change notes

notes.ipynb

@@ -6,25 +6,25 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# auto reload jupyter notebook\n",
-    "%load_ext autoreload\n",
-    "%autoreload 2\n",
+    "    # auto reload jupyter notebook\n",
+    "    %load_ext autoreload\n",
+    "    %autoreload 2\n",
     "\n",
-    "import os\n",
+    "    import os\n",
     "\n",
-    "import torch\n",
-    "from moondream2.config import MoondreamConfig\n",
-    "from moondream2.moondream import MoondreamModel\n",
-    "import torch.profiler\n",
-    "with torch.inference_mode():\n",
-    "    config = MoondreamConfig()\n",
-    "    device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n",
-    "    model = MoondreamModel(config, setup_caches=False)\n",
-    "    from safetensors.torch import load_model\n",
-    "    weights_path = \"moondream2/model.safetensors\"  # Path to your local weights file\n",
-    "    state_dict = load_model(model, weights_path)\n",
-    "    model = model.to(device)\n",
-    "    model._setup_caches()\n",
+    "    import torch\n",
+    "    from moondream2.config import MoondreamConfig\n",
+    "    from moondream2.moondream import MoondreamModel\n",
+    "    import torch.profiler\n",
+    "    with torch.inference_mode():\n",
+    "        config = MoondreamConfig()\n",
+    "        device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n",
+    "        model = MoondreamModel(config, setup_caches=False)\n",
+    "        from safetensors.torch import load_model\n",
+    "        weights_path = \"moondream2/model.safetensors\"  # Path to your local weights file\n",
+    "        state_dict = load_model(model, weights_path)\n",
+    "        model = model.to(device)\n",
+    "        model._setup_caches()\n",
     "\n",
     "\n"
    ]
@@ -426,7 +426,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.9"
+   "version": "3.13.3"
   }
  },
  "nbformat": 4,