Update autotrain.ipynb

autotrain.ipynb

@@ -153,43 +153,35 @@
     "\n",
     "os.chdir(finetune_dir)\n",
     "\n",
-        "config = {\n",
-        "    \"_train_data_dir\": train_data_dir,  # Manter a referência original\n",
-        "    \"batch_size\": 8,  # Valor do segundo código\n",
-        "    \"repo_id\": \"SmilingWolf/wd-v1-4-convnextv2-tagger-v2\",  # Valor do segundo código\n",
-        "    \"beam_search\": beam_search,  # Manter a referência original\n",
-        "    \"min_length\": min_length,  # Manter a referência original\n",
-        "    \"max_length\": max_length,  # Manter a referência original\n",
-        "    \"debug\": True,  # Do segundo código\n",
-        "    \"caption_extension\": \".txt\",  # Valor do segundo código\n",
-        "    \"max_data_loader_n_workers\": 2,  # Valor do segundo código\n",
-        "    \"recursive\": True,  # Do segundo código\n",
-        "    \"remove_underscore\": True,  # Do segundo código\n",
-        "    \"general_threshold\": Threshold,  # Do segundo código\n",
-        "    \"character_threshold\": 0.50  # Do segundo código\n",
-        "}\n",
-        "\n",
-        "args = \"\"\n",
-        "for k, v in config.items():\n",
-        "    if k.startswith(\"_\"):\n",
-        "        args += f'\"{v}\" '\n",
-        "    elif isinstance(v, str):\n",
-        "        args += f'--{k}=\"{v}\" '\n",
-        "    elif isinstance(v, bool) and v:\n",
-        "        args += f\"--{k} \"\n",
-        "    elif isinstance(v, float) and not isinstance(v, bool):\n",
-        "        args += f\"--{k}={v} \"\n",
-        "    elif isinstance(v, int) and not isinstance(v, bool):\n",
-        "        args += f\"--{k}={v} \"\n",
-        "\n",
-        "# Verificar qual script executar com base em NoAutoCaption\n",
-        "if 'NoAutoCaption' not in locals() or not NoAutoCaption:\n",
-        "    final_args = f\"python tag_images_by_wd14_tagger.py {args}\"\n",
-        "else:\n",
-        "    final_args = f\"python make_captions.py {args}\"\n",
-        "\n",
-        "os.chdir(finetune_dir)\n",
-        "!{final_args}\n",
+    "config = {\n",
+    "   \"_train_data_dir\": train_data_dir,\n",
+    "   \"batch_size\": 8,\n",
+    "   \"repo_id\": \"SmilingWolf/wd-v1-4-convnextv2-tagger-v2\",\n",
+    "   \"recursive\": True,\n",
+    "   \"remove_underscore\": True,\n",
+    "   \"general_threshold\": 0.50,\n",
+    "   \"character_threshold\": 0.50,\n",
+    "   \"caption_extension\": \".txt\",\n",
+    "   \"max_data_loader_n_workers\": 2,\n",
+    "   \"debug\": True,\n",
+    "}\n",
+    "\n",
+    "args = \"\"\n",
+    "for k, v in config.items():\n",
+    "   if k.startswith(\"_\"):\n",
+    "      args += f'\"{v}\" '\n",
+    "   elif isinstance(v, str):\n",
+    "      args += f'--{k}=\"{v}\" '\n",
+    "   elif isinstance(v, bool) and v:\n",
+    "      args += f\"--{k} \"\n",
+    "   elif isinstance(v, float) and not isinstance(v, bool):\n",
+    "      args += f\"--{k}={v} \"\n",
+    "   elif isinstance(v, int) and not isinstance(v, bool):\n",
+    "      args += f\"--{k}={v} \"\n",
+    "\n",
+    "final_args = f\"python tag_images_by_wd14_tagger.py {args}\"\n",
+    "if not NoAutoCaption :\n",
+    "    !{final_args}\n",
     "\n",
     "os.chdir(root_dir)\n",
     "\n",