Merge branch 'QuantumNous:main' into main

815bc61c · Hackerxiao · GitHub · 82574384 · b5a0c822 · 815bc61c
Commit 815bc61c authored Dec 30, 2025 by Hackerxiao Committed by GitHub Dec 30, 2025
149 changed files
--- a/.dockerignore
+++ b/.dockerignore
@@ -6,4 +6,5 @@
 Makefile
 docs
 .eslintcache
 .gocache
\ No newline at end of file
+/web/node_modules
\ No newline at end of file
--- a/.env.example
+++ b/.env.example
@@ -9,6 +9,14 @@
 # ENABLE_PPROF=true
 # 启用调试模式
 # DEBUG=true
+# Pyroscope 配置
+# PYROSCOPE_URL=http://localhost:4040
+# PYROSCOPE_APP_NAME=new-api
+# PYROSCOPE_BASIC_AUTH_USER=your-user
+# PYROSCOPE_BASIC_AUTH_PASSWORD=your-password
+# PYROSCOPE_MUTEX_RATE=5
+# PYROSCOPE_BLOCK_RATE=5
+# HOSTNAME=your-hostname
 # 数据库相关配置
 # 数据库连接字符串

--- a/.gitignore
+++ b/.gitignore
@@ -16,9 +16,13 @@ new-api
 tiktoken_cache
 .eslintcache
 .gocache
+.gomodcache/
 .cache
 web/bun.lock
 electron/node_modules
 electron/dist
 data/
+.gomodcache/
+.gocache-temp
+.gopath
--- a/Dockerfile
+++ b/Dockerfile
@@ -28,7 +28,7 @@ RUN go build -ldflags "-s -w -X 'github.com/QuantumNous/new-api/common.Version=$
 FROM debian:bookworm-slim
 RUN apt-get update \
-    && apt-get install -y --no-install-recommends ca-certificates tzdata libasan8 \
+    && apt-get install -y --no-install-recommends ca-certificates tzdata libasan8 wget \
    && rm -rf /var/lib/apt/lists/* \
    && update-ca-certificates

--- a/README.en.md
+++ b/README.en.md
@@ -146,7 +146,7 @@ docker run --name new-api -d --restart always \
 🎉 After deployment is complete, visit `http://localhost:3000` to start using!
-📖 For more deployment methods, please refer to [Deployment Guide](https://docs.newapi.pro/installation)
+📖 For more deployment methods, please refer to [Deployment Guide](https://docs.newapi.pro/en/docs/installation)
 ---
@@ -154,7 +154,7 @@ docker run --name new-api -d --restart always \
 <div align="center">
-### 📖 [Official Documentation](https://docs.newapi.pro/) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+### 📖 [Official Documentation](https://docs.newapi.pro/en/docs) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
 </div>
@@ -162,17 +162,17 @@ docker run --name new-api -d --restart always \
 | Category | Link |
 |------|------|
-| 🚀 Deployment Guide | [Installation Documentation](https://docs.newapi.pro/installation) |
+| 🚀 Deployment Guide | [Installation Documentation](https://docs.newapi.pro/en/docs/installation) |
-| ⚙️ Environment Configuration | [Environment Variables](https://docs.newapi.pro/installation/environment-variables) |
+| ⚙️ Environment Configuration | [Environment Variables](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables) |
-| 📡 API Documentation | [API Documentation](https://docs.newapi.pro/api) |
+| 📡 API Documentation | [API Documentation](https://docs.newapi.pro/en/docs/api) |
-| ❓ FAQ | [FAQ](https://docs.newapi.pro/support/faq) |
+| ❓ FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
-| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/support/community-interaction) |
+| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/en/docs/support/community-interaction) |
 ---
 ## ✨ Key Features
-> For detailed features, please refer to [Features Introduction](https://docs.newapi.pro/wiki/features-introduction)
+> For detailed features, please refer to [Features Introduction](https://docs.newapi.pro/en/docs/guide/wiki/basic-concepts/features-introduction)
