diff --git a/src/api/model_manage.py b/src/api/model_manage.py
index 55830b3..f1ad21a 100644
--- a/src/api/model_manage.py
+++ b/src/api/model_manage.py
@@ -155,3 +155,37 @@ def delete_model_manage(id):
     """删除模型"""
     generic_delete('model_manage', id)
     return jsonify({'code': 0, 'message': '删除成功'})
+
+
+# ============ 本地模型列表接口 ============
+
+@model_manage_bp.route('/local-models', methods=['GET'])
+def get_local_models():
+    """获取本地模型列表（从YG_FT_Base/local_models目录）"""
+    import logging
+    logger = logging.getLogger(__name__)
+
+    try:
+        # 使用 YG_FT_Base/local_models 目录
+        base_path = os.path.join(PROJECT_ROOT, 'local_models')
+
+        models = []
+        if os.path.exists(base_path):
+            for item in os.listdir(base_path):
+                item_path = os.path.join(base_path, item)
+                if os.path.isdir(item_path):
+                    models.append({
+                        'name': item,
+                        'path': item_path
+                    })
+
+        return jsonify({
+            'code': 0,
+            'data': {
+                'models': models,
+                'base_path': base_path
+            }
+        })
+    except Exception as e:
+        logger.error(f"获取本地模型列表失败: {e}")
+        return jsonify({'code': 1, 'message': str(e)})
diff --git a/web/pages/model-manage-create.html b/web/pages/model-manage-create.html
index cc4673b..6171b3a 100644
--- a/web/pages/model-manage-create.html
+++ b/web/pages/model-manage-create.html
@@ -275,8 +275,9 @@
                                 <label class="form-label">
                                     <span class="text-red-500 mr-1">*</span>模型加载路径
                                 </label>
-                                <input type="text" name="local_path" class="form-input" placeholder="如：/models/my-model 或 s3://bucket/models/my-model">
-                                <p class="text-xs text-gray-400 mt-1">支持本地路径或云存储路径（OSS、S3、HDFS等）</p>
+                                <select name="local_path" id="localModelSelect" class="form-select">
+                                    <option value="">-- 选择本地模型 --</option>
+                                </select>
                             </div>
 
                             <!-- 在线模型配置 -->
@@ -395,6 +396,12 @@
                 });
             });
 
+            // 如果默认选中本地模型，立即加载模型列表
+            const localRadio = document.querySelector('input[name="model_source"][value="local"]');
+            if (localRadio && localRadio.checked) {
+                loadLocalModels();
+            }
+
             // 设置侧边栏当前页高亮
             const currentPage = 'model-manage';
             document.querySelectorAll('.nav-link').forEach(link => {
@@ -445,7 +452,22 @@
 
                     // 填充来源相关字段
                     if (modelSource === 'local') {
-                        document.querySelector('input[name="local_path"]').value = model.path || '';
+                        const path = model.path || '';
+                        // 尝试在选择器中找到匹配的模型
+                        loadLocalModels().then(() => {
+                            const select = document.getElementById('localModelSelect');
+                            if (select && path) {
+                                // 尝试精确匹配或部分匹配
+                                for (let i = 0; i < select.options.length; i++) {
+                                    if (select.options[i].value === path ||
+                                        select.options[i].textContent === path ||
+                                        path.includes(select.options[i].textContent)) {
+                                        select.selectedIndex = i;
+                                        break;
+                                    }
+                                }
+                            }
+                        });
                     } else {
                         document.querySelector('input[name="api_url"]').value = model.api_url || '';
                         document.querySelector('input[name="api_key"]').value = model.api_key || '';
@@ -475,6 +497,8 @@
             if (source === 'local') {
                 localPanel.classList.remove('hidden');
                 onlinePanel.classList.add('hidden');
+                // 切换到本地模型时加载模型列表
+                loadLocalModels();
             } else {
                 localPanel.classList.add('hidden');
                 onlinePanel.classList.remove('hidden');
@@ -484,6 +508,36 @@
         // 为了兼容性，保留 online 作为别名
         window.toggleModelSource = toggleModelSource;
 
+        // 加载本地模型列表
+        async function loadLocalModels() {
+            const select = document.getElementById('localModelSelect');
+            if (!select) return;
+
+            // 检查是否已经加载过
+            if (select.options.length > 1) return;
+
+            try {
+                const response = await fetch(`${API_BASE}/local-models`);
+                const result = await response.json();
+
+                if (result.code === 0 && result.data && result.data.models) {
+                    result.data.models.forEach(model => {
+                        const option = document.createElement('option');
+                        option.value = model.path;
+                        option.textContent = model.name;
+                        select.appendChild(option);
+                    });
+                }
+            } catch (error) {
+                console.warn('加载本地模型列表失败:', error);
+            }
+        }
+
+        // 模型选择变化
+        function onModelSelectChange() {
+            // 保留空函数以兼容可能的其他调用
+        }
+
         // 提交表单
         async function submitForm() {
             console.log('submitForm called');