 (setup.py) ... \u001b[?25ldone\n",
+      "\u001b[?25h  Created wheel for nvidia-ml-py3: filename=nvidia_ml_py3-7.352.0-py3-none-any.whl size=19172 sha256=bc7a713099b1ac4e31218a99ea038d245973282ce10b64e73d02383be73a6274\n",
+      "  Stored in directory: /tmp/pip-ephem-wheel-cache-zdocri3a/wheels/18/b3/f9/56c61f6b3eeaeb98d060b50f1f75f1857dd1408051090a0533\n",
+      "Successfully built nvidia-ml-py3\n",
+      "Installing collected packages: nvidia-ml-py3\n",
+      "Successfully installed nvidia-ml-py3-7.352.0\n",
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.3.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install --upgrade nvidia-pyindex\n",
+    "!pip install --upgrade nvidia-ml-py3\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

requirements.txt

@@ -0,0 +1,26 @@
+--extra-index-url https://download.pytorch.org/whl/cu121
+
+torch==2.4.0
+torchvision==0.19.0
+pillow==10.4.0
+imageio==2.36.1
+imageio-ffmpeg==0.5.1
+tqdm==4.67.1
+easydict==1.13
+opencv-python-headless==4.10.0.84
+scipy==1.14.1
+rembg==2.0.60
+onnxruntime==1.20.1
+trimesh==4.5.3
+xatlas==0.0.9
+pyvista==0.44.2
+pymeshfix==0.17.0
+igraph==0.11.8
+git+https://github.com/EasternJournalist/utils3d.git@9a4eb15e4021b67b12c460c7057d642626897ec8
+xformers==0.0.27.post2
+spconv-cu120==2.3.6
+transformers==4.46.3
+gradio_litmodel3d==0.0.1
+https://github.com/Dao-AILab/flash-attention/releases/download/v2.7.0.post2/flash_attn-2.7.0.post2+cu12torch2.4cxx11abiFALSE-cp310-cp310-linux_x86_64.whl
+https://huggingface.co/spaces/JeffreyXiang/TRELLIS/resolve/main/wheels/diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl?download=true
+https://huggingface.co/spaces/JeffreyXiang/TRELLIS/resolve/main/wheels/nvdiffrast-0.3.3-cp310-cp310-linux_x86_64.whl?download=true