 ### 🎨 Core Functions
@@ -201,11 +201,11 @@ docker run --name new-api -d --restart always \
 ### 🚀 Advanced Features
 **API Format Support:**
- ⚡ [OpenAI Responses](https://docs.newapi.pro/api/openai-responses)
+- ⚡ [OpenAI Responses](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-response)
- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/api/openai-realtime) (including Azure)
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/en/docs/api/ai-model/realtime/create-realtime-session) (including Azure)
- ⚡ [Claude Messages](https://docs.newapi.pro/api/anthropic-chat)
+- ⚡ [Claude Messages](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message)
- ⚡ [Google Gemini](https://docs.newapi.pro/api/google-gemini-chat/)
+- ⚡ [Google Gemini](https://doc.newapi.pro/en/api/google-gemini-chat)
- 🔄 [Rerank Models](https://docs.newapi.pro/api/jinaai-rerank) (Cohere, Jina)
+- 🔄 [Rerank Models](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank) (Cohere, Jina)
 **Intelligent Routing:**
 - ⚖️ Channel weighted random
@@ -246,16 +246,16 @@ docker run --name new-api -d --restart always \
 ## 🤖 Model Support
-> For details, please refer to [API Documentation - Relay Interface](https://docs.newapi.pro/api)
+> For details, please refer to [API Documentation - Relay Interface](https://docs.newapi.pro/en/docs/api)
 | Model Type | Description | Documentation |
 |---------|------|------|
 | 🤖 OpenAI GPTs | gpt-4-gizmo-* series | - |
-| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [Documentation](https://docs.newapi.pro/api/midjourney-proxy-image) |
+| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [Documentation](https://doc.newapi.pro/en/api/midjourney-proxy-image) |
-| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [Documentation](https://docs.newapi.pro/api/suno-music) |
+| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [Documentation](https://doc.newapi.pro/en/api/suno-music) |
-| 🔄 Rerank | Cohere, Jina | [Documentation](https://docs.newapi.pro/api/jinaai-rerank) |
+| 🔄 Rerank | Cohere, Jina | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank) |
-| 💬 Claude | Messages format | [Documentation](https://docs.newapi.pro/api/anthropic-chat) |
+| 💬 Claude | Messages format | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message) |
-| 🌐 Gemini | Google Gemini format | [Documentation](https://docs.newapi.pro/api/google-gemini-chat/) |
+| 🌐 Gemini | Google Gemini format | [Documentation](https://doc.newapi.pro/en/api/google-gemini-chat) |
 | 🔧 Dify | ChatFlow mode | - |
 | 🎯 Custom | Supports complete call address | - |
@@ -264,16 +264,16 @@ docker run --name new-api -d --restart always \
 <details>
 <summary>View complete interface list</summary>
- [Chat Interface (Chat Completions)](https://docs.newapi.pro/api/openai-chat)
+- [Chat Interface (Chat Completions)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-chat-completion)
- [Response Interface (Responses)](https://docs.newapi.pro/api/openai-responses)
+- [Response Interface (Responses)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-response)
- [Image Interface (Image)](https://docs.newapi.pro/api/openai-image)
+- [Image Interface (Image)](https://docs.newapi.pro/en/docs/api/ai-model/images/openai/v1-images-generations--post)
- [Audio Interface (Audio)](https://docs.newapi.pro/api/openai-audio)
+- [Audio Interface (Audio)](https://docs.newapi.pro/en/docs/api/ai-model/audio/openai/create-transcription)
