🐛🚑️✨| Lots of changes +Many bugs :3

- Fixed download errors;
- Fixed model url;
- Ability to select models, without comma/space;
- Swap between interfaces with saving model files;
- And something else, I don't remember.

files_cells/notebooks/en/downloading_en.ipynb

@@ -34,6 +34,31 @@
         "webui_path = os.getenv('WEBUI_PATH')\n",
         "free_plan = os.getenv('FREE_PLAN')\n",
         "\n",
+        "UI = os.getenv('SDW_UI')\n",
+        "OLD_UI = os.getenv('SDW_OLD_UI')\n",
+        "\n",
+        "\n",
+        "# ============ loading settings V4 =============\n",
+        "def load_settings(path):\n",
+        "    if os.path.exists(path):\n",
+        "        with open(path, 'r') as file:\n",
+        "            return json.load(file)\n",
+        "    return {}\n",
+        "\n",
+        "settings = load_settings(f'{root_path}/settings.json')\n",
+        "\n",
+        "VARIABLES = [\n",
+        "    'model', 'model_num', 'inpainting_model',\n",
+        "    'vae', 'vae_num', 'latest_webui', 'latest_exstensions',\n",
+        "    'change_webui', 'detailed_download', 'controlnet',\n",
+        "    'controlnet_num', 'commit_hash', 'huggingface_token',\n",
+        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
+        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',\n",
+        "    'Extensions_url', 'custom_file_urls'\n",
+        "]\n",
+        "\n",
+        "locals().update({key: settings.get(key) for key in VARIABLES})\n",
+        "\n",
         "\n",
         "# ================ LIBRARIES V2 ================\n",
         "flag_file = f\"{root_path}/libraries_installed.txt\"\n",
@@ -45,8 +70,9 @@
         "        # \"aria2\": \"apt -y install aria2\",\n",
         "        \"aria2\": \"pip install aria2\",\n",
         "        \"localtunnel\": \"npm install -g localtunnel\",\n",
-        "        \"insightface\": \"pip install insightface\"\n",
         "    }\n",
+        "    if controlnet != 'none':\n",
+        "        install_lib[\"insightface\"] = \"pip install insightface\"\n",
         "\n",
         "    additional_libs = {\n",
         "        \"Google Colab\": {\n",
@@ -58,7 +84,6 @@
         "            # \"aiohttp\": \"pip install trash-cli && trash-put /opt/conda/lib/python3.10/site-packages/aiohttp*\" # fix install req\n",
         "        }\n",
         "    }\n",
-        "\n",
         "    if env in additional_libs:\n",
         "        install_lib.update(additional_libs[env])\n",
         "\n",
@@ -85,68 +110,106 @@
         "    clear_output()\n",
         "\n",
         "\n",
-        "# ================= loading settings V4 =================\n",
-        "def load_settings(path):\n",
-        "    if os.path.exists(path):\n",
-        "        with open(path, 'r') as file:\n",
-        "            return json.load(file)\n",
-        "    return {}\n",
-        "\n",
-        "settings = load_settings(f'{root_path}/settings.json')\n",
+        "# =================== OTHER ====================\n",
+        "# Setup Timer\n",
+        "if \"START_COLAB\" in os.environ:\n",
+        "    start_colab = int(os.environ[\"START_COLAB\"])\n",
+        "else:\n",
+        "    start_colab = int(time.time()) - 5\n",
+        "    os.environ[\"START_COLAB\"] = str(start_colab)\n",
         "\n",
-        "VARIABLES = [\n",
-        "    'model', 'model_num', 'inpainting_model',\n",
-        "    'vae', 'vae_num', 'latest_webui', 'latest_exstensions',\n",
-        "    'change_webui', 'detailed_download', 'controlnet',\n",
-        "    'controlnet_num', 'commit_hash', 'huggingface_token',\n",
-        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
-        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',\n",
-        "    'Extensions_url', 'custom_file_urls'\n",
-        "]\n",
+        "# remove directory func\n",
+        "def _remove_dir(directory_path):\n",
+        "    if directory_path and os.path.exists(directory_path):\n",
+        "        try:\n",
+        "            shutil.rmtree(directory_path)\n",
+        "        except Exception:\n",
+        "            !rm -rf {directory_path}\n",
+        "\n",
+        "# Save files temporarily\n",
+        "temporarily_dir = f'{root_path}/temp_dir'\n",
+        "\n",
+        "def copy_items_with_replace(src_base, dst_base):\n",
+        "    items_to_copy = [\n",
+        "        'embeddings',\n",
+        "        'models/Stable-diffusion',\n",
+        "        'models/VAE',\n",
+        "        'models/Lora',\n",
+        "        'models/ControlNet'\n",
+        "    ]\n",
+        "\n",
+        "    print(\"⌚ Moving files...\", end='')\n",
+        "    time.sleep(1)\n",
+        "    for item in items_to_copy:\n",
+        "        src = os.path.join(src_base, item)\n",
+        "        dst = os.path.join(dst_base, item)\n",
+        "\n",
+        "        if os.path.exists(src):\n",
+        "            if os.path.exists(dst):\n",
+        "                _remove_dir(dst)\n",
+        "            os.makedirs(os.path.dirname(dst), exist_ok=True)\n",
+        "            shutil.move(src, dst)\n",
+        "    print(\"\\r🔥 Files moved!\" + \" \"*15)\n",
+        "\n",
+        "def handle_colab_timer(webui_path, timer_colab):\n",
+        "    timer_file_path = os.path.join(webui_path, 'static', 'colabTimer.txt')\n",
+        "    if not os.path.exists(timer_file_path):\n",
+        "        with open(timer_file_path, 'w') as timer_file:\n",
+        "            timer_file.write(str(timer_colab))\n",
+        "    else:\n",
+        "        with open(timer_file_path, 'r') as timer_file:\n",
+        "            timer_colab = float(timer_file.read())\n",
+        "    return timer_colab\n",
         "\n",
-        "locals().update({key: settings.get(key) for key in VARIABLES})\n",
+        "def unpack_webui():\n",
+        "    start_install = time.time()\n",
+        "    print(f\"⌚ Unpacking Stable Diffusion{' (Forge)' if UI == 'Forge' else ''}...\", end='')\n",
         "\n",
+        "    with capture.capture_output() as cap:\n",
+        "        download_url = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip\"\n",
+        "        if UI == 'Forge':\n",
+        "            download_url = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip\"\n",
         "\n",
-        "# ================= OTHER =================\n",
-        "try:\n",
-        "    start_colab\n",
-        "except:\n",
-        "    start_colab = int(time.time())-5\n",
+        "        aria2_args = \"--console-log-level=error -c -x 16 -s 16 -k 1M\"\n",
+        "        zip_path = f\"{root_path}/repo.zip\"\n",
+        "        !aria2c {aria2_args} {download_url} -d {root_path} -o repo.zip\n",
+        "        !unzip -q -o {zip_path} -d {webui_path}\n",
+        "        !rm -rf {zip_path}\n",
         "\n",
+        "        get_ipython().system(f'echo -n {start_colab} > {webui_path}/static/colabTimer.txt')\n",
+        "    del cap\n",
         "\n",
-        "# ================= MAIN CODE =================\n",
-        "if not os.path.exists(webui_path):\n",
-        "    start_install = int(time.time())\n",
-        "    print(\"⌚ Unpacking Stable Diffusion...\" if change_webui != 'Forge' else \"⌚ Unpacking Stable Diffusion (Forge)...\", end='')\n",
-        "    with capture.capture_output() as cap:\n",
-        "        aria2_command = \"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M\"\n",
-        "        url = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip\" if change_webui != 'Forge' else \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip\"\n",
-        "        !{aria2_command} {url} -o repo.zip\n",
+        "    install_time = time.time() - start_install\n",
+        "    minutes, seconds = divmod(int(install_time), 60)\n",
+        "    print(f\"\\r🚀 Unpacking complete! For {minutes:02}:{seconds:02} ⚡\" + \" \"*15)\n",
         "\n",
-        "        !unzip -q -o repo.zip -d {webui_path}\n",
-        "        !rm -rf repo.zip\n",
+        "    if os.path.exists(temporarily_dir):\n",
+        "        copy_items_with_replace(temporarily_dir, webui_path)\n",
+        "        _remove_dir(temporarily_dir)\n",
         "\n",
-        "        %cd {root_path}\n",
-        "        os.environ[\"SAFETENSORS_FAST_GPU\"]='1'\n",
-        "        os.environ[\"CUDA_MODULE_LOADING\"]=\"LAZY\"\n",
-        "        os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"3\"\n",
-        "        os.environ[\"PYTHONWARNINGS\"] = \"ignore\"\n",
+        "# ================= MAIN CODE ==================\n",
+        "if os.path.exists(webui_path):\n",
+        "    if UI != OLD_UI:\n",
+        "        print(f'Switching the WebUI from \\033[33m{OLD_UI}\\033[0m to \\033[33m{UI}\\033[0m:')\n",
+        "        copy_items_with_replace(webui_path, temporarily_dir)\n",
+        "        _remove_dir(webui_path)\n",
+        "        os.environ['SDW_OLD_UI'] = UI\n",
+        "        time.sleep(2)\n",
+        "        clear_output()\n",
         "\n",
-        "        !echo -n {start_colab} > {webui_path}/static/colabTimer.txt\n",
-        "    del cap\n",
-        "    install_time = timedelta(seconds=time.time()-start_install)\n",
-        "    print(\"\\r🚀 Unpacking is complete! For\",\"%02d:%02d:%02d ⚡\\n\" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)\n",
+        "if not os.path.exists(webui_path):\n",
+        "    unpack_webui()\n",
         "else:\n",
         "    print(\"🚀 All unpacked... Skip. ⚡\")\n",
-        "    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "    print(f\"⌚️ You have been conducting this session for - \\033[33m{time_since_start}\\033[0m\")\n",
+        "    timer_colab = handle_colab_timer(webui_path, start_colab)\n",
+        "    elapsed_time = str(timedelta(seconds=time.time() - timer_colab)).split('.')[0]\n",
+        "    print(f\"⌚️ You have been conducting this session for - \\033[33m{elapsed_time}\\033[0m\")\n",
         "\n",
         "\n",
         "## Changes extensions and WebUi\n",
         "if latest_webui or latest_exstensions:\n",
-        "    action = \"Updating WebUI and Extensions\" if latest_webui and latest_exstensions else (\"WebUI Update\" if latest_webui else \"Update Extensions\")\n",
-        "    print(f\"⌚️ {action}...\", end='', flush=True)\n",
+        "    action = \"WebUI and Extensions\" if latest_webui and latest_exstensions else (\"WebUI\" if latest_webui else \"Extensions\")\n",
+        "    print(f\"⌚️ Updating {action}...\", end='')\n",
         "    with capture.capture_output() as cap:\n",
         "        !git config --global user.email \"[email protected]\"\n",
         "        !git config --global user.name \"Your Name\"\n",
@@ -161,7 +224,7 @@
         "        if latest_exstensions:\n",
         "            !{'for dir in ' + webui_path + '/extensions/*/; do cd \\\"$dir\\\" && git reset --hard && git pull; done'}\n",
         "    del cap\n",
-        "    print(f\"\\r✨ {action} Completed!\")\n",
+        "    print(f\"\\r✨ Updating {action} Completed!\")\n",
         "\n",
         "\n",
         "# === FIXING EXTENSIONS ===\n",
@@ -170,10 +233,8 @@
         "with capture.capture_output() as cap:\n",
         "    # --- Umi-Wildcard ---\n",
         "    !sed -i '521s/open=\\(False\\|True\\)/open=False/' {webui_path}/extensions/Umi-AI-Wildcards/scripts/wildcard_recursive.py  # Closed accordion by default\n",
-        "\n",
         "    # --- Encrypt-Image ---\n",
         "    !sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js # Removes the weird text in webui\n",
-        "\n",
         "    # --- Additional-Networks ---\n",
         "    !wget -O {webui_path}/extensions/additional-networks/scripts/metadata_editor.py {anxety_repos}/extensions/Additional-Networks/fix/metadata_editor.py  # Fixing an error due to old style\n",
         "del cap\n",
@@ -181,7 +242,7 @@
         "\n",
         "## Version switching\n",
         "if commit_hash:\n",
-        "    print('⏳ Time machine activation...', end=\"\", flush=True)\n",
+        "    print('⏳ Time machine activation...', end=\"\")\n",
         "    with capture.capture_output() as cap:\n",
         "        %cd {webui_path}\n",
         "        !git config --global user.email \"[email protected]\"\n",
@@ -221,7 +282,7 @@
         "    padding = (terminal_width - len(text)) // 2\n",
         "    return f\"\\033[1m\\033[36m{' ' * padding}{text}{' ' * padding}\\033[0m\\033[32m\"\n",
         "\n",
-        "def format_output(url, dst_dir, file_name):\n",
+        "def format_output(url, dst_dir, file_name, image_name=None, image_url=None):\n",
         "    info = center_text(f\"[{file_name.split('.')[0]}]\")\n",
         "    separation_line = '\\033[32m' + '---' * 20\n",
         "\n",
@@ -230,89 +291,81 @@
         "    print(f\"\\033[33mSAVE DIR: \\033[34m{dst_dir}\")\n",
         "    print(f\"\\033[33mFILE NAME: \\033[34m{file_name}\\033[0m\")\n",
         "\n",
+        "    if 'civitai' in url and image_url:\n",
+        "        print(f\"\\033[32m[Preview DL]:\\033[0m {image_name} - {image_url}\\n\")\n",
+        "\n",
         "''' GET CivitAi API - DATA '''\n",
         "\n",
         "def CivitAi_API(url, file_name=None):\n",
-        "    SUPPORT_TYPES = ('Checkpoint', 'Model', 'TextualInversion', 'LORA')\n",
+        "    SUPPORT_TYPES = ('Checkpoint', 'TextualInversion', 'LORA')\n",
         "    CIVITAI_TOKEN = \"62c0c5956b2f9defbd844d754000180b\"\n",
         "\n",
         "    url = url.split('?token=')[0] if '?token=' in url else url\n",
         "    url = url.replace('?type=', f'?token={CIVITAI_TOKEN}&type=') if '?type=' in url else f\"{url}?token={CIVITAI_TOKEN}\"\n",
         "\n",
         "    def get_model_data(url):\n",
-        "        if \"civitai.com/models/\" in url:\n",
-        "            if '?modelVersionId=' in url:\n",
-        "                version_id = url.split('?modelVersionId=')[1]\n",
-        "                return requests.get(f\"https://civitai.com/api/v1/model-versions/{version_id}\").json()\n",
+        "        base_url = \"https://civitai.com/api/v1\"\n",
+        "        try:\n",
+        "            if \"civitai.com/models/\" in url:\n",
+        "                if '?modelVersionId=' in url:\n",
+        "                    version_id = url.split('?modelVersionId=')[1]\n",
+        "                else:\n",
+        "                    model_id = url.split('/models/')[1].split('/')[0]\n",
+        "                    model_data = requests.get(f\"{base_url}/models/{model_id}\").json()\n",
+        "                    version_id = model_data['modelVersions'][0].get('id')\n",
         "            else:\n",
-        "                model_id = url.split('/models/')[1].split('/')[0]\n",
-        "                return requests.get(f\"https://civitai.com/api/v1/models/{model_id}\").json()\n",
-        "        else:\n",
-        "            version_id = url.split('/models/')[1].split('/')[0]\n",
-        "            return requests.get(f\"https://civitai.com/api/v1/model-versions/{version_id}\").json()\n",
+        "                version_id = url.split('/models/')[1].split('/')[0]\n",
+        "\n",
+        "            return requests.get(f\"{base_url}/model-versions/{version_id}\").json()\n",
+        "        except (KeyError, IndexError, requests.RequestException) as e:\n",
+        "            return None\n",
         "\n",
         "    data = get_model_data(url)\n",
         "\n",
         "    if not data:\n",
-        "        return None, None, None, None, None, None, None\n",
+        "        print(\"\\033[31m[Data Info]:\\033[0m Failed to retrieve data from the API.\\n\")\n",
+        "        return 'None', None, None, None, None, None, None\n",
         "\n",
         "    def extract_model_info(url, data):\n",
-        "        if \"civitai.com/models/\" in url:\n",
-        "            if '?modelVersionId=' in url:\n",
-        "                model_type = data['model']['type']\n",
-        "                model_name = data['files'][0]['name']\n",
-        "            else:\n",
-        "                model_type = data['type']\n",
-        "                model_name = data['modelVersions'][0]['files'][0]['name']\n",
-        "        elif 'type=' in url:\n",
-        "            model_type = parse_qs(urlparse(url).query).get('type', [''])[0]\n",
-        "            if 'model' in model_type.lower():\n",
-        "                model_name = data['files'][0]['name']\n",
-        "            else:\n",
+        "        model_type = data['model']['type']\n",
+        "        model_name = data['files'][0]['name']\n",
+        "\n",
+        "        if 'type=' in url:\n",
+        "            url_model_type = parse_qs(urlparse(url).query).get('type', [''])[0].lower()\n",
+        "            if 'vae' in url_model_type:\n",
+        "                model_type = data['files'][1]['type']\n",
         "                model_name = data['files'][1]['name']\n",
-        "        else:\n",
-        "            model_type = data['model']['type']\n",
-        "            model_name = data['files'][0]['name']\n",
+        "\n",
         "        return model_type, model_name\n",
         "\n",
         "    model_type, model_name = extract_model_info(url, data)\n",
         "    model_name = file_name or model_name\n",
         "\n",
-        "    def get_download_url(url, data, model_type):\n",
-        "        if \"civitai.com/models/\" in url:\n",
-        "            if '?modelVersionId=' in url:\n",
-        "                return data.get('downloadUrl')\n",
-        "            else:\n",
-        "                return data[\"modelVersions\"][0].get(\"downloadUrl\", \"\")\n",
-        "        elif 'type=' in url:\n",
-        "            if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):\n",
-        "                return data['files'][0]['downloadUrl']\n",
-        "            else:\n",
-        "                return data['files'][1]['downloadUrl']\n",
-        "        else:\n",
-        "            return data.get('downloadUrl')\n",
+        "    def get_download_url(data, model_type):\n",
+        "        if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):\n",
+        "            return data['files'][0]['downloadUrl']\n",
         "\n",
-        "    download_url = get_download_url(url, data, model_type)\n",
-        "    clean_url = re.sub(r'[?&]token=[^&]*', '', download_url)\n",
+        "        return data['files'][1]['downloadUrl'] if 'type' in url else data['files'][0]['downloadUrl']\n",
+        "\n",
+        "    download_url = get_download_url(data, model_type)\n",
         "\n",
         "    def get_image_info(data, model_type, model_name):\n",
-        "        image_url, image_name = None, None\n",
-        "        if any(t in model_type for t in SUPPORT_TYPES):\n",
-        "            try:\n",
-        "                images = data.get('images') or data['modelVersions'][0].get('images', [])\n",
-        "                if env == 'Kaggle':\n",
-        "                    image_url = next((image['url'] for image in images if image['nsfwLevel'] < 4), None)\n",
-        "                else:\n",
-        "                    image_url = images[0]['url'] if images else None\n",
-        "            except KeyError:\n",
-        "                pass\n",
+        "        if not any(t in model_type for t in SUPPORT_TYPES):\n",
+        "            return None, None\n",
+        "\n",
+        "        for image in data.get('images', []):\n",
+        "            if image['nsfwLevel'] >= 4 and env == 'Kaggle':  # Filter NSFW images for Kaggle\n",
+        "                continue\n",
+        "            image_url = image['url']\n",
+        "            image_extension = image_url.split('.')[-1]\n",
+        "            image_name = f\"{model_name.split('.')[0]}.preview.{image_extension}\" if image_url else None\n",
+        "            return image_url, image_name\n",
         "\n",
-        "            image_name = f\"{model_name.split('.')[0]}.preview.{image_url.split('.')[-1]}\" if image_url else None\n",
-        "        return image_url, image_name\n",
+        "        return None, None\n",
         "\n",
         "    image_url, image_name = get_image_info(data, model_type, model_name)\n",
         "\n",
-        "    return f\"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}\", clean_url, model_type, model_name, image_url, image_name, data\n",
+        "    return f\"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}\", download_url, model_type, model_name, image_url, image_name, data\n",
         "\n",
         "''' Main Download Code '''\n",
         "\n",
@@ -358,13 +411,13 @@
         "        dir = PREFIXES[prefix]\n",
         "        if prefix != \"extension\":\n",
         "            try:\n",
-        "                manual_download(path, dir, file_name=file_name)\n",
+        "                manual_download(path, dir, file_name=file_name, prefix=prefix)\n",
         "            except Exception as e:\n",
         "                print(f\"Error downloading file: {e}\")\n",
         "        else:\n",
         "            extension_repo.append((path, file_name))\n",
         "\n",
-        "def manual_download(url, dst_dir, file_name):\n",
+        "def manual_download(url, dst_dir, file_name, prefix=None):\n",
         "    header_option = f\"--header={user_header}\"\n",
         "    aria2c_header = \"--header='User-Agent: Mozilla/5.0' --allow-overwrite=true\"\n",
         "    aria2_args = \"--optimize-concurrent-downloads --console-log-level=error --summary-interval=10 --stderr=true -c -x16 -s16 -k1M -j5\"\n",
@@ -382,17 +435,17 @@
         "\n",
         "    \"\"\" Formatted info output \"\"\"\n",
         "    model_name_or_basename = file_name if file_name else basename\n",
-        "    format_output(clean_url or url, dst_dir, model_name_or_basename)\n",
-        "\n",
-        "    # print(url, dst_dir, model_name_or_basename)\n",
-        "    if 'civitai' in url:\n",
-        "        if not data:\n",
-        "            print(\"\\033[31m[Data Info]:\\033[0m Failed to retrieve data from the API.\\n\")\n",
-        "        if data and image_name:\n",
-        "            print(f\"\\033[32m[Preview DL]:\\033[0m {image_name} - {image_url}\\n\")\n",
+        "    try:\n",
+        "        format_output(clean_url or url, dst_dir, model_name_or_basename, image_name, image_url)\n",
+        "    except UnboundLocalError:\n",
+        "        format_output(clean_url or url, dst_dir, model_name_or_basename, None, None)\n",
         "\n",
         "    # =====================\n",
         "    def run_aria2c(url, dst_dir, file_name=None, args=\"\", header=\"\"):\n",
+        "        file_path = os.path.join(dst_dir, file_name) # replaces config files\n",
+        "        if os.path.exists(file_path) and prefix == 'config':\n",
+        "            os.remove(file_path)\n",
+        "\n",
         "        out = f\"-o '{file_name}'\" if file_name else \"\"\n",
         "        !aria2c {header} {args} -d {dst_dir} {out} '{url}'\n",
         "\n",
@@ -418,19 +471,44 @@
         "\n",
         "''' SubModels - Added URLs '''\n",
         "\n",
+        "# Separation of merged numbers\n",
+        "def split_numbers(num_str, max_num):\n",
+        "    def helper(s):\n",
+        "        if not s:\n",
+        "            return []\n",
+        "        for length in range(2, 0, -1):\n",
+        "            if len(s) >= length:\n",
+        "                part = int(s[:length])\n",
+        "                if part <= max_num:\n",
+        "                    result = helper(s[length:])\n",
+        "                    if result is not None:\n",
+        "                        return [part] + result\n",
+        "        return None\n",
+        "    return helper(num_str)\n",
+        "\n",
         "def add_submodels(selection, num_selection, model_dict, dst_dir):\n",
+        "    selected_models = []\n",
         "    if selection == \"none\":\n",
-        "        return []\n",
+        "        return selected_models\n",
         "    if selection == \"ALL\":\n",
-        "        all_models = []\n",
         "        for models in model_dict.values():\n",
-        "            all_models.extend(models)\n",
-        "        selected_models = all_models\n",
+        "            selected_models.extend(models)\n",
         "    else:\n",
-        "        selected_models = model_dict[selection]\n",
-        "        selected_nums = map(int, num_selection.replace(',', '').split())\n",
-        "        for num in selected_nums:\n",
-        "            if 1 <= num <= len(model_dict):\n",
+        "        if selection in model_dict:\n",
+        "            selected_models.extend(model_dict[selection])\n",
+        "        nums = num_selection.replace(',', ' ').split()\n",
+        "        max_num = len(model_dict)\n",
+        "        selected_nums = []\n",
+        "\n",
+        "        for num_part in nums:\n",
+        "            split_nums = split_numbers(num_part, max_num)\n",
+        "            if split_nums:\n",
+        "                selected_nums.extend(split_nums)\n",
+        "\n",
+        "        unique_nums = list(set(selected_nums))\n",
+        "\n",
+        "        for num in unique_nums:\n",
+        "            if 1 <= num <= max_num:\n",
         "                name = list(model_dict)[num - 1]\n",
         "                selected_models.extend(model_dict[name])\n",
         "\n",
@@ -521,7 +599,7 @@
         "\n",
         "## Install of Custom extensions\n",
         "if len(extension_repo) > 0:\n",
-        "    print(\"✨ Installing custom extensions...\", end='', flush=True)\n",
+        "    print(\"✨ Installing custom extensions...\", end='')\n",
         "    with capture.capture_output() as cap:\n",
         "        for repo, repo_name in extension_repo:\n",
         "            if not repo_name:\n",

