diff --git a/routes/lora_routes.py b/routes/lora_routes.py
index 350e785a..9eef5716 100644
--- a/routes/lora_routes.py
+++ b/routes/lora_routes.py
@@ -48,28 +48,12 @@ class LoraRoutes:
     async def handle_loras_page(self, request: web.Request) -> web.Response:
         """Handle GET /loras request"""
         try:
-            # Get cached data
+            # Get cached data for folders only
             cache = await self.scanner.get_cached_data()
             
-            # Get initial data (first page only)
-            initial_data = await self.scanner.get_paginated_data(
-                page=1,
-                page_size=20,
-                sort_by='name'
-            )
-            
-            formatted_loras = [
-                self.format_lora_data(l) 
-                for l in initial_data['items']
-            ]
-            
-            # Render template
+            # Render template with folders only
             template = self.template_env.get_template('loras.html')
-            rendered = template.render(
-                loras=formatted_loras,
-                folders=cache.folders,
-                total_items=initial_data['total']
-            )
+            rendered = template.render(folders=cache.folders)
             
             return web.Response(
                 text=rendered,
diff --git a/services/lora_scanner.py b/services/lora_scanner.py
index b055cc64..c5f5ac7e 100644
--- a/services/lora_scanner.py
+++ b/services/lora_scanner.py
@@ -13,11 +13,30 @@ logger = logging.getLogger(__name__)
 
 class LoraScanner:
     """Service for scanning and managing LoRA files"""
-
+    
+    _instance = None
+    _lock = asyncio.Lock()
+    
+    def __new__(cls):
+        if cls._instance is None:
+            cls._instance = super().__new__(cls)
+        return cls._instance
+    
     def __init__(self):
-        self._cache: Optional[LoraCache] = None
-        self._initialization_lock = asyncio.Lock()
-        self._initialization_task: Optional[asyncio.Task] = None
+        # 确保初始化只执行一次
+        if not hasattr(self, '_initialized'):
+            self._cache: Optional[LoraCache] = None
+            self._initialization_lock = asyncio.Lock()
+            self._initialization_task: Optional[asyncio.Task] = None
+            self._initialized = True
+
+    @classmethod
+    async def get_instance(cls):
+        """Get singleton instance with async support"""
+        async with cls._lock:
+            if cls._instance is None:
+                cls._instance = cls()
+            return cls._instance
 
     async def get_cached_data(self, force_refresh: bool = False) -> LoraCache:
         """Get cached LoRA data, refresh if needed"""
diff --git a/static/js/script.js b/static/js/script.js
index 069152f1..ec6b6b51 100644
--- a/static/js/script.js
+++ b/static/js/script.js
@@ -8,28 +8,7 @@ function debounce(func, wait) {
 }
 
 // Sorting functionality
-function sortCards(sortBy) {
-    const grid = document.getElementById('loraGrid');
-    if (!grid) return;
-
-    const fragment = document.createDocumentFragment();
-    const cards = Array.from(grid.children);
-    
-    requestAnimationFrame(() => {
-        cards.sort((a, b) => sortBy === 'date' 
-            ? parseFloat(b.dataset.modified) - parseFloat(a.dataset.modified)
-            : a.dataset.name.localeCompare(b.dataset.name)
-        ).forEach(card => fragment.appendChild(card));
-        
-        grid.appendChild(fragment);
-    });
-}
-
-// 立即执行初始排序
-const sortSelect = document.getElementById('sortSelect');
-if (sortSelect) {
-    sortCards(sortSelect.value);
-}
+// function sortCards(sortBy) { ... }
 
 // Loading management
 class LoadingManager {
@@ -264,14 +243,12 @@ function initializeEventListeners() {
         sortSelect.value = state.sortBy;
         sortSelect.addEventListener('change', async (e) => {
             state.sortBy = e.target.value;
-            await resetAndReload();
+            await resetAndReload();  // 直接重新从后端加载已排序的数据
         });
     }
 
     // Folder filter handler
     document.querySelectorAll('.folder-tags .tag').forEach(tag => {
-        // 移除原有的 onclick 属性处理方式，改用事件监听器
-        tag.removeAttribute('onclick');
         tag.addEventListener('click', toggleFolder);
     });
 }
@@ -562,7 +539,8 @@ document.addEventListener('DOMContentLoaded', () => {
     });
 
     document.getElementById('sortSelect')?.addEventListener('change', e => {
-        sortCards(e.target.value);
+        // 移除这个函数
+        // sortCards(e.target.value);
     });
 
     lazyLoadImages();