- [Video Interface (Video)](https://docs.newapi.pro/api/openai-video)
+- [Video Interface (Video)](https://docs.newapi.pro/en/docs/api/ai-model/videos/create-video-generation)
- [Embedding Interface (Embeddings)](https://docs.newapi.pro/api/openai-embeddings)
+- [Embedding Interface (Embeddings)](https://docs.newapi.pro/en/docs/api/ai-model/embeddings/create-embedding)
- [Rerank Interface (Rerank)](https://docs.newapi.pro/api/jinaai-rerank)
+- [Rerank Interface (Rerank)](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank)
- [Realtime Conversation (Realtime)](https://docs.newapi.pro/api/openai-realtime)
+- [Realtime Conversation (Realtime)](https://docs.newapi.pro/en/docs/api/ai-model/realtime/create-realtime-session)
- [Claude Chat](https://docs.newapi.pro/api/anthropic-chat)
+- [Claude Chat](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message)
- [Google Gemini Chat](https://docs.newapi.pro/api/google-gemini-chat/)
+- [Google Gemini Chat](https://doc.newapi.pro/en/api/google-gemini-chat)
 </details>
@@ -305,10 +305,18 @@ docker run --name new-api -d --restart always \
 | `REDIS_CONN_STRING` | Redis connection string | - |
 | `STREAMING_TIMEOUT` | Streaming timeout (seconds) | `300` |
 | `STREAM_SCANNER_MAX_BUFFER_MB` | Max per-line buffer (MB) for the stream scanner; increase when upstream sends huge image/base64 payloads | `64` |
+| `MAX_REQUEST_BODY_MB` | Max request body size (MB, counted **after decompression**; prevents huge requests/zip bombs from exhausting memory). Exceeding it returns `413` | `32` |
 | `AZURE_DEFAULT_API_VERSION` | Azure API version | `2025-04-01-preview` |
 | `ERROR_LOG_ENABLED` | Error log switch | `false` |
+| `PYROSCOPE_URL` | Pyroscope server address | - |
+| `PYROSCOPE_APP_NAME` | Pyroscope application name | `new-api` |
+| `PYROSCOPE_BASIC_AUTH_USER` | Pyroscope basic auth user | - |
+| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Pyroscope basic auth password | - |
+| `PYROSCOPE_MUTEX_RATE` | Pyroscope mutex sampling rate | `5` |
+| `PYROSCOPE_BLOCK_RATE` | Pyroscope block sampling rate | `5` |
+| `HOSTNAME` | Hostname tag for Pyroscope | `new-api` |
-📖 **Complete configuration:** [Environment Variables Documentation](https://docs.newapi.pro/installation/environment-variables)
+📖 **Complete configuration:** [Environment Variables Documentation](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables)
 </details>
@@ -410,10 +418,10 @@ docker run --name new-api -d --restart always \
 | Resource | Link |
 |------|------|
-| 📘 FAQ | [FAQ](https://docs.newapi.pro/support/faq) |
+| 📘 FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
-| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/support/community-interaction) |
+| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/en/docs/support/community-interaction) |
-| 🐛 Issue Feedback | [Issue Feedback](https://docs.newapi.pro/support/feedback-issues) |
+| 🐛 Issue Feedback | [Issue Feedback](https://docs.newapi.pro/en/docs/support/feedback-issues) |
-| 📚 Complete Documentation | [Official Documentation](https://docs.newapi.pro/support) |
+| 📚 Complete Documentation | [Official Documentation](https://docs.newapi.pro/en/docs) |
 ### 🤝 Contribution Guide
@@ -442,7 +450,7 @@ Welcome all forms of contribution!
 If this project is helpful to you, welcome to give us a ⭐️ Star！