files_cells/notebooks/en/launch_en.ipynb

@@ -29,6 +29,7 @@
         "import time\n",
         "import json\n",
         "import requests\n",
+        "import subprocess\n",
         "import cloudpickle as pickle\n",
         "from datetime import timedelta\n",
         "from IPython.display import clear_output\n",
@@ -55,6 +56,17 @@
         "change_webui = settings.get('change_webui', \"\")\n",
         "\n",
         "\n",
+        "# ========================== OTHER ==========================\n",
+        "def is_package_installed(package_name):\n",
+        "    try:\n",
+        "        subprocess.run([\"npm\", \"ls\", \"-g\", package_name], check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n",
+        "        return True\n",
+        "    except subprocess.CalledProcessError:\n",
+        "        return False\n",
+        "\n",
+        "lt_tunnel = is_package_installed('localtunnel')\n",
+        "\n",
+        "\n",
         "# ======================== TUNNEL V2 ========================\n",
         "print('Please Wait...')\n",
         "\n",
@@ -80,7 +92,9 @@
         "tunnel_port = 1834\n",
         "tunnel = tunnel_class(tunnel_port)\n",
         "tunnel.add_tunnel(command=\"cl tunnel --url localhost:{port}\", name=\"cl\", pattern=re.compile(r\"[\\w-]+\\.trycloudflare\\.com\"))\n",
-        "tunnel.add_tunnel(command=\"lt --port {port}\", name=\"lt\", pattern=re.compile(r\"[\\w-]+\\.loca\\.lt\"), note=\"Password : \" + \"\\033[32m\" + public_ipv4 + \"\\033[0m\" + \" rerun cell if 404 error.\")\n",
+        "\n",
+        "if lt_tunnel:\n",
+        "    tunnel.add_tunnel(command=\"lt --port {port}\", name=\"lt\", pattern=re.compile(r\"[\\w-]+\\.loca\\.lt\"), note=\"Password : \" + \"\\033[32m\" + public_ipv4 + \"\\033[0m\" + \" rerun cell if 404 error.\")\n",
         "\n",
         "if zrok_token:\n",
         "    !zrok enable {zrok_token} &> /dev/null\n",
@@ -89,7 +103,7 @@
         "clear_output()\n",
         "\n",
         "\n",
-        "# =============== Automatic Fixing Path V3 ===============\n",
+        "# ================= Automatic Fixing Path V3 ================\n",
         "paths_to_check = {\n",
         "    \"tagger_hf_cache_dir\": f\"{webui_path}/models/interrogators/\",\n",
         "    \"additional_networks_extra_lora_path\": f\"{webui_path}/models/Lora/\",\n",
@@ -120,8 +134,10 @@
         "    if env != \"Google Colab\":\n",
         "        commandline_arguments += f' --encrypt-pass={tunnel_port} --api'\n",
         "\n",
-        "    if change_webui == 'Forge':\n",
-        "        commandline_arguments += ' --cuda-stream --pin-shared-memory'\n",
+        "    if change_webui == 'A1111':\n",
+        "        commandline_arguments += ' --xformers'\n",
+        "    else:\n",
+        "        commandline_arguments += ' --disable-xformers --opt-sdp-attention --cuda-stream --pin-shared-memory'\n",
         "\n",
         "    !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
         "\n",

files_cells/notebooks/en/widgets_en.ipynb

@@ -116,6 +116,7 @@
         "'''\n",
         "display(HTML(JS))\n",
         "\n",
+        "\n",
         "# ==================== WIDGETS V2 ====================\n",
         "HR = widgets.HTML('<hr>')\n",
         "\n",
@@ -227,7 +228,7 @@
         "zrok_button = factory.create_html('<a href=\"https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU\" target=\"_blank\">Зарегать Zrok Токен</a>', class_name=\"button_ngrok\")\n",
         "zrok_widget = factory.create_hbox([zrok_token_widget, zrok_button])\n",
         "\n",
-        "commandline_arguments_options = \"--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars --xformers\"\n",
+        "commandline_arguments_options = \"--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars\"\n",
         "commandline_arguments_widget = factory.create_text('Arguments:', value=commandline_arguments_options)\n",
         "\n",
         "# Display Additional\n",
@@ -245,8 +246,6 @@
         "\n",
         "if free_plan and env == \"Google Colab\": # remove ngrok from colab\n",
         "    additional_widget_list.remove(ngrok_widget)\n",
-        "if os.path.exists(webui_path): # remove selection after selection ;3\n",
-        "    choose_changes_widget.children = [widget for widget in choose_changes_widget.children if widget != change_webui_widget]\n",
         "\n",
         "all_additional_box = factory.create_vbox(additional_widget_list, class_names=[\"container\", \"image_3\"])\n",
         "factory.display(all_additional_box)\n",
@@ -296,6 +295,21 @@
         "factory.display(save_button)\n",
         "\n",
         "\n",
+        "# ==================== OTHER FUNC ====================\n",
+        "# Setup UI\n",
+        "def setup_webui(change_webui_widget):\n",
+        "    if 'SDW_UI' in os.environ:\n",
+        "        UI = os.environ['SDW_UI']\n",
+        "    else:\n",
+        "        os.environ['SDW_UI'] = change_webui_widget\n",
+        "        os.environ['SDW_OLD_UI'] = change_webui_widget\n",
+        "\n",
+        "    UI = os.getenv('SDW_UI')\n",
+        "\n",
+        "    if UI != change_webui_widget:\n",
+        "        os.environ['SDW_UI'] = change_webui_widget\n",
+        "\n",
+        "\n",
         "# ============ Load / Save - Settings V2 ============\n",
         "SETTINGS_FILE = f'{root_path}/settings.json'\n",
         "\n",
@@ -330,6 +344,7 @@
         "\n",
         "def save_data(button):\n",
         "    save_settings()\n",
+        "    setup_webui(change_webui_widget.value)\n",
         "    hide_widgets()\n",
         "\n",
         "load_settings()\n",

files_cells/notebooks/ru/downloading_ru.ipynb

@@ -34,6 +34,31 @@
         "webui_path = os.getenv('WEBUI_PATH')\n",
         "free_plan = os.getenv('FREE_PLAN')\n",
         "\n",
+        "UI = os.getenv('SDW_UI')\n",
+        "OLD_UI = os.getenv('SDW_OLD_UI')\n",
+        "\n",
+        "\n",
+        "# ============ loading settings V4 =============\n",
+        "def load_settings(path):\n",
+        "    if os.path.exists(path):\n",
+        "        with open(path, 'r') as file:\n",
+        "            return json.load(file)\n",
+        "    return {}\n",
+        "\n",
+        "settings = load_settings(f'{root_path}/settings.json')\n",
+        "\n",
+        "VARIABLES = [\n",
+        "    'model', 'model_num', 'inpainting_model',\n",
+        "    'vae', 'vae_num', 'latest_webui', 'latest_exstensions',\n",
+        "    'change_webui', 'detailed_download', 'controlnet',\n",
+        "    'controlnet_num', 'commit_hash', 'huggingface_token',\n",
+        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
+        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',\n",
+        "    'Extensions_url', 'custom_file_urls'\n",
+        "]\n",
+        "\n",
+        "locals().update({key: settings.get(key) for key in VARIABLES})\n",
+        "\n",
         "\n",
         "# ================ LIBRARIES V2 ================\n",
         "flag_file = f\"{root_path}/libraries_installed.txt\"\n",
@@ -45,8 +70,9 @@
         "        # \"aria2\": \"apt -y install aria2\",\n",
         "        \"aria2\": \"pip install aria2\",\n",
         "        \"localtunnel\": \"npm install -g localtunnel\",\n",
-        "        \"insightface\": \"pip install insightface\"\n",
         "    }\n",
+        "    if controlnet != 'none':\n",
+        "        install_lib[\"insightface\"] = \"pip install insightface\"\n",
         "\n",
         "    additional_libs = {\n",
         "        \"Google Colab\": {\n",
@@ -58,7 +84,6 @@
         "            # \"aiohttp\": \"pip install trash-cli && trash-put /opt/conda/lib/python3.10/site-packages/aiohttp*\" # fix install req\n",
         "        }\n",
         "    }\n",
-        "\n",
         "    if env in additional_libs:\n",
         "        install_lib.update(additional_libs[env])\n",
         "\n",
@@ -85,68 +110,106 @@
         "    clear_output()\n",
         "\n",
         "\n",
-        "# ================= loading settings V4 =================\n",
-        "def load_settings(path):\n",
-        "    if os.path.exists(path):\n",
-        "        with open(path, 'r') as file:\n",
-        "            return json.load(file)\n",
-        "    return {}\n",
-        "\n",
-        "settings = load_settings(f'{root_path}/settings.json')\n",
+        "# =================== OTHER ====================\n",
+        "# Setup Timer\n",
+        "if \"START_COLAB\" in os.environ:\n",
+        "    start_colab = int(os.environ[\"START_COLAB\"])\n",
+        "else:\n",
+        "    start_colab = int(time.time()) - 5\n",
+        "    os.environ[\"START_COLAB\"] = str(start_colab)\n",
         "\n",
-        "VARIABLES = [\n",
-        "    'model', 'model_num', 'inpainting_model',\n",
-        "    'vae', 'vae_num', 'latest_webui', 'latest_exstensions',\n",
-        "    'change_webui', 'detailed_download', 'controlnet',\n",
-        "    'controlnet_num', 'commit_hash', 'huggingface_token',\n",
-        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
-        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',\n",
-        "    'Extensions_url', 'custom_file_urls'\n",
-        "]\n",
+        "# remove directory func\n",
+        "def _remove_dir(directory_path):\n",
+        "    if directory_path and os.path.exists(directory_path):\n",
+        "        try:\n",
+        "            shutil.rmtree(directory_path)\n",
+        "        except Exception:\n",
+        "            !rm -rf {directory_path}\n",
+        "\n",
+        "# Save files temporarily\n",
+        "temporarily_dir = f'{root_path}/temp_dir'\n",
+        "\n",
+        "def copy_items_with_replace(src_base, dst_base):\n",
+        "    items_to_copy = [\n",
+        "        'embeddings',\n",
+        "        'models/Stable-diffusion',\n",
+        "        'models/VAE',\n",
+        "        'models/Lora',\n",
+        "        'models/ControlNet'\n",
+        "    ]\n",
+        "\n",
+        "    print(\"⌚ Перемещение файлов...\", end='')\n",
+        "    time.sleep(1)\n",
+        "    for item in items_to_copy:\n",
+        "        src = os.path.join(src_base, item)\n",
+        "        dst = os.path.join(dst_base, item)\n",
+        "\n",
+        "        if os.path.exists(src):\n",
+        "            if os.path.exists(dst):\n",
+        "                _remove_dir(dst)\n",
+        "            os.makedirs(os.path.dirname(dst), exist_ok=True)\n",
+        "            shutil.move(src, dst)\n",
+        "    print(\"\\r🔥 Файлы перемещены!\" + \" \"*15)\n",
+        "\n",
+        "def handle_colab_timer(webui_path, timer_colab):\n",
+        "    timer_file_path = os.path.join(webui_path, 'static', 'colabTimer.txt')\n",
+        "    if not os.path.exists(timer_file_path):\n",
+        "        with open(timer_file_path, 'w') as timer_file:\n",
+        "            timer_file.write(str(timer_colab))\n",
+        "    else:\n",
+        "        with open(timer_file_path, 'r') as timer_file:\n",
+        "            timer_colab = float(timer_file.read())\n",
+        "    return timer_colab\n",
         "\n",
-        "locals().update({key: settings.get(key) for key in VARIABLES})\n",
+        "def unpack_webui():\n",
+        "    start_install = time.time()\n",
+        "    print(f\"⌚ Распаковка Stable Diffusion{' (Forge)' if UI == 'Forge' else ''}...\", end='')\n",
         "\n",
+        "    with capture.capture_output() as cap:\n",
+        "        download_url = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip\"\n",
+        "        if UI == 'Forge':\n",
+        "            download_url = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip\"\n",
         "\n",
-        "# ================= OTHER =================\n",
-        "try:\n",
-        "    start_colab\n",
-        "except:\n",
-        "    start_colab = int(time.time())-5\n",
+        "        aria2_args = \"--console-log-level=error -c -x 16 -s 16 -k 1M\"\n",
+        "        zip_path = f\"{root_path}/repo.zip\"\n",
+        "        !aria2c {aria2_args} {download_url} -d {root_path} -o repo.zip\n",
+        "        !unzip -q -o {zip_path} -d {webui_path}\n",
+        "        !rm -rf {zip_path}\n",
         "\n",
+        "        get_ipython().system(f'echo -n {start_colab} > {webui_path}/static/colabTimer.txt')\n",
+        "    del cap\n",
         "\n",
-        "# ================= MAIN CODE =================\n",
-        "if not os.path.exists(webui_path):\n",
-        "    start_install = int(time.time())\n",
-        "    print(\"⌚ Распаковка Stable Diffusion...\" if change_webui != 'Forge' else \"⌚ Распаковка Stable Diffusion (Forge)...\", end='')\n",
-        "    with capture.capture_output() as cap:\n",
-        "        aria2_command = \"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M\"\n",
-        "        url = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip\" if change_webui != 'Forge' else \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip\"\n",
-        "        !{aria2_command} {url} -o repo.zip\n",
+        "    install_time = time.time() - start_install\n",
+        "    minutes, seconds = divmod(int(install_time), 60)\n",
+        "    print(f\"\\r🚀 Распаковка Завершена! За {minutes:02}:{seconds:02} ⚡\" + \" \"*15)\n",
         "\n",
-        "        !unzip -q -o repo.zip -d {webui_path}\n",
-        "        !rm -rf repo.zip\n",
+        "    if os.path.exists(temporarily_dir):\n",
+        "        copy_items_with_replace(temporarily_dir, webui_path)\n",
+        "        _remove_dir(temporarily_dir)\n",
         "\n",
-        "        %cd {root_path}\n",
-        "        os.environ[\"SAFETENSORS_FAST_GPU\"]='1'\n",
-        "        os.environ[\"CUDA_MODULE_LOADING\"]=\"LAZY\"\n",
-        "        os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"3\"\n",
-        "        os.environ[\"PYTHONWARNINGS\"] = \"ignore\"\n",
+        "# ================= MAIN CODE ==================\n",
+        "if os.path.exists(webui_path):\n",
+        "    if UI != OLD_UI:\n",
+        "        print(f'Переключение веб-интерфейса с \\033[33m{OLD_UI}\\033[0m на \\033[33m{UI}\\033[0m:')\n",
+        "        copy_items_with_replace(webui_path, temporarily_dir)\n",
+        "        _remove_dir(webui_path)\n",
+        "        os.environ['SDW_OLD_UI'] = UI\n",
+        "        time.sleep(2)\n",
+        "        clear_output()\n",
         "\n",
-        "        !echo -n {start_colab} > {webui_path}/static/colabTimer.txt\n",
-        "    del cap\n",
-        "    install_time = timedelta(seconds=time.time()-start_install)\n",
-        "    print(\"\\r🚀 Распаковка Завершена! За\",\"%02d:%02d:%02d ⚡\\n\" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)\n",
+        "if not os.path.exists(webui_path):\n",
+        "    unpack_webui()\n",
         "else:\n",
         "    print(\"🚀 Все распакованно... Пропуск. ⚡\")\n",
-        "    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "    print(f\"⌚️ Вы проводите эту сессию в течение - \\033[33m{time_since_start}\\033[0m\")\n",
+        "    timer_colab = handle_colab_timer(webui_path, start_colab)\n",
+        "    elapsed_time = str(timedelta(seconds=time.time() - timer_colab)).split('.')[0]\n",
+        "    print(f\"⌚️ Вы проводите эту сессию в течение - \\033[33m{elapsed_time}\\033[0m\")\n",
         "\n",
         "\n",
         "## Changes extensions and WebUi\n",
         "if latest_webui or latest_exstensions:\n",
-        "    action = \"Обновление WebUI и Расширений\" if latest_webui and latest_exstensions else (\"Обновление WebUI\" if latest_webui else \"Обновление Расширений\")\n",
-        "    print(f\"⌚️ {action}...\", end='', flush=True)\n",
+        "    action = \"WebUI и Расширений\" if latest_webui and latest_exstensions else (\"WebUI\" if latest_webui else \"Расширений\")\n",
+        "    print(f\"⌚️ Обновление {action}...\", end='')\n",
         "    with capture.capture_output() as cap:\n",
         "        !git config --global user.email \"[email protected]\"\n",
         "        !git config --global user.name \"Your Name\"\n",
@@ -161,7 +224,7 @@
         "        if latest_exstensions:\n",
         "            !{'for dir in ' + webui_path + '/extensions/*/; do cd \\\"$dir\\\" && git reset --hard && git pull; done'}\n",
         "    del cap\n",
-        "    print(f\"\\r✨ {action} Завершено!\")\n",
+        "    print(f\"\\r✨ Обновление {action} Завершено!\")\n",
         "\n",
         "\n",
         "# === FIXING EXTENSIONS ===\n",
@@ -170,10 +233,8 @@
         "with capture.capture_output() as cap:\n",
         "    # --- Umi-Wildcard ---\n",
         "    !sed -i '521s/open=\\(False\\|True\\)/open=False/' {webui_path}/extensions/Umi-AI-Wildcards/scripts/wildcard_recursive.py  # Closed accordion by default\n",
-        "\n",
         "    # --- Encrypt-Image ---\n",
         "    !sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js # Removes the weird text in webui\n",
-        "\n",
         "    # --- Additional-Networks ---\n",
         "    !wget -O {webui_path}/extensions/additional-networks/scripts/metadata_editor.py {anxety_repos}/extensions/Additional-Networks/fix/metadata_editor.py  # Fixing an error due to old style\n",
         "del cap\n",
@@ -181,7 +242,7 @@
         "\n",
         "## Version switching\n",
         "if commit_hash:\n",
-        "    print('⏳ Активация машины времени...', end=\"\", flush=True)\n",
+        "    print('⏳ Активация машины времени...', end=\"\")\n",
         "    with capture.capture_output() as cap:\n",
         "        %cd {webui_path}\n",
         "        !git config --global user.email \"[email protected]\"\n",
@@ -221,7 +282,7 @@
         "    padding = (terminal_width - len(text)) // 2\n",
         "    return f\"\\033[1m\\033[36m{' ' * padding}{text}{' ' * padding}\\033[0m\\033[32m\"\n",
         "\n",
-        "def format_output(url, dst_dir, file_name):\n",
+        "def format_output(url, dst_dir, file_name, image_name=None, image_url=None):\n",
         "    info = center_text(f\"[{file_name.split('.')[0]}]\")\n",
         "    separation_line = '\\033[32m' + '---' * 20\n",
         "\n",
@@ -230,89 +291,81 @@
         "    print(f\"\\033[33mSAVE DIR: \\033[34m{dst_dir}\")\n",
         "    print(f\"\\033[33mFILE NAME: \\033[34m{file_name}\\033[0m\")\n",
         "\n",
+        "    if 'civitai' in url and image_url:\n",
+        "        print(f\"\\033[32m[Preview DL]:\\033[0m {image_name} - {image_url}\\n\")\n",
+        "\n",
         "''' GET CivitAi API - DATA '''\n",
         "\n",
         "def CivitAi_API(url, file_name=None):\n",
-        "    SUPPORT_TYPES = ('Checkpoint', 'Model', 'TextualInversion', 'LORA')\n",
+        "    SUPPORT_TYPES = ('Checkpoint', 'TextualInversion', 'LORA')\n",
         "    CIVITAI_TOKEN = \"62c0c5956b2f9defbd844d754000180b\"\n",
         "\n",
         "    url = url.split('?token=')[0] if '?token=' in url else url\n",
         "    url = url.replace('?type=', f'?token={CIVITAI_TOKEN}&type=') if '?type=' in url else f\"{url}?token={CIVITAI_TOKEN}\"\n",
         "\n",
         "    def get_model_data(url):\n",
-        "        if \"civitai.com/models/\" in url:\n",
-        "            if '?modelVersionId=' in url:\n",
-        "                version_id = url.split('?modelVersionId=')[1]\n",
-        "                return requests.get(f\"https://civitai.com/api/v1/model-versions/{version_id}\").json()\n",
+        "        base_url = \"https://civitai.com/api/v1\"\n",
+        "        try:\n",
+        "            if \"civitai.com/models/\" in url:\n",
+        "                if '?modelVersionId=' in url:\n",
+        "                    version_id = url.split('?modelVersionId=')[1]\n",
+        "                else:\n",
+        "                    model_id = url.split('/models/')[1].split('/')[0]\n",
+        "                    model_data = requests.get(f\"{base_url}/models/{model_id}\").json()\n",
+        "                    version_id = model_data['modelVersions'][0].get('id')\n",
         "            else:\n",
-        "                model_id = url.split('/models/')[1].split('/')[0]\n",
-        "                return requests.get(f\"https://civitai.com/api/v1/models/{model_id}\").json()\n",
-        "        else:\n",
-        "            version_id = url.split('/models/')[1].split('/')[0]\n",
-        "            return requests.get(f\"https://civitai.com/api/v1/model-versions/{version_id}\").json()\n",
+        "                version_id = url.split('/models/')[1].split('/')[0]\n",
+        "\n",
+        "            return requests.get(f\"{base_url}/model-versions/{version_id}\").json()\n",
+        "        except (KeyError, IndexError, requests.RequestException) as e:\n",
+        "            return None\n",
         "\n",
         "    data = get_model_data(url)\n",
         "\n",
         "    if not data:\n",
-        "        return None, None, None, None, None, None, None\n",
+        "        print(\"\\033[31m[Data Info]:\\033[0m Failed to retrieve data from the API.\\n\")\n",
+        "        return 'None', None, None, None, None, None, None\n",
         "\n",
         "    def extract_model_info(url, data):\n",
-        "        if \"civitai.com/models/\" in url:\n",
-        "            if '?modelVersionId=' in url:\n",
-        "                model_type = data['model']['type']\n",
-        "                model_name = data['files'][0]['name']\n",
-        "            else:\n",
-        "                model_type = data['type']\n",
-        "                model_name = data['modelVersions'][0]['files'][0]['name']\n",
-        "        elif 'type=' in url:\n",
-        "            model_type = parse_qs(urlparse(url).query).get('type', [''])[0]\n",
-        "            if 'model' in model_type.lower():\n",
-        "                model_name = data['files'][0]['name']\n",
-        "            else:\n",
+        "        model_type = data['model']['type']\n",
+        "        model_name = data['files'][0]['name']\n",
+        "\n",
+        "        if 'type=' in url:\n",
+        "            url_model_type = parse_qs(urlparse(url).query).get('type', [''])[0].lower()\n",
+        "            if 'vae' in url_model_type:\n",
+        "                model_type = data['files'][1]['type']\n",
         "                model_name = data['files'][1]['name']\n",
-        "        else:\n",
-        "            model_type = data['model']['type']\n",
-        "            model_name = data['files'][0]['name']\n",
+        "\n",
         "        return model_type, model_name\n",
         "\n",
         "    model_type, model_name = extract_model_info(url, data)\n",
         "    model_name = file_name or model_name\n",
         "\n",
-        "    def get_download_url(url, data, model_type):\n",
-        "        if \"civitai.com/models/\" in url:\n",
-        "            if '?modelVersionId=' in url:\n",
-        "                return data.get('downloadUrl')\n",
-        "            else:\n",
-        "                return data[\"modelVersions\"][0].get(\"downloadUrl\", \"\")\n",
-        "        elif 'type=' in url:\n",
-        "            if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):\n",
-        "                return data['files'][0]['downloadUrl']\n",
-        "            else:\n",
-        "                return data['files'][1]['downloadUrl']\n",
-        "        else:\n",
-        "            return data.get('downloadUrl')\n",
+        "    def get_download_url(data, model_type):\n",
+        "        if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):\n",
+        "            return data['files'][0]['downloadUrl']\n",
         "\n",
-        "    download_url = get_download_url(url, data, model_type)\n",
-        "    clean_url = re.sub(r'[?&]token=[^&]*', '', download_url)\n",
+        "        return data['files'][1]['downloadUrl'] if 'type' in url else data['files'][0]['downloadUrl']\n",
+        "\n",
+        "    download_url = get_download_url(data, model_type)\n",
         "\n",
         "    def get_image_info(data, model_type, model_name):\n",
-        "        image_url, image_name = None, None\n",
-        "        if any(t in model_type for t in SUPPORT_TYPES):\n",
-        "            try:\n",
-        "                images = data.get('images') or data['modelVersions'][0].get('images', [])\n",
-        "                if env == 'Kaggle':\n",
-        "                    image_url = next((image['url'] for image in images if image['nsfwLevel'] < 4), None)\n",
-        "                else:\n",
-        "                    image_url = images[0]['url'] if images else None\n",
-        "            except KeyError:\n",
-        "                pass\n",
+        "        if not any(t in model_type for t in SUPPORT_TYPES):\n",
+        "            return None, None\n",
+        "\n",
+        "        for image in data.get('images', []):\n",
+        "            if image['nsfwLevel'] >= 4 and env == 'Kaggle':  # Filter NSFW images for Kaggle\n",
+        "                continue\n",
+        "            image_url = image['url']\n",
+        "            image_extension = image_url.split('.')[-1]\n",
+        "            image_name = f\"{model_name.split('.')[0]}.preview.{image_extension}\" if image_url else None\n",
+        "            return image_url, image_name\n",
         "\n",
-        "            image_name = f\"{model_name.split('.')[0]}.preview.{image_url.split('.')[-1]}\" if image_url else None\n",
-        "        return image_url, image_name\n",
+        "        return None, None\n",
         "\n",
         "    image_url, image_name = get_image_info(data, model_type, model_name)\n",
         "\n",
-        "    return f\"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}\", clean_url, model_type, model_name, image_url, image_name, data\n",
+        "    return f\"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}\", download_url, model_type, model_name, image_url, image_name, data\n",
         "\n",
         "''' Main Download Code '''\n",
         "\n",
@@ -358,13 +411,13 @@
         "        dir = PREFIXES[prefix]\n",
         "        if prefix != \"extension\":\n",
         "            try:\n",
-        "                manual_download(path, dir, file_name=file_name)\n",
+        "                manual_download(path, dir, file_name=file_name, prefix=prefix)\n",
         "            except Exception as e:\n",
         "                print(f\"Error downloading file: {e}\")\n",
         "        else:\n",
         "            extension_repo.append((path, file_name))\n",
         "\n",
-        "def manual_download(url, dst_dir, file_name):\n",
+        "def manual_download(url, dst_dir, file_name, prefix=None):\n",
         "    header_option = f\"--header={user_header}\"\n",
         "    aria2c_header = \"--header='User-Agent: Mozilla/5.0' --allow-overwrite=true\"\n",
         "    aria2_args = \"--optimize-concurrent-downloads --console-log-level=error --summary-interval=10 --stderr=true -c -x16 -s16 -k1M -j5\"\n",
@@ -382,17 +435,17 @@
         "\n",
         "    \"\"\" Formatted info output \"\"\"\n",
         "    model_name_or_basename = file_name if file_name else basename\n",
-        "    format_output(clean_url or url, dst_dir, model_name_or_basename)\n",
-        "\n",
-        "    # print(url, dst_dir, model_name_or_basename)\n",
-        "    if 'civitai' in url:\n",
-        "        if not data:\n",
-        "            print(\"\\033[31m[Data Info]:\\033[0m Failed to retrieve data from the API.\\n\")\n",
-        "        if data and image_name:\n",
-        "            print(f\"\\033[32m[Preview DL]:\\033[0m {image_name} - {image_url}\\n\")\n",
+        "    try:\n",
+        "        format_output(clean_url or url, dst_dir, model_name_or_basename, image_name, image_url)\n",
+        "    except UnboundLocalError:\n",
+        "        format_output(clean_url or url, dst_dir, model_name_or_basename, None, None)\n",
         "\n",
         "    # =====================\n",
         "    def run_aria2c(url, dst_dir, file_name=None, args=\"\", header=\"\"):\n",
+        "        file_path = os.path.join(dst_dir, file_name) # replaces config files\n",
+        "        if os.path.exists(file_path) and prefix == 'config':\n",
+        "            os.remove(file_path)\n",
+        "\n",
         "        out = f\"-o '{file_name}'\" if file_name else \"\"\n",
         "        !aria2c {header} {args} -d {dst_dir} {out} '{url}'\n",
         "\n",
@@ -418,19 +471,44 @@
         "\n",
         "''' SubModels - Added URLs '''\n",
         "\n",
+        "# Separation of merged numbers\n",
+        "def split_numbers(num_str, max_num):\n",
+        "    def helper(s):\n",
+        "        if not s:\n",
+        "            return []\n",
+        "        for length in range(2, 0, -1):\n",
+        "            if len(s) >= length:\n",
+        "                part = int(s[:length])\n",
+        "                if part <= max_num:\n",
+        "                    result = helper(s[length:])\n",
+        "                    if result is not None:\n",
+        "                        return [part] + result\n",
+        "        return None\n",
+        "    return helper(num_str)\n",
+        "\n",
         "def add_submodels(selection, num_selection, model_dict, dst_dir):\n",
+        "    selected_models = []\n",
         "    if selection == \"none\":\n",
-        "        return []\n",
+        "        return selected_models\n",
         "    if selection == \"ALL\":\n",
-        "        all_models = []\n",
         "        for models in model_dict.values():\n",
-        "            all_models.extend(models)\n",
-        "        selected_models = all_models\n",
+        "            selected_models.extend(models)\n",
         "    else:\n",
-        "        selected_models = model_dict[selection]\n",
-        "        selected_nums = map(int, num_selection.replace(',', '').split())\n",
-        "        for num in selected_nums:\n",
-        "            if 1 <= num <= len(model_dict):\n",
+        "        if selection in model_dict:\n",
+        "            selected_models.extend(model_dict[selection])\n",
+        "        nums = num_selection.replace(',', ' ').split()\n",
+        "        max_num = len(model_dict)\n",
+        "        selected_nums = []\n",
+        "\n",
+        "        for num_part in nums:\n",
+        "            split_nums = split_numbers(num_part, max_num)\n",
+        "            if split_nums:\n",
+        "                selected_nums.extend(split_nums)\n",
+        "\n",
+        "        unique_nums = list(set(selected_nums))\n",
+        "\n",
+        "        for num in unique_nums:\n",
+        "            if 1 <= num <= max_num:\n",
         "                name = list(model_dict)[num - 1]\n",
         "                selected_models.extend(model_dict[name])\n",
         "\n",
@@ -521,7 +599,7 @@
         "\n",
         "## Install of Custom extensions\n",
         "if len(extension_repo) > 0:\n",
-        "    print(\"✨ Установка кастомных расширений...\", end='', flush=True)\n",
+        "    print(\"✨ Установка кастомных расширений...\", end='')\n",
         "    with capture.capture_output() as cap:\n",
         "        for repo, repo_name in extension_repo:\n",
         "            if not repo_name:\n",