-**[Official Documentation](https://docs.newapi.pro/)** • **[Issue Feedback](https://github.com/Calcium-Ion/new-api/issues)** • **[Latest Release](https://github.com/Calcium-Ion/new-api/releases)**
+**[Official Documentation](https://docs.newapi.pro/en/docs)** • **[Issue Feedback](https://github.com/Calcium-Ion/new-api/issues)** • **[Latest Release](https://github.com/Calcium-Ion/new-api/releases)**
 <sub>Built with ❤️ by QuantumNous</sub>

--- a/README.fr.md
+++ b/README.fr.md
--- a/README.ja.md
+++ b/README.ja.md
--- a/README.md
+++ b/README.md
@@ -146,7 +146,7 @@ docker run --name new-api -d --restart always \
 🎉 部署完成后，访问 `http://localhost:3000` 即可使用！
-📖 更多部署方式请参考 [部署指南](https://docs.newapi.pro/installation)
+📖 更多部署方式请参考 [部署指南](https://docs.newapi.pro/zh/docs/installation)
 ---
@@ -154,7 +154,7 @@ docker run --name new-api -d --restart always \
 <div align="center">
-### 📖 [官方文档](https://docs.newapi.pro/) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
+### 📖 [官方文档](https://docs.newapi.pro/zh/docs) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
 </div>
@@ -162,17 +162,17 @@ docker run --name new-api -d --restart always \
 | 分类 | 链接 |
 |------|------|
-| 🚀 部署指南 | [安装文档](https://docs.newapi.pro/installation) |
+| 🚀 部署指南 | [安装文档](https://docs.newapi.pro/zh/docs/installation) |
-| ⚙️ 环境配置 | [环境变量](https://docs.newapi.pro/installation/environment-variables) |
+| ⚙️ 环境配置 | [环境变量](https://docs.newapi.pro/zh/docs/installation/config-maintenance/environment-variables) |
-| 📡 接口文档 | [API 文档](https://docs.newapi.pro/api) |
+| 📡 接口文档 | [API 文档](https://docs.newapi.pro/zh/docs/api) |
-| ❓ 常见问题 | [FAQ](https://docs.newapi.pro/support/faq) |
+| ❓ 常见问题 | [FAQ](https://docs.newapi.pro/zh/docs/support/faq) |
-| 💬 社区交流 | [交流渠道](https://docs.newapi.pro/support/community-interaction) |
+| 💬 社区交流 | [交流渠道](https://docs.newapi.pro/zh/docs/support/community-interaction) |
 ---
 ## ✨ 主要特性
-> 详细特性请参考 [特性说明](https://docs.newapi.pro/wiki/features-introduction)
+> 详细特性请参考 [特性说明](https://docs.newapi.pro/zh/docs/guide/wiki/basic-concepts/features-introduction)
 ### 🎨 核心功能
@@ -202,11 +202,11 @@ docker run --name new-api -d --restart always \
 ### 🚀 高级功能
 **API 格式支持：**
- ⚡ [OpenAI Responses](https://docs.newapi.pro/api/openai-responses)
+- ⚡ [OpenAI Responses](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/create-response)
- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/api/openai-realtime)（含 Azure）
+- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/zh/docs/api/ai-model/realtime/create-realtime-session)（含 Azure）
- ⚡ [Claude Messages](https://docs.newapi.pro/api/anthropic-chat)
+- ⚡ [Claude Messages](https://docs.newapi.pro/zh/docs/api/ai-model/chat/create-message)
- ⚡ [Google Gemini](https://docs.newapi.pro/api/google-gemini-chat/)
+- ⚡ [Google Gemini](https://doc.newapi.pro/api/google-gemini-chat)
- 🔄 [Rerank 模型](https://docs.newapi.pro/api/jinaai-rerank)（Cohere、Jina）
+- 🔄 [Rerank 模型](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/create-rerank)（Cohere、Jina）
 **智能路由：**
 - ⚖️ 渠道加权随机
@@ -247,16 +247,16 @@ docker run --name new-api -d --restart always \
 ## 🤖 模型支持
-> 详情请参考 [接口文档 - 中继接口](https://docs.newapi.pro/api)
+> 详情请参考 [接口文档 - 中继接口](https://docs.newapi.pro/zh/docs/api)
 | 模型类型 | 说明 | 文档 |
 |---------|------|------|
 | 🤖 OpenAI GPTs | gpt-4-gizmo-* 系列 | - |
-| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [文档](https://docs.newapi.pro/api/midjourney-proxy-image) |
+| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [文档](https://doc.newapi.pro/api/midjourney-proxy-image) |
-| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [文档](https://docs.newapi.pro/api/suno-music) |
+| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [文档](https://doc.newapi.pro/api/suno-music) |
-| 🔄 Rerank | Cohere、Jina | [文档](https://docs.newapi.pro/api/jinaai-rerank) |
+| 🔄 Rerank | Cohere、Jina | [文档](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/create-rerank) |
-| 💬 Claude | Messages 格式 | [文档](https://docs.newapi.pro/api/anthropic-chat) |
+| 💬 Claude | Messages 格式 | [文档](https://docs.newapi.pro/zh/docs/api/ai-model/chat/create-message) |
-| 🌐 Gemini | Google Gemini 格式 | [文档](https://docs.newapi.pro/api/google-gemini-chat/) |
+| 🌐 Gemini | Google Gemini 格式 | [文档](https://doc.newapi.pro/api/google-gemini-chat) |
 | 🔧 Dify | ChatFlow 模式 | - |
 | 🎯 自定义 | 支持完整调用地址 | - |
@@ -265,16 +265,16 @@ docker run --name new-api -d --restart always \
 <details>
 <summary>查看完整接口列表</summary>
- [聊天接口 (Chat Completions)](https://docs.newapi.pro/api/openai-chat)
+- [聊天接口 (Chat Completions)](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/create-chat-completion)
- [响应接口 (Responses)](https://docs.newapi.pro/api/openai-responses)
+- [响应接口 (Responses)](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/create-response)
- [图像接口 (Image)](https://docs.newapi.pro/api/openai-image)
+- [图像接口 (Image)](https://docs.newapi.pro/zh/docs/api/ai-model/images/openai/v1-images-generations--post)
- [音频接口 (Audio)](https://docs.newapi.pro/api/openai-audio)
+- [音频接口 (Audio)](https://docs.newapi.pro/zh/docs/api/ai-model/audio/openai/create-transcription)
- [视频接口 (Video)](https://docs.newapi.pro/api/openai-video)
+- [视频接口 (Video)](https://docs.newapi.pro/zh/docs/api/ai-model/videos/create-video-generation)
- [嵌入接口 (Embeddings)](https://docs.newapi.pro/api/openai-embeddings)
+- [嵌入接口 (Embeddings)](https://docs.newapi.pro/zh/docs/api/ai-model/embeddings/create-embedding)
- [重排序接口 (Rerank)](https://docs.newapi.pro/api/jinaai-rerank)
+- [重排序接口 (Rerank)](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/create-rerank)
- [实时对话 (Realtime)](https://docs.newapi.pro/api/openai-realtime)
+- [实时对话 (Realtime)](https://docs.newapi.pro/zh/docs/api/ai-model/realtime/create-realtime-session)
- [Claude 聊天](https://docs.newapi.pro/api/anthropic-chat)
+- [Claude 聊天](https://docs.newapi.pro/zh/docs/api/ai-model/chat/create-message)
- [Google Gemini 聊天](https://docs.newapi.pro/api/google-gemini-chat)
+- [Google Gemini 聊天](https://doc.newapi.pro/api/google-gemini-chat)
 </details>
@@ -306,10 +306,18 @@ docker run --name new-api -d --restart always \
 | `REDIS_CONN_STRING` | Redis 连接字符串                                                  | - |
 | `STREAMING_TIMEOUT` | 流式超时时间（秒）                                                    | `300` |
 | `STREAM_SCANNER_MAX_BUFFER_MB` | 流式扫描器单行最大缓冲（MB），图像生成等超大 `data:` 片段（如 4K 图片 base64）需适当调大 | `64` |
+| `MAX_REQUEST_BODY_MB` | 请求体最大大小（MB，**解压后**计；防止超大请求/zip bomb 导致内存暴涨），超过将返回 `413` | `32` |
 | `AZURE_DEFAULT_API_VERSION` | Azure API 版本                                                 | `2025-04-01-preview` |
 | `ERROR_LOG_ENABLED` | 错误日志开关                                                       | `false` |
+| `PYROSCOPE_URL` | Pyroscope 服务地址                                            | - |
+| `PYROSCOPE_APP_NAME` | Pyroscope 应用名                                        | `new-api` |