files_cells/notebooks/ru/launch_ru.ipynb

@@ -29,6 +29,7 @@
         "import time\n",
         "import json\n",
         "import requests\n",
+        "import subprocess\n",
         "import cloudpickle as pickle\n",
         "from datetime import timedelta\n",
         "from IPython.display import clear_output\n",
@@ -55,6 +56,17 @@
         "change_webui = settings.get('change_webui', \"\")\n",
         "\n",
         "\n",
+        "# ========================== OTHER ==========================\n",
+        "def is_package_installed(package_name):\n",
+        "    try:\n",
+        "        subprocess.run([\"npm\", \"ls\", \"-g\", package_name], check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n",
+        "        return True\n",
+        "    except subprocess.CalledProcessError:\n",
+        "        return False\n",
+        "\n",
+        "lt_tunnel = is_package_installed('localtunnel')\n",
+        "\n",
+        "\n",
         "# ======================== TUNNEL V2 ========================\n",
         "print('Please Wait...')\n",
         "\n",
@@ -80,7 +92,9 @@
         "tunnel_port = 1834\n",
         "tunnel = tunnel_class(tunnel_port)\n",
         "tunnel.add_tunnel(command=\"cl tunnel --url localhost:{port}\", name=\"cl\", pattern=re.compile(r\"[\\w-]+\\.trycloudflare\\.com\"))\n",
-        "tunnel.add_tunnel(command=\"lt --port {port}\", name=\"lt\", pattern=re.compile(r\"[\\w-]+\\.loca\\.lt\"), note=\"Password : \" + \"\\033[32m\" + public_ipv4 + \"\\033[0m\" + \" rerun cell if 404 error.\")\n",
+        "\n",
+        "if lt_tunnel:\n",
+        "    tunnel.add_tunnel(command=\"lt --port {port}\", name=\"lt\", pattern=re.compile(r\"[\\w-]+\\.loca\\.lt\"), note=\"Password : \" + \"\\033[32m\" + public_ipv4 + \"\\033[0m\" + \" rerun cell if 404 error.\")\n",
         "\n",
         "if zrok_token:\n",
         "    !zrok enable {zrok_token} &> /dev/null\n",
@@ -89,7 +103,7 @@
         "clear_output()\n",
         "\n",
         "\n",
-        "# =============== Automatic Fixing Path V3 ===============\n",
+        "# ================= Automatic Fixing Path V3 ================\n",
         "paths_to_check = {\n",
         "    \"tagger_hf_cache_dir\": f\"{webui_path}/models/interrogators/\",\n",
         "    \"additional_networks_extra_lora_path\": f\"{webui_path}/models/Lora/\",\n",
@@ -120,8 +134,10 @@
         "    if env != \"Google Colab\":\n",
         "        commandline_arguments += f' --encrypt-pass={tunnel_port} --api'\n",
         "\n",
-        "    if change_webui == 'Forge':\n",
-        "        commandline_arguments += ' --cuda-stream --pin-shared-memory'\n",
+        "    if change_webui == 'A1111':\n",
+        "        commandline_arguments += ' --xformers'\n",
+        "    else:\n",
+        "        commandline_arguments += ' --disable-xformers --opt-sdp-attention --cuda-stream --pin-shared-memory'\n",
         "\n",
         "    !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
         "\n",

files_cells/notebooks/ru/widgets_ru.ipynb

@@ -116,6 +116,7 @@
         "'''\n",
         "display(HTML(JS))\n",
         "\n",
+        "\n",
         "# ==================== WIDGETS V2 ====================\n",
         "HR = widgets.HTML('<hr>')\n",
         "\n",
@@ -227,7 +228,7 @@
         "zrok_button = factory.create_html('<a href=\"https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU\" target=\"_blank\">Зарегать Zrok Токен</a>', class_name=\"button_ngrok\")\n",
         "zrok_widget = factory.create_hbox([zrok_token_widget, zrok_button])\n",
         "\n",
-        "commandline_arguments_options = \"--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars --xformers\"\n",
+        "commandline_arguments_options = \"--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars\"\n",
         "commandline_arguments_widget = factory.create_text('Аргументы:', value=commandline_arguments_options)\n",
         "\n",
         "# Display Additional\n",
@@ -245,8 +246,6 @@
         "\n",
         "if free_plan and env == \"Google Colab\": # remove ngrok from colab\n",
         "    additional_widget_list.remove(ngrok_widget)\n",
-        "if os.path.exists(webui_path): # remove selection after selection ;3\n",
-        "    choose_changes_widget.children = [widget for widget in choose_changes_widget.children if widget != change_webui_widget]\n",
         "\n",
         "all_additional_box = factory.create_vbox(additional_widget_list, class_names=[\"container\", \"image_3\"])\n",
         "factory.display(all_additional_box)\n",
@@ -296,6 +295,21 @@
         "factory.display(save_button)\n",
         "\n",
         "\n",
+        "# ==================== OTHER FUNC ====================\n",
+        "# Setup UI\n",
+        "def setup_webui(change_webui_widget):\n",
+        "    if 'SDW_UI' in os.environ:\n",
+        "        UI = os.environ['SDW_UI']\n",
+        "    else:\n",
+        "        os.environ['SDW_UI'] = change_webui_widget\n",
+        "        os.environ['SDW_OLD_UI'] = change_webui_widget\n",
+        "\n",
+        "    UI = os.getenv('SDW_UI')\n",
+        "\n",
+        "    if UI != change_webui_widget:\n",
+        "        os.environ['SDW_UI'] = change_webui_widget\n",
+        "\n",
+        "\n",
         "# ============ Load / Save - Settings V2 ============\n",
         "SETTINGS_FILE = f'{root_path}/settings.json'\n",
         "\n",
@@ -330,6 +344,7 @@
         "\n",
         "def save_data(button):\n",
         "    save_settings()\n",
+        "    setup_webui(change_webui_widget.value)\n",
         "    hide_widgets()\n",
         "\n",
         "load_settings()\n",

files_cells/python/en/downloading_en.py

@@ -24,6 +24,31 @@ root_path = os.getenv('ROOT_PATH')
 webui_path = os.getenv('WEBUI_PATH')
 free_plan = os.getenv('FREE_PLAN')
 
+UI = os.getenv('SDW_UI')
+OLD_UI = os.getenv('SDW_OLD_UI')
+
+
+# ============ loading settings V4 =============
+def load_settings(path):
+    if os.path.exists(path):
+        with open(path, 'r') as file:
+            return json.load(file)
+    return {}
+
+settings = load_settings(f'{root_path}/settings.json')
+
+VARIABLES = [
+    'model', 'model_num', 'inpainting_model',
+    'vae', 'vae_num', 'latest_webui', 'latest_exstensions',
+    'change_webui', 'detailed_download', 'controlnet',
+    'controlnet_num', 'commit_hash', 'huggingface_token',
+    'ngrok_token', 'zrok_token', 'commandline_arguments',
+    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',
+    'Extensions_url', 'custom_file_urls'
+]
+
+locals().update({key: settings.get(key) for key in VARIABLES})
+
 
 # ================ LIBRARIES V2 ================
 flag_file = f"{root_path}/libraries_installed.txt"
@@ -35,8 +60,9 @@ if not os.path.exists(flag_file):
         # "aria2": "apt -y install aria2",
         "aria2": "pip install aria2",
         "localtunnel": "npm install -g localtunnel",
-        "insightface": "pip install insightface"
     }
+    if controlnet != 'none':
+        install_lib["insightface"] = "pip install insightface"
 
     additional_libs = {
         "Google Colab": {
@@ -48,7 +74,6 @@ if not os.path.exists(flag_file):
             # "aiohttp": "pip install trash-cli && trash-put /opt/conda/lib/python3.10/site-packages/aiohttp*" # fix install req
         }
     }
-
     if env in additional_libs:
         install_lib.update(additional_libs[env])
 
@@ -75,68 +100,106 @@ if not os.path.exists(flag_file):
     clear_output()
 
 
-# ================= loading settings V4 =================
-def load_settings(path):
-    if os.path.exists(path):
-        with open(path, 'r') as file:
-            return json.load(file)
-    return {}
-
-settings = load_settings(f'{root_path}/settings.json')
+# =================== OTHER ====================
+# Setup Timer
+if "START_COLAB" in os.environ:
+    start_colab = int(os.environ["START_COLAB"])
+else:
+    start_colab = int(time.time()) - 5
+    os.environ["START_COLAB"] = str(start_colab)
 
-VARIABLES = [
-    'model', 'model_num', 'inpainting_model',
-    'vae', 'vae_num', 'latest_webui', 'latest_exstensions',
-    'change_webui', 'detailed_download', 'controlnet',
-    'controlnet_num', 'commit_hash', 'huggingface_token',
-    'ngrok_token', 'zrok_token', 'commandline_arguments',
-    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',
-    'Extensions_url', 'custom_file_urls'
-]
+# remove directory func
+def _remove_dir(directory_path):
+    if directory_path and os.path.exists(directory_path):
+        try:
+            shutil.rmtree(directory_path)
+        except Exception:
+            get_ipython().system('rm -rf {directory_path}')
+
+# Save files temporarily
+temporarily_dir = f'{root_path}/temp_dir'
+
+def copy_items_with_replace(src_base, dst_base):
+    items_to_copy = [
+        'embeddings',
+        'models/Stable-diffusion',
+        'models/VAE',
+        'models/Lora',
+        'models/ControlNet'
+    ]
+
+    print("⌚ Moving files...", end='')
+    time.sleep(1)
+    for item in items_to_copy:
+        src = os.path.join(src_base, item)
+        dst = os.path.join(dst_base, item)
+
+        if os.path.exists(src):
+            if os.path.exists(dst):
+                _remove_dir(dst)
+            os.makedirs(os.path.dirname(dst), exist_ok=True)
+            shutil.move(src, dst)
+    print("\r🔥 Files moved!" + " "*15)
+
+def handle_colab_timer(webui_path, timer_colab):
+    timer_file_path = os.path.join(webui_path, 'static', 'colabTimer.txt')
+    if not os.path.exists(timer_file_path):
+        with open(timer_file_path, 'w') as timer_file:
+            timer_file.write(str(timer_colab))
+    else:
+        with open(timer_file_path, 'r') as timer_file:
+            timer_colab = float(timer_file.read())
+    return timer_colab
 
-locals().update({key: settings.get(key) for key in VARIABLES})
+def unpack_webui():
+    start_install = time.time()
+    print(f"⌚ Unpacking Stable Diffusion{' (Forge)' if UI == 'Forge' else ''}...", end='')
 
+    with capture.capture_output() as cap:
+        download_url = "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip"
+        if UI == 'Forge':
+            download_url = "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip"
 
-# ================= OTHER =================
-try:
-    start_colab
-except:
-    start_colab = int(time.time())-5
+        aria2_args = "--console-log-level=error -c -x 16 -s 16 -k 1M"
+        zip_path = f"{root_path}/repo.zip"
+        get_ipython().system('aria2c {aria2_args} {download_url} -d {root_path} -o repo.zip')
+        get_ipython().system('unzip -q -o {zip_path} -d {webui_path}')
+        get_ipython().system('rm -rf {zip_path}')
 
+        get_ipython().system(f'echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
+    del cap
 
-# ================= MAIN CODE =================
-if not os.path.exists(webui_path):
-    start_install = int(time.time())
-    print("⌚ Unpacking Stable Diffusion..." if change_webui != 'Forge' else "⌚ Unpacking Stable Diffusion (Forge)...", end='')
-    with capture.capture_output() as cap:
-        aria2_command = "aria2c --console-log-level=error -c -x 16 -s 16 -k 1M"
-        url = "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip" if change_webui != 'Forge' else "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip"
-        get_ipython().system('{aria2_command} {url} -o repo.zip')
+    install_time = time.time() - start_install
+    minutes, seconds = divmod(int(install_time), 60)
+    print(f"\r🚀 Unpacking complete! For {minutes:02}:{seconds:02} ⚡" + " "*15)
 
-        get_ipython().system('unzip -q -o repo.zip -d {webui_path}')
-        get_ipython().system('rm -rf repo.zip')
+    if os.path.exists(temporarily_dir):
+        copy_items_with_replace(temporarily_dir, webui_path)
+        _remove_dir(temporarily_dir)
 
-        get_ipython().run_line_magic('cd', '{root_path}')
-        os.environ["SAFETENSORS_FAST_GPU"]='1'
-        os.environ["CUDA_MODULE_LOADING"]="LAZY"
-        os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3"
-        os.environ["PYTHONWARNINGS"] = "ignore"
+# ================= MAIN CODE ==================
+if os.path.exists(webui_path):
+    if UI != OLD_UI:
+        print(f'Switching the WebUI from \033[33m{OLD_UI}\033[0m to \033[33m{UI}\033[0m:')
+        copy_items_with_replace(webui_path, temporarily_dir)
+        _remove_dir(webui_path)
+        os.environ['SDW_OLD_UI'] = UI
+        time.sleep(2)
+        clear_output()
 
-        get_ipython().system('echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
-    del cap
-    install_time = timedelta(seconds=time.time()-start_install)
-    print("\r🚀 Unpacking is complete! For","%02d:%02d:%02d ⚡\n" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)
+if not os.path.exists(webui_path):
+    unpack_webui()
 else:
     print("🚀 All unpacked... Skip. ⚡")
-    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-    print(f"⌚️ You have been conducting this session for - \033[33m{time_since_start}\033[0m")
+    timer_colab = handle_colab_timer(webui_path, start_colab)
+    elapsed_time = str(timedelta(seconds=time.time() - timer_colab)).split('.')[0]
+    print(f"⌚️ You have been conducting this session for - \033[33m{elapsed_time}\033[0m")
 
 
 ## Changes extensions and WebUi
 if latest_webui or latest_exstensions:
-    action = "Updating WebUI and Extensions" if latest_webui and latest_exstensions else ("WebUI Update" if latest_webui else "Update Extensions")
-    print(f"⌚️ {action}...", end='', flush=True)
+    action = "WebUI and Extensions" if latest_webui and latest_exstensions else ("WebUI" if latest_webui else "Extensions")
+    print(f"⌚️ Updating {action}...", end='')
     with capture.capture_output() as cap:
         get_ipython().system('git config --global user.email "[email protected]"')
         get_ipython().system('git config --global user.name "Your Name"')
@@ -151,7 +214,7 @@ if latest_webui or latest_exstensions:
         if latest_exstensions:
             get_ipython().system('{\'for dir in \' + webui_path + \'/extensions/*/; do cd \\"$dir\\" && git reset --hard && git pull; done\'}')
     del cap
-    print(f"\r✨ {action} Completed!")
+    print(f"\r✨ Updating {action} Completed!")
 
 
 # === FIXING EXTENSIONS ===
@@ -160,10 +223,8 @@ anxety_repos = "https://huggingface.co/NagisaNao/fast_repo/resolve/main"
 with capture.capture_output() as cap:
     # --- Umi-Wildcard ---
     get_ipython().system("sed -i '521s/open=\\(False\\|True\\)/open=False/' {webui_path}/extensions/Umi-AI-Wildcards/scripts/wildcard_recursive.py  # Closed accordion by default")
-
     # --- Encrypt-Image ---
     get_ipython().system("sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js # Removes the weird text in webui")
-
     # --- Additional-Networks ---
     get_ipython().system('wget -O {webui_path}/extensions/additional-networks/scripts/metadata_editor.py {anxety_repos}/extensions/Additional-Networks/fix/metadata_editor.py  # Fixing an error due to old style')
 del cap
@@ -171,7 +232,7 @@ del cap
 
 ## Version switching
 if commit_hash:
-    print('⏳ Time machine activation...', end="", flush=True)
+    print('⏳ Time machine activation...', end="")
     with capture.capture_output() as cap:
         get_ipython().run_line_magic('cd', '{webui_path}')
         get_ipython().system('git config --global user.email "[email protected]"')
@@ -211,7 +272,7 @@ def center_text(text, terminal_width=45):
     padding = (terminal_width - len(text)) // 2
     return f"\033[1m\033[36m{' ' * padding}{text}{' ' * padding}\033[0m\033[32m"
 
-def format_output(url, dst_dir, file_name):
+def format_output(url, dst_dir, file_name, image_name=None, image_url=None):
     info = center_text(f"[{file_name.split('.')[0]}]")
     separation_line = '\033[32m' + '---' * 20
 
@@ -220,89 +281,81 @@ def format_output(url, dst_dir, file_name):
     print(f"\033[33mSAVE DIR: \033[34m{dst_dir}")
     print(f"\033[33mFILE NAME: \033[34m{file_name}\033[0m")
 
+    if 'civitai' in url and image_url:
+        print(f"\033[32m[Preview DL]:\033[0m {image_name} - {image_url}\n")
+
 ''' GET CivitAi API - DATA '''
 
 def CivitAi_API(url, file_name=None):
-    SUPPORT_TYPES = ('Checkpoint', 'Model', 'TextualInversion', 'LORA')
+    SUPPORT_TYPES = ('Checkpoint', 'TextualInversion', 'LORA')
     CIVITAI_TOKEN = "62c0c5956b2f9defbd844d754000180b"
 
     url = url.split('?token=')[0] if '?token=' in url else url
     url = url.replace('?type=', f'?token={CIVITAI_TOKEN}&type=') if '?type=' in url else f"{url}?token={CIVITAI_TOKEN}"
 
     def get_model_data(url):
-        if "civitai.com/models/" in url:
-            if '?modelVersionId=' in url:
-                version_id = url.split('?modelVersionId=')[1]
-                return requests.get(f"https://civitai.com/api/v1/model-versions/{version_id}").json()
+        base_url = "https://civitai.com/api/v1"
+        try:
+            if "civitai.com/models/" in url:
+                if '?modelVersionId=' in url:
+                    version_id = url.split('?modelVersionId=')[1]
+                else:
+                    model_id = url.split('/models/')[1].split('/')[0]
+                    model_data = requests.get(f"{base_url}/models/{model_id}").json()
+                    version_id = model_data['modelVersions'][0].get('id')
             else:
-                model_id = url.split('/models/')[1].split('/')[0]
-                return requests.get(f"https://civitai.com/api/v1/models/{model_id}").json()
-        else:
-            version_id = url.split('/models/')[1].split('/')[0]
-            return requests.get(f"https://civitai.com/api/v1/model-versions/{version_id}").json()
+                version_id = url.split('/models/')[1].split('/')[0]
+
+            return requests.get(f"{base_url}/model-versions/{version_id}").json()
+        except (KeyError, IndexError, requests.RequestException) as e:
+            return None
 
     data = get_model_data(url)
 
     if not data:
-        return None, None, None, None, None, None, None
+        print("\033[31m[Data Info]:\033[0m Failed to retrieve data from the API.\n")
+        return 'None', None, None, None, None, None, None
 
     def extract_model_info(url, data):
-        if "civitai.com/models/" in url:
-            if '?modelVersionId=' in url:
-                model_type = data['model']['type']
-                model_name = data['files'][0]['name']
-            else:
-                model_type = data['type']
-                model_name = data['modelVersions'][0]['files'][0]['name']
-        elif 'type=' in url:
-            model_type = parse_qs(urlparse(url).query).get('type', [''])[0]
-            if 'model' in model_type.lower():
-                model_name = data['files'][0]['name']
-            else:
+        model_type = data['model']['type']
+        model_name = data['files'][0]['name']
+
+        if 'type=' in url:
+            url_model_type = parse_qs(urlparse(url).query).get('type', [''])[0].lower()
+            if 'vae' in url_model_type:
+                model_type = data['files'][1]['type']
                 model_name = data['files'][1]['name']
-        else:
-            model_type = data['model']['type']
-            model_name = data['files'][0]['name']
+
         return model_type, model_name
 
     model_type, model_name = extract_model_info(url, data)
     model_name = file_name or model_name
 
-    def get_download_url(url, data, model_type):
-        if "civitai.com/models/" in url:
-            if '?modelVersionId=' in url:
-                return data.get('downloadUrl')
-            else:
-                return data["modelVersions"][0].get("downloadUrl", "")
-        elif 'type=' in url:
-            if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):
-                return data['files'][0]['downloadUrl']
-            else:
-                return data['files'][1]['downloadUrl']
-        else:
-            return data.get('downloadUrl')
+    def get_download_url(data, model_type):
+        if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):
+            return data['files'][0]['downloadUrl']
 
-    download_url = get_download_url(url, data, model_type)
-    clean_url = re.sub(r'[?&]token=[^&]*', '', download_url)
+        return data['files'][1]['downloadUrl'] if 'type' in url else data['files'][0]['downloadUrl']
+
+    download_url = get_download_url(data, model_type)
 
     def get_image_info(data, model_type, model_name):
-        image_url, image_name = None, None
-        if any(t in model_type for t in SUPPORT_TYPES):
-            try:
-                images = data.get('images') or data['modelVersions'][0].get('images', [])
-                if env == 'Kaggle':
-                    image_url = next((image['url'] for image in images if image['nsfwLevel'] < 4), None)
-                else:
-                    image_url = images[0]['url'] if images else None
-            except KeyError:
-                pass
+        if not any(t in model_type for t in SUPPORT_TYPES):
+            return None, None
+
+        for image in data.get('images', []):
+            if image['nsfwLevel'] >= 4 and env == 'Kaggle':  # Filter NSFW images for Kaggle
+                continue
+            image_url = image['url']
+            image_extension = image_url.split('.')[-1]
+            image_name = f"{model_name.split('.')[0]}.preview.{image_extension}" if image_url else None
+            return image_url, image_name
 
-            image_name = f"{model_name.split('.')[0]}.preview.{image_url.split('.')[-1]}" if image_url else None
-        return image_url, image_name
+        return None, None
 
     image_url, image_name = get_image_info(data, model_type, model_name)
 
-    return f"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}", clean_url, model_type, model_name, image_url, image_name, data
+    return f"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}", download_url, model_type, model_name, image_url, image_name, data
 
 ''' Main Download Code '''
 
@@ -348,13 +401,13 @@ def handle_manual(url):
         dir = PREFIXES[prefix]
         if prefix != "extension":
             try:
-                manual_download(path, dir, file_name=file_name)
+                manual_download(path, dir, file_name=file_name, prefix=prefix)
             except Exception as e:
                 print(f"Error downloading file: {e}")
         else:
             extension_repo.append((path, file_name))
 
-def manual_download(url, dst_dir, file_name):
+def manual_download(url, dst_dir, file_name, prefix=None):
     header_option = f"--header={user_header}"
     aria2c_header = "--header='User-Agent: Mozilla/5.0' --allow-overwrite=true"
     aria2_args = "--optimize-concurrent-downloads --console-log-level=error --summary-interval=10 --stderr=true -c -x16 -s16 -k1M -j5"
@@ -372,17 +425,17 @@ def manual_download(url, dst_dir, file_name):
 
     """ Formatted info output """
     model_name_or_basename = file_name if file_name else basename
-    format_output(clean_url or url, dst_dir, model_name_or_basename)
-
-    # print(url, dst_dir, model_name_or_basename)
-    if 'civitai' in url:
-        if not data:
-            print("\033[31m[Data Info]:\033[0m Failed to retrieve data from the API.\n")
-        if data and image_name:
-            print(f"\033[32m[Preview DL]:\033[0m {image_name} - {image_url}\n")
+    try:
+        format_output(clean_url or url, dst_dir, model_name_or_basename, image_name, image_url)
+    except UnboundLocalError:
+        format_output(clean_url or url, dst_dir, model_name_or_basename, None, None)
 
     # =====================
     def run_aria2c(url, dst_dir, file_name=None, args="", header=""):
+        file_path = os.path.join(dst_dir, file_name) # replaces config files
+        if os.path.exists(file_path) and prefix == 'config':
+            os.remove(file_path)
+
         out = f"-o '{file_name}'" if file_name else ""
         get_ipython().system("aria2c {header} {args} -d {dst_dir} {out} '{url}'")
 
@@ -408,19 +461,44 @@ def manual_download(url, dst_dir, file_name):
 
 ''' SubModels - Added URLs '''
 
+# Separation of merged numbers
+def split_numbers(num_str, max_num):
+    def helper(s):
+        if not s:
+            return []
+        for length in range(2, 0, -1):
+            if len(s) >= length:
+                part = int(s[:length])
+                if part <= max_num:
+                    result = helper(s[length:])
+                    if result is not None:
+                        return [part] + result
+        return None
+    return helper(num_str)
+
 def add_submodels(selection, num_selection, model_dict, dst_dir):
+    selected_models = []
     if selection == "none":
-        return []
+        return selected_models
     if selection == "ALL":
-        all_models = []
         for models in model_dict.values():
-            all_models.extend(models)
-        selected_models = all_models
+            selected_models.extend(models)
     else:
-        selected_models = model_dict[selection]
-        selected_nums = map(int, num_selection.replace(',', '').split())
-        for num in selected_nums:
-            if 1 <= num <= len(model_dict):
+        if selection in model_dict:
+            selected_models.extend(model_dict[selection])
+        nums = num_selection.replace(',', ' ').split()
+        max_num = len(model_dict)
+        selected_nums = []
+
+        for num_part in nums:
+            split_nums = split_numbers(num_part, max_num)
+            if split_nums:
+                selected_nums.extend(split_nums)
+
+        unique_nums = list(set(selected_nums))
+
+        for num in unique_nums:
+            if 1 <= num <= max_num:
                 name = list(model_dict)[num - 1]
                 selected_models.extend(model_dict[name])
 
@@ -511,7 +589,7 @@ get_ipython().system('find {webui_path} \\( -type d \\( -name ".ipynb_checkpoint
 
 ## Install of Custom extensions
 if len(extension_repo) > 0:
-    print("✨ Installing custom extensions...", end='', flush=True)
+    print("✨ Installing custom extensions...", end='')
     with capture.capture_output() as cap:
         for repo, repo_name in extension_repo:
             if not repo_name:

files_cells/python/en/launch_en.py

@@ -5,6 +5,7 @@ import re
 import time
 import json
 import requests
+import subprocess
 import cloudpickle as pickle
 from datetime import timedelta
 from IPython.display import clear_output
@@ -31,6 +32,17 @@ commandline_arguments = settings.get('commandline_arguments', "")
 change_webui = settings.get('change_webui', "")
 
 
+# ========================== OTHER ==========================
+def is_package_installed(package_name):
+    try:
+        subprocess.run(["npm", "ls", "-g", package_name], check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+        return True
+    except subprocess.CalledProcessError:
+        return False
+
+lt_tunnel = is_package_installed('localtunnel')
+
+
 # ======================== TUNNEL V2 ========================
 print('Please Wait...')
 
@@ -56,7 +68,9 @@ tunnel_class = pickle.load(open(f"{root_path}/new_tunnel", "rb"), encoding="utf-
 tunnel_port = 1834
 tunnel = tunnel_class(tunnel_port)
 tunnel.add_tunnel(command="cl tunnel --url localhost:{port}", name="cl", pattern=re.compile(r"[\w-]+\.trycloudflare\.com"))
-tunnel.add_tunnel(command="lt --port {port}", name="lt", pattern=re.compile(r"[\w-]+\.loca\.lt"), note="Password : " + "\033[32m" + public_ipv4 + "\033[0m" + " rerun cell if 404 error.")
+
+if lt_tunnel:
+    tunnel.add_tunnel(command="lt --port {port}", name="lt", pattern=re.compile(r"[\w-]+\.loca\.lt"), note="Password : " + "\033[32m" + public_ipv4 + "\033[0m" + " rerun cell if 404 error.")
 
 if zrok_token:
     get_ipython().system('zrok enable {zrok_token} &> /dev/null')
@@ -65,7 +79,7 @@ if zrok_token:
 clear_output()
 
 
-# =============== Automatic Fixing Path V3 ===============
+# ================= Automatic Fixing Path V3 ================
 paths_to_check = {
     "tagger_hf_cache_dir": f"{webui_path}/models/interrogators/",
     "additional_networks_extra_lora_path": f"{webui_path}/models/Lora/",
@@ -96,8 +110,10 @@ with tunnel:
     if env != "Google Colab":
         commandline_arguments += f' --encrypt-pass={tunnel_port} --api'
 
-    if change_webui == 'Forge':
-        commandline_arguments += ' --cuda-stream --pin-shared-memory'
+    if change_webui == 'A1111':
+        commandline_arguments += ' --xformers'
+    else:
+        commandline_arguments += ' --disable-xformers --opt-sdp-attention --cuda-stream --pin-shared-memory'
 
     get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
 

files_cells/python/en/widgets_en.py

@@ -92,6 +92,7 @@ function toggleContainer() {
 '''
 display(HTML(JS))
 
+
 # ==================== WIDGETS V2 ====================
 HR = widgets.HTML('<hr>')
 
@@ -203,7 +204,7 @@ zrok_token_widget = factory.create_text('Zrok Token:')
 zrok_button = factory.create_html('<a href="https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU" target="_blank">Зарегать Zrok Токен</a>', class_name="button_ngrok")
 zrok_widget = factory.create_hbox([zrok_token_widget, zrok_button])
 
-commandline_arguments_options = "--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars --xformers"
+commandline_arguments_options = "--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars"
 commandline_arguments_widget = factory.create_text('Arguments:', value=commandline_arguments_options)
 
 # Display Additional
@@ -221,8 +222,6 @@ additional_widget_list = [additional_header,
 
 if free_plan and env == "Google Colab": # remove ngrok from colab
     additional_widget_list.remove(ngrok_widget)
-if os.path.exists(webui_path): # remove selection after selection ;3
-    choose_changes_widget.children = [widget for widget in choose_changes_widget.children if widget != change_webui_widget]
 
 all_additional_box = factory.create_vbox(additional_widget_list, class_names=["container", "image_3"])
 factory.display(all_additional_box)
@@ -272,6 +271,21 @@ save_button = factory.create_button('Save', class_name="button_save")
 factory.display(save_button)
 
 
+# ==================== OTHER FUNC ====================
+# Setup UI
+def setup_webui(change_webui_widget):
+    if 'SDW_UI' in os.environ:
+        UI = os.environ['SDW_UI']
+    else:
+        os.environ['SDW_UI'] = change_webui_widget
+        os.environ['SDW_OLD_UI'] = change_webui_widget
+
+    UI = os.getenv('SDW_UI')
+
+    if UI != change_webui_widget:
+        os.environ['SDW_UI'] = change_webui_widget
+
+
 # ============ Load / Save - Settings V2 ============
 SETTINGS_FILE = f'{root_path}/settings.json'
 
@@ -306,6 +320,7 @@ def hide_widgets():
 
 def save_data(button):
     save_settings()
+    setup_webui(change_webui_widget.value)
     hide_widgets()
 
 load_settings()

files_cells/python/ru/downloading_ru.py

@@ -24,6 +24,31 @@ root_path = os.getenv('ROOT_PATH')
 webui_path = os.getenv('WEBUI_PATH')
 free_plan = os.getenv('FREE_PLAN')
 
+UI = os.getenv('SDW_UI')
+OLD_UI = os.getenv('SDW_OLD_UI')
+
+
+# ============ loading settings V4 =============
+def load_settings(path):
+    if os.path.exists(path):
+        with open(path, 'r') as file:
+            return json.load(file)
+    return {}
+
+settings = load_settings(f'{root_path}/settings.json')
+
+VARIABLES = [
+    'model', 'model_num', 'inpainting_model',
+    'vae', 'vae_num', 'latest_webui', 'latest_exstensions',
+    'change_webui', 'detailed_download', 'controlnet',
+    'controlnet_num', 'commit_hash', 'huggingface_token',
+    'ngrok_token', 'zrok_token', 'commandline_arguments',
+    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',
+    'Extensions_url', 'custom_file_urls'
+]
+
+locals().update({key: settings.get(key) for key in VARIABLES})
+
 
 # ================ LIBRARIES V2 ================
 flag_file = f"{root_path}/libraries_installed.txt"
@@ -35,8 +60,9 @@ if not os.path.exists(flag_file):
         # "aria2": "apt -y install aria2",
         "aria2": "pip install aria2",
         "localtunnel": "npm install -g localtunnel",
-        "insightface": "pip install insightface"
     }
+    if controlnet != 'none':
+        install_lib["insightface"] = "pip install insightface"
 
     additional_libs = {
         "Google Colab": {
@@ -48,7 +74,6 @@ if not os.path.exists(flag_file):
             # "aiohttp": "pip install trash-cli && trash-put /opt/conda/lib/python3.10/site-packages/aiohttp*" # fix install req
         }
     }
-
     if env in additional_libs:
         install_lib.update(additional_libs[env])
 
@@ -75,68 +100,106 @@ if not os.path.exists(flag_file):
     clear_output()
 
 
-# ================= loading settings V4 =================
-def load_settings(path):
-    if os.path.exists(path):
-        with open(path, 'r') as file:
-            return json.load(file)
-    return {}
-
-settings = load_settings(f'{root_path}/settings.json')
+# =================== OTHER ====================
+# Setup Timer
+if "START_COLAB" in os.environ:
+    start_colab = int(os.environ["START_COLAB"])
+else:
+    start_colab = int(time.time()) - 5
+    os.environ["START_COLAB"] = str(start_colab)
 
-VARIABLES = [
-    'model', 'model_num', 'inpainting_model',
-    'vae', 'vae_num', 'latest_webui', 'latest_exstensions',
-    'change_webui', 'detailed_download', 'controlnet',
-    'controlnet_num', 'commit_hash', 'huggingface_token',
-    'ngrok_token', 'zrok_token', 'commandline_arguments',
-    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',
-    'Extensions_url', 'custom_file_urls'
-]
+# remove directory func
+def _remove_dir(directory_path):
+    if directory_path and os.path.exists(directory_path):
+        try:
+            shutil.rmtree(directory_path)
+        except Exception:
+            get_ipython().system('rm -rf {directory_path}')
+
+# Save files temporarily
+temporarily_dir = f'{root_path}/temp_dir'
+
+def copy_items_with_replace(src_base, dst_base):
+    items_to_copy = [
+        'embeddings',
+        'models/Stable-diffusion',
+        'models/VAE',
+        'models/Lora',
+        'models/ControlNet'
+    ]
+
+    print("⌚ Перемещение файлов...", end='')
+    time.sleep(1)
+    for item in items_to_copy:
+        src = os.path.join(src_base, item)
+        dst = os.path.join(dst_base, item)
+
+        if os.path.exists(src):
+            if os.path.exists(dst):
+                _remove_dir(dst)
+            os.makedirs(os.path.dirname(dst), exist_ok=True)
+            shutil.move(src, dst)
+    print("\r🔥 Файлы перемещены!" + " "*15)
+
+def handle_colab_timer(webui_path, timer_colab):
+    timer_file_path = os.path.join(webui_path, 'static', 'colabTimer.txt')
+    if not os.path.exists(timer_file_path):
+        with open(timer_file_path, 'w') as timer_file:
+            timer_file.write(str(timer_colab))
+    else:
+        with open(timer_file_path, 'r') as timer_file:
+            timer_colab = float(timer_file.read())
+    return timer_colab
 
-locals().update({key: settings.get(key) for key in VARIABLES})
+def unpack_webui():
+    start_install = time.time()
+    print(f"⌚ Распаковка Stable Diffusion{' (Forge)' if UI == 'Forge' else ''}...", end='')
 
+    with capture.capture_output() as cap:
+        download_url = "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip"
+        if UI == 'Forge':
+            download_url = "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip"
 
-# ================= OTHER =================
-try:
-    start_colab
-except:
-    start_colab = int(time.time())-5
+        aria2_args = "--console-log-level=error -c -x 16 -s 16 -k 1M"
+        zip_path = f"{root_path}/repo.zip"
+        get_ipython().system('aria2c {aria2_args} {download_url} -d {root_path} -o repo.zip')
+        get_ipython().system('unzip -q -o {zip_path} -d {webui_path}')
+        get_ipython().system('rm -rf {zip_path}')
 
+        get_ipython().system(f'echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
+    del cap
 
-# ================= MAIN CODE =================
-if not os.path.exists(webui_path):
-    start_install = int(time.time())
-    print("⌚ Распаковка Stable Diffusion..." if change_webui != 'Forge' else "⌚ Распаковка Stable Diffusion (Forge)...", end='')
-    with capture.capture_output() as cap:
-        aria2_command = "aria2c --console-log-level=error -c -x 16 -s 16 -k 1M"
-        url = "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip" if change_webui != 'Forge' else "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip"
-        get_ipython().system('{aria2_command} {url} -o repo.zip')
+    install_time = time.time() - start_install
+    minutes, seconds = divmod(int(install_time), 60)
+    print(f"\r🚀 Распаковка Завершена! За {minutes:02}:{seconds:02} ⚡" + " "*15)
 
-        get_ipython().system('unzip -q -o repo.zip -d {webui_path}')
-        get_ipython().system('rm -rf repo.zip')
+    if os.path.exists(temporarily_dir):
+        copy_items_with_replace(temporarily_dir, webui_path)
+        _remove_dir(temporarily_dir)
 
-        get_ipython().run_line_magic('cd', '{root_path}')
-        os.environ["SAFETENSORS_FAST_GPU"]='1'
-        os.environ["CUDA_MODULE_LOADING"]="LAZY"
-        os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3"
-        os.environ["PYTHONWARNINGS"] = "ignore"
+# ================= MAIN CODE ==================
+if os.path.exists(webui_path):
+    if UI != OLD_UI:
+        print(f'Переключение веб-интерфейса с \033[33m{OLD_UI}\033[0m на \033[33m{UI}\033[0m:')
+        copy_items_with_replace(webui_path, temporarily_dir)
+        _remove_dir(webui_path)
+        os.environ['SDW_OLD_UI'] = UI
+        time.sleep(2)
+        clear_output()
 
-        get_ipython().system('echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
-    del cap
-    install_time = timedelta(seconds=time.time()-start_install)
-    print("\r🚀 Распаковка Завершена! За","%02d:%02d:%02d ⚡\n" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)
+if not os.path.exists(webui_path):
+    unpack_webui()
 else:
     print("🚀 Все распакованно... Пропуск. ⚡")
-    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-    print(f"⌚️ Вы проводите эту сессию в течение - \033[33m{time_since_start}\033[0m")
+    timer_colab = handle_colab_timer(webui_path, start_colab)
+    elapsed_time = str(timedelta(seconds=time.time() - timer_colab)).split('.')[0]
+    print(f"⌚️ Вы проводите эту сессию в течение - \033[33m{elapsed_time}\033[0m")
 
 
 ## Changes extensions and WebUi
 if latest_webui or latest_exstensions:
-    action = "Обновление WebUI и Расширений" if latest_webui and latest_exstensions else ("Обновление WebUI" if latest_webui else "Обновление Расширений")
-    print(f"⌚️ {action}...", end='', flush=True)
+    action = "WebUI и Расширений" if latest_webui and latest_exstensions else ("WebUI" if latest_webui else "Расширений")
+    print(f"⌚️ Обновление {action}...", end='')
     with capture.capture_output() as cap:
         get_ipython().system('git config --global user.email "[email protected]"')
         get_ipython().system('git config --global user.name "Your Name"')
@@ -151,7 +214,7 @@ if latest_webui or latest_exstensions:
         if latest_exstensions:
             get_ipython().system('{\'for dir in \' + webui_path + \'/extensions/*/; do cd \\"$dir\\" && git reset --hard && git pull; done\'}')
     del cap
-    print(f"\r✨ {action} Завершено!")
+    print(f"\r✨ Обновление {action} Завершено!")
 
 
 # === FIXING EXTENSIONS ===
@@ -160,10 +223,8 @@ anxety_repos = "https://huggingface.co/NagisaNao/fast_repo/resolve/main"
 with capture.capture_output() as cap:
     # --- Umi-Wildcard ---
     get_ipython().system("sed -i '521s/open=\\(False\\|True\\)/open=False/' {webui_path}/extensions/Umi-AI-Wildcards/scripts/wildcard_recursive.py  # Closed accordion by default")
-
     # --- Encrypt-Image ---
     get_ipython().system("sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js # Removes the weird text in webui")
-
     # --- Additional-Networks ---
     get_ipython().system('wget -O {webui_path}/extensions/additional-networks/scripts/metadata_editor.py {anxety_repos}/extensions/Additional-Networks/fix/metadata_editor.py  # Fixing an error due to old style')
 del cap
@@ -171,7 +232,7 @@ del cap
 
 ## Version switching
 if commit_hash:
-    print('⏳ Активация машины времени...', end="", flush=True)
+    print('⏳ Активация машины времени...', end="")
     with capture.capture_output() as cap:
         get_ipython().run_line_magic('cd', '{webui_path}')
         get_ipython().system('git config --global user.email "[email protected]"')
@@ -211,7 +272,7 @@ def center_text(text, terminal_width=45):
     padding = (terminal_width - len(text)) // 2
     return f"\033[1m\033[36m{' ' * padding}{text}{' ' * padding}\033[0m\033[32m"
 
-def format_output(url, dst_dir, file_name):
+def format_output(url, dst_dir, file_name, image_name=None, image_url=None):
     info = center_text(f"[{file_name.split('.')[0]}]")
     separation_line = '\033[32m' + '---' * 20
 
@@ -220,89 +281,81 @@ def format_output(url, dst_dir, file_name):
     print(f"\033[33mSAVE DIR: \033[34m{dst_dir}")
     print(f"\033[33mFILE NAME: \033[34m{file_name}\033[0m")
 
+    if 'civitai' in url and image_url:
+        print(f"\033[32m[Preview DL]:\033[0m {image_name} - {image_url}\n")
+
 ''' GET CivitAi API - DATA '''
 
 def CivitAi_API(url, file_name=None):
-    SUPPORT_TYPES = ('Checkpoint', 'Model', 'TextualInversion', 'LORA')
+    SUPPORT_TYPES = ('Checkpoint', 'TextualInversion', 'LORA')
     CIVITAI_TOKEN = "62c0c5956b2f9defbd844d754000180b"
 
     url = url.split('?token=')[0] if '?token=' in url else url
     url = url.replace('?type=', f'?token={CIVITAI_TOKEN}&type=') if '?type=' in url else f"{url}?token={CIVITAI_TOKEN}"
 
     def get_model_data(url):
-        if "civitai.com/models/" in url:
-            if '?modelVersionId=' in url:
-                version_id = url.split('?modelVersionId=')[1]
-                return requests.get(f"https://civitai.com/api/v1/model-versions/{version_id}").json()
+        base_url = "https://civitai.com/api/v1"
+        try:
+            if "civitai.com/models/" in url:
+                if '?modelVersionId=' in url:
+                    version_id = url.split('?modelVersionId=')[1]
+                else:
+                    model_id = url.split('/models/')[1].split('/')[0]
+                    model_data = requests.get(f"{base_url}/models/{model_id}").json()
+                    version_id = model_data['modelVersions'][0].get('id')
             else:
-                model_id = url.split('/models/')[1].split('/')[0]
-                return requests.get(f"https://civitai.com/api/v1/models/{model_id}").json()
-        else:
-            version_id = url.split('/models/')[1].split('/')[0]
-            return requests.get(f"https://civitai.com/api/v1/model-versions/{version_id}").json()
+                version_id = url.split('/models/')[1].split('/')[0]
+
+            return requests.get(f"{base_url}/model-versions/{version_id}").json()
+        except (KeyError, IndexError, requests.RequestException) as e:
+            return None
 
     data = get_model_data(url)
 
     if not data:
-        return None, None, None, None, None, None, None
+        print("\033[31m[Data Info]:\033[0m Failed to retrieve data from the API.\n")
+        return 'None', None, None, None, None, None, None
 
     def extract_model_info(url, data):
-        if "civitai.com/models/" in url:
-            if '?modelVersionId=' in url:
-                model_type = data['model']['type']
-                model_name = data['files'][0]['name']
-            else:
-                model_type = data['type']
-                model_name = data['modelVersions'][0]['files'][0]['name']
-        elif 'type=' in url:
-            model_type = parse_qs(urlparse(url).query).get('type', [''])[0]
-            if 'model' in model_type.lower():
-                model_name = data['files'][0]['name']
-            else:
+        model_type = data['model']['type']
+        model_name = data['files'][0]['name']
+
+        if 'type=' in url:
+            url_model_type = parse_qs(urlparse(url).query).get('type', [''])[0].lower()
+            if 'vae' in url_model_type:
+                model_type = data['files'][1]['type']
                 model_name = data['files'][1]['name']
-        else:
-            model_type = data['model']['type']
-            model_name = data['files'][0]['name']
+
         return model_type, model_name
 
     model_type, model_name = extract_model_info(url, data)
     model_name = file_name or model_name
 
-    def get_download_url(url, data, model_type):
-        if "civitai.com/models/" in url:
-            if '?modelVersionId=' in url:
-                return data.get('downloadUrl')
-            else:
-                return data["modelVersions"][0].get("downloadUrl", "")
-        elif 'type=' in url:
-            if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):
-                return data['files'][0]['downloadUrl']
-            else:
-                return data['files'][1]['downloadUrl']
-        else:
-            return data.get('downloadUrl')
+    def get_download_url(data, model_type):
+        if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):
+            return data['files'][0]['downloadUrl']
 
-    download_url = get_download_url(url, data, model_type)
-    clean_url = re.sub(r'[?&]token=[^&]*', '', download_url)
+        return data['files'][1]['downloadUrl'] if 'type' in url else data['files'][0]['downloadUrl']
+
+    download_url = get_download_url(data, model_type)
 
     def get_image_info(data, model_type, model_name):
-        image_url, image_name = None, None
-        if any(t in model_type for t in SUPPORT_TYPES):
-            try:
-                images = data.get('images') or data['modelVersions'][0].get('images', [])
-                if env == 'Kaggle':
-                    image_url = next((image['url'] for image in images if image['nsfwLevel'] < 4), None)
-                else:
-                    image_url = images[0]['url'] if images else None
-            except KeyError:
-                pass
+        if not any(t in model_type for t in SUPPORT_TYPES):
+            return None, None
+
+        for image in data.get('images', []):
+            if image['nsfwLevel'] >= 4 and env == 'Kaggle':  # Filter NSFW images for Kaggle
+                continue
+            image_url = image['url']
+            image_extension = image_url.split('.')[-1]
+            image_name = f"{model_name.split('.')[0]}.preview.{image_extension}" if image_url else None
+            return image_url, image_name
 
-            image_name = f"{model_name.split('.')[0]}.preview.{image_url.split('.')[-1]}" if image_url else None
-        return image_url, image_name
+        return None, None
 
     image_url, image_name = get_image_info(data, model_type, model_name)
 
-    return f"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}", clean_url, model_type, model_name, image_url, image_name, data
+    return f"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}", download_url, model_type, model_name, image_url, image_name, data
 
 ''' Main Download Code '''
 
@@ -348,13 +401,13 @@ def handle_manual(url):
         dir = PREFIXES[prefix]
         if prefix != "extension":
             try:
-                manual_download(path, dir, file_name=file_name)
+                manual_download(path, dir, file_name=file_name, prefix=prefix)
             except Exception as e:
                 print(f"Error downloading file: {e}")
         else:
             extension_repo.append((path, file_name))
 
-def manual_download(url, dst_dir, file_name):
+def manual_download(url, dst_dir, file_name, prefix=None):
     header_option = f"--header={user_header}"
     aria2c_header = "--header='User-Agent: Mozilla/5.0' --allow-overwrite=true"
     aria2_args = "--optimize-concurrent-downloads --console-log-level=error --summary-interval=10 --stderr=true -c -x16 -s16 -k1M -j5"
@@ -372,17 +425,17 @@ def manual_download(url, dst_dir, file_name):
 
     """ Formatted info output """
     model_name_or_basename = file_name if file_name else basename
-    format_output(clean_url or url, dst_dir, model_name_or_basename)
-
-    # print(url, dst_dir, model_name_or_basename)
-    if 'civitai' in url:
-        if not data:
-            print("\033[31m[Data Info]:\033[0m Failed to retrieve data from the API.\n")
-        if data and image_name:
-            print(f"\033[32m[Preview DL]:\033[0m {image_name} - {image_url}\n")
+    try:
+        format_output(clean_url or url, dst_dir, model_name_or_basename, image_name, image_url)
+    except UnboundLocalError:
+        format_output(clean_url or url, dst_dir, model_name_or_basename, None, None)
 
     # =====================
     def run_aria2c(url, dst_dir, file_name=None, args="", header=""):
+        file_path = os.path.join(dst_dir, file_name) # replaces config files
+        if os.path.exists(file_path) and prefix == 'config':
+            os.remove(file_path)
+
         out = f"-o '{file_name}'" if file_name else ""
         get_ipython().system("aria2c {header} {args} -d {dst_dir} {out} '{url}'")
 
@@ -408,19 +461,44 @@ def manual_download(url, dst_dir, file_name):
 
 ''' SubModels - Added URLs '''
 
+# Separation of merged numbers
+def split_numbers(num_str, max_num):
+    def helper(s):
+        if not s:
+            return []
+        for length in range(2, 0, -1):
+            if len(s) >= length:
+                part = int(s[:length])
+                if part <= max_num:
+                    result = helper(s[length:])
+                    if result is not None:
+                        return [part] + result
+        return None
+    return helper(num_str)
+
 def add_submodels(selection, num_selection, model_dict, dst_dir):
+    selected_models = []
     if selection == "none":
-        return []
+        return selected_models
     if selection == "ALL":
-        all_models = []
         for models in model_dict.values():
-            all_models.extend(models)
-        selected_models = all_models
+            selected_models.extend(models)
     else:
-        selected_models = model_dict[selection]
-        selected_nums = map(int, num_selection.replace(',', '').split())
-        for num in selected_nums:
-            if 1 <= num <= len(model_dict):
+        if selection in model_dict:
+            selected_models.extend(model_dict[selection])
+        nums = num_selection.replace(',', ' ').split()
+        max_num = len(model_dict)
+        selected_nums = []
+
+        for num_part in nums:
+            split_nums = split_numbers(num_part, max_num)
+            if split_nums:
+                selected_nums.extend(split_nums)
+
+        unique_nums = list(set(selected_nums))
+
+        for num in unique_nums:
+            if 1 <= num <= max_num:
                 name = list(model_dict)[num - 1]
                 selected_models.extend(model_dict[name])
 
@@ -511,7 +589,7 @@ get_ipython().system('find {webui_path} \\( -type d \\( -name ".ipynb_checkpoint
 
 ## Install of Custom extensions
 if len(extension_repo) > 0:
-    print("✨ Установка кастомных расширений...", end='', flush=True)
+    print("✨ Установка кастомных расширений...", end='')
     with capture.capture_output() as cap:
         for repo, repo_name in extension_repo:
             if not repo_name:

files_cells/python/ru/launch_ru.py

@@ -5,6 +5,7 @@ import re
 import time
 import json
 import requests
+import subprocess
 import cloudpickle as pickle
 from datetime import timedelta
 from IPython.display import clear_output
@@ -31,6 +32,17 @@ commandline_arguments = settings.get('commandline_arguments', "")
 change_webui = settings.get('change_webui', "")
 
 
+# ========================== OTHER ==========================
+def is_package_installed(package_name):
+    try:
+        subprocess.run(["npm", "ls", "-g", package_name], check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+        return True
+    except subprocess.CalledProcessError:
+        return False
+
+lt_tunnel = is_package_installed('localtunnel')
+
+
 # ======================== TUNNEL V2 ========================
 print('Please Wait...')
 
@@ -56,7 +68,9 @@ tunnel_class = pickle.load(open(f"{root_path}/new_tunnel", "rb"), encoding="utf-
 tunnel_port = 1834
 tunnel = tunnel_class(tunnel_port)
 tunnel.add_tunnel(command="cl tunnel --url localhost:{port}", name="cl", pattern=re.compile(r"[\w-]+\.trycloudflare\.com"))
-tunnel.add_tunnel(command="lt --port {port}", name="lt", pattern=re.compile(r"[\w-]+\.loca\.lt"), note="Password : " + "\033[32m" + public_ipv4 + "\033[0m" + " rerun cell if 404 error.")
+
+if lt_tunnel:
+    tunnel.add_tunnel(command="lt --port {port}", name="lt", pattern=re.compile(r"[\w-]+\.loca\.lt"), note="Password : " + "\033[32m" + public_ipv4 + "\033[0m" + " rerun cell if 404 error.")
 
 if zrok_token:
     get_ipython().system('zrok enable {zrok_token} &> /dev/null')
@@ -65,7 +79,7 @@ if zrok_token:
 clear_output()
 
 
-# =============== Automatic Fixing Path V3 ===============
+# ================= Automatic Fixing Path V3 ================
 paths_to_check = {
     "tagger_hf_cache_dir": f"{webui_path}/models/interrogators/",
     "additional_networks_extra_lora_path": f"{webui_path}/models/Lora/",
@@ -96,8 +110,10 @@ with tunnel:
     if env != "Google Colab":
         commandline_arguments += f' --encrypt-pass={tunnel_port} --api'
 
-    if change_webui == 'Forge':
-        commandline_arguments += ' --cuda-stream --pin-shared-memory'
+    if change_webui == 'A1111':
+        commandline_arguments += ' --xformers'
+    else:
+        commandline_arguments += ' --disable-xformers --opt-sdp-attention --cuda-stream --pin-shared-memory'
 
     get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
 

files_cells/python/ru/widgets_ru.py

@@ -92,6 +92,7 @@ function toggleContainer() {
 '''
 display(HTML(JS))
 
+
 # ==================== WIDGETS V2 ====================
 HR = widgets.HTML('<hr>')
 
@@ -203,7 +204,7 @@ zrok_token_widget = factory.create_text('Токен Zrok:')
 zrok_button = factory.create_html('<a href="https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU" target="_blank">Зарегать Zrok Токен</a>', class_name="button_ngrok")
 zrok_widget = factory.create_hbox([zrok_token_widget, zrok_button])
 
-commandline_arguments_options = "--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars --xformers"
+commandline_arguments_options = "--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars"
 commandline_arguments_widget = factory.create_text('Аргументы:', value=commandline_arguments_options)
 
 # Display Additional
@@ -221,8 +222,6 @@ additional_widget_list = [additional_header,
 
 if free_plan and env == "Google Colab": # remove ngrok from colab
     additional_widget_list.remove(ngrok_widget)
-if os.path.exists(webui_path): # remove selection after selection ;3
-    choose_changes_widget.children = [widget for widget in choose_changes_widget.children if widget != change_webui_widget]
 
 all_additional_box = factory.create_vbox(additional_widget_list, class_names=["container", "image_3"])
 factory.display(all_additional_box)
@@ -272,6 +271,21 @@ save_button = factory.create_button('Сохранить', class_name="button_sav
 factory.display(save_button)
 
 
+# ==================== OTHER FUNC ====================
+# Setup UI
+def setup_webui(change_webui_widget):
+    if 'SDW_UI' in os.environ:
+        UI = os.environ['SDW_UI']
+    else:
+        os.environ['SDW_UI'] = change_webui_widget
+        os.environ['SDW_OLD_UI'] = change_webui_widget
+
+    UI = os.getenv('SDW_UI')
+
+    if UI != change_webui_widget:
+        os.environ['SDW_UI'] = change_webui_widget
+
+
 # ============ Load / Save - Settings V2 ============
 SETTINGS_FILE = f'{root_path}/settings.json'
 
@@ -306,6 +320,7 @@ def hide_widgets():
 
 def save_data(button):
     save_settings()
+    setup_webui(change_webui_widget.value)
     hide_widgets()
 
 load_settings()

modules/directory_setup.py

@@ -2,7 +2,7 @@ import os
 
 webui_path = os.getenv('WEBUI_PATH')
 
-output_dir = f"{webui_path}/output"
+output_dir = f"{webui_path}/outputs"
 models_dir = f"{webui_path}/models/Stable-diffusion"
 vaes_dir = f"{webui_path}/models/VAE"
 embeddings_dir = f"{webui_path}/embeddings"

modules/models_data.py

@@ -8,12 +8,12 @@ model_list = {
         {"url": "https://civitai.com/api/download/models/363850", "name": "BluMix_V7-inpainting.safetensors"}
     ],
     "3.Cetus-Mix [Anime] [V4] + INP": [
-        {"url": "https://civitai.com/api/download/models/130298", "name": "CetusMix_V4.safetensors"},
-        {"url": "https://civitai.com/api/download/models/139882", "name": "CetusMix_V4-inpainting.safetensors"}
+        {"url": "https://huggingface.co/fp16-guy/Cetus-Mix_v4_fp16_cleaned/resolve/main/cetusMix_v4_fp16.safetensors", "name": "CetusMix_V4.safetensors"},
+        {"url": "https://huggingface.co/fp16-guy/Cetus-Mix_v4_fp16_cleaned/resolve/main/cetusMix_v4_inp_fp16.safetensors", "name": "CetusMix_V4-inpainting.safetensors"}
     ],
     "4.Counterfeit [Anime] [V3] + INP": [
-        {"url": "https://huggingface.co/gsdf/Counterfeit-V3.0/resolve/main/Counterfeit-V3.0_fix_fp16.safetensors", "name": "Counterfeit_V3.safetensors"},
-        {"url": "https://civitai.com/api/download/models/137911", "name": "Counterfeit_V3-inpainting.safetensors"}
+        {"url": "https://huggingface.co/fp16-guy/Counterfeit-V3.0_fp16_cleaned/resolve/main/CounterfeitV30_v30_fp16.safetensors", "name": "Counterfeit_V3.safetensors"},
+        {"url": "https://huggingface.co/fp16-guy/Counterfeit-V3.0_fp16_cleaned/resolve/main/CounterfeitV30_v30_inp_fp16.safetensors", "name": "Counterfeit_V3-inpainting.safetensors"}
     ],
     "5.CuteColor [Anime] [V3]": [
         {"url": "https://civitai.com/api/download/models/138754", "name": "CuteColor_V3.safetensors"}
@@ -31,16 +31,21 @@ model_list = {
         {"url": "https://civitai.com/api/download/models/120702", "name": "MeinaMix_V11-inpainting.safetensors"}
     ],
     "9.Mix-Pro [Anime] [V4] + INP": [
-        {"url": "https://civitai.com/api/download/models/125668", "name": "MixPro_V4.safetensors"},
-        {"url": "https://civitai.com/api/download/models/139878", "name": "MixPro_V4-inpainting.safetensors"}
+        {"url": "https://huggingface.co/fp16-guy/MIX-Pro-V4_fp16_cleaned/resolve/main/mixProV4_v4_fp16.safetensors", "name": "MixPro_V4.safetensors"},
+        {"url": "https://huggingface.co/fp16-guy/MIX-Pro-V4_fp16_cleaned/resolve/main/mixProV4_v4_inp_fp16.safetensors", "name": "MixPro_V4-inpainting.safetensors"},
+        {"url": "https://huggingface.co/fp16-guy/MIX-Pro-V4.5_fp16_cleaned/resolve/main/mixProV45Colorbox_v45_fp16.safetensors", "name": "MixPro_V4_5.safetensors"},
+        {"url": "https://huggingface.co/fp16-guy/MIX-Pro-V4.5_fp16_cleaned/resolve/main/mixProV45Colorbox_v45_inp_fp16.safetensors", "name": "MixPro_V4_5-inpainting.safetensors"}
     ]
 }
 
 vae_list = {
-    "1.Anime.vae": [{"url": "https://civitai.com/api/download/models/311162", "name": "Anime.vae.safetensors"}],
-    "2.Anything.vae": [{"url": "https://huggingface.co/NoCrypt/resources/resolve/main/VAE/any.vae.safetensors", "name": "Anything.vae.safetensors"}],
-    "3.Blessed2.vae": [{"url": "https://huggingface.co/NoCrypt/resources/resolve/main/VAE/blessed2.vae.safetensors", "name": "Blessed2.vae.safetensors"}],
-    "4.ClearVae.vae": [{"url": "https://civitai.com/api/download/models/88156", "name": "ClearVae_23.vae.safetensors"}],
+    "1.Anime.vae": [
+      {"url": "https://huggingface.co/fp16-guy/anything_kl-f8-anime2_vae-ft-mse-840000-ema-pruned_blessed_clearvae_fp16_cleaned/resolve/main/kl-f8-anime2_fp16.safetensors", "name": "Anime-kl-f8.vae.safetensors"},
+      {"url": "https://huggingface.co/fp16-guy/anything_kl-f8-anime2_vae-ft-mse-840000-ema-pruned_blessed_clearvae_fp16_cleaned/resolve/main/vae-ft-mse-840000-ema-pruned_fp16.safetensors", "name": "Anime-mse.vae.safetensors"}
+    ],
+    "2.Anything.vae": [{"url": "https://huggingface.co/fp16-guy/anything_kl-f8-anime2_vae-ft-mse-840000-ema-pruned_blessed_clearvae_fp16_cleaned/resolve/main/anything_fp16.safetensors", "name": "Anything.vae.safetensors"}],
+    "3.Blessed2.vae": [{"url": "https://huggingface.co/fp16-guy/anything_kl-f8-anime2_vae-ft-mse-840000-ema-pruned_blessed_clearvae_fp16_cleaned/resolve/main/blessed2_fp16.safetensors", "name": "Blessed2.vae.safetensors"}],
+    "4.ClearVae.vae": [{"url": "https://huggingface.co/fp16-guy/anything_kl-f8-anime2_vae-ft-mse-840000-ema-pruned_blessed_clearvae_fp16_cleaned/resolve/main/ClearVAE_V2.3_fp16.safetensors", "name": "ClearVae_23.vae.safetensors"}],
     "5.WD.vae": [{"url": "https://huggingface.co/NoCrypt/resources/resolve/main/VAE/wd.vae.safetensors", "name": "WD.vae.safetensors"}]
 }