+| `PYROSCOPE_BASIC_AUTH_USER` | Pyroscope Basic Auth 用户名                        | - |
+| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Pyroscope Basic Auth 密码                  | - |
+| `PYROSCOPE_MUTEX_RATE` | Pyroscope mutex 采样率                               | `5` |
+| `PYROSCOPE_BLOCK_RATE` | Pyroscope block 采样率                               | `5` |
+| `HOSTNAME` | Pyroscope 标签里的主机名                                          | `new-api` |
-📖 **完整配置：** [环境变量文档](https://docs.newapi.pro/installation/environment-variables)
+📖 **完整配置：** [环境变量文档](https://docs.newapi.pro/zh/docs/installation/config-maintenance/environment-variables)
 </details>
@@ -411,10 +419,10 @@ docker run --name new-api -d --restart always \
 | 资源 | 链接 |
 |------|------|
-| 📘 常见问题 | [FAQ](https://docs.newapi.pro/support/faq) |
+| 📘 常见问题 | [FAQ](https://docs.newapi.pro/zh/docs/support/faq) |
-| 💬 社区交流 | [交流渠道](https://docs.newapi.pro/support/community-interaction) |
+| 💬 社区交流 | [交流渠道](https://docs.newapi.pro/zh/docs/support/community-interaction) |
-| 🐛 反馈问题 | [问题反馈](https://docs.newapi.pro/support/feedback-issues) |
+| 🐛 反馈问题 | [问题反馈](https://docs.newapi.pro/zh/docs/support/feedback-issues) |
-| 📚 完整文档 | [官方文档](https://docs.newapi.pro/support) |
+| 📚 完整文档 | [官方文档](https://docs.newapi.pro/zh/docs) |
 ### 🤝 贡献指南
@@ -443,7 +451,7 @@ docker run --name new-api -d --restart always \
 如果这个项目对你有帮助，欢迎给我们一个 ⭐️ Star！
-**[官方文档](https://docs.newapi.pro/)** • **[问题反馈](https://github.com/Calcium-Ion/new-api/issues)** • **[最新发布](https://github.com/Calcium-Ion/new-api/releases)**
+**[官方文档](https://docs.newapi.pro/zh/docs)** • **[问题反馈](https://github.com/Calcium-Ion/new-api/issues)** • **[最新发布](https://github.com/Calcium-Ion/new-api/releases)**
 <sub>Built with ❤️ by QuantumNous</sub>

--- a/common/audio.go
+++ b/common/audio.go
@@ -71,15 +71,66 @@ func getMP3Duration(r io.Reader) (float64, error) {
 // getWAVDuration 解析 WAV 文件头以获取时长。
 func getWAVDuration(r io.ReadSeeker) (float64, error) {
+	// 1. 强制复位指针
+	r.Seek(0, io.SeekStart)
 	dec := wav.NewDecoder(r)
+	// IsValidFile 会读取 fmt 块
 	if !dec.IsValidFile() {
 		return 0, errors.New("invalid wav file")
 	}
-	d, err := dec.Duration()
-	if err != nil {
+	// 尝试寻找 data 块
-		return 0, errors.Wrap(err, "failed to get wav duration")
+	if err := dec.FwdToPCM(); err != nil {
+		return 0, errors.Wrap(err, "failed to find PCM data chunk")
 	}
-	return d.Seconds(), nil
+	pcmSize := int64(dec.PCMSize)
+	// 如果读出来的 Size 是 0，尝试用文件大小反推
+	if pcmSize == 0 {
+		// 获取文件总大小
+		currentPos, _ := r.Seek(0, io.SeekCurrent) // 当前通常在 data chunk header 之后
+		endPos, _ := r.Seek(0, io.SeekEnd)
+		fileSize := endPos
+		// 恢复位置（虽然如果不继续读也没关系）
+		r.Seek(currentPos, io.SeekStart)
+		// 数据区大小 ≈ 文件总大小 - 当前指针位置(即Header大小)
+		// 注意：FwdToPCM 成功后，CurrentPos 应该刚好指向 Data 区数据的开始
+		// 或者是 Data Chunk ID + Size 之后。
+		// WAV Header 一般 44 字节。
+		if fileSize > 44 {
+			// 如果 FwdToPCM 成功，Reader 应该位于 data 块的数据起始处
+			// 所以剩余的所有字节理论上都是音频数据
+			pcmSize = fileSize - currentPos
+			// 简单的兜底：如果算出来还是负数或0，强制按文件大小-44计算
+			if pcmSize <= 0 {
+				pcmSize = fileSize - 44
+			}
+		}
+	}
+	numChans := int64(dec.NumChans)
+	bitDepth := int64(dec.BitDepth)
+	sampleRate := float64(dec.SampleRate)
+	if sampleRate == 0 || numChans == 0 || bitDepth == 0 {
+		return 0, errors.New("invalid wav header metadata")
+	}
+	bytesPerFrame := numChans * (bitDepth / 8)
+	if bytesPerFrame == 0 {
+		return 0, errors.New("invalid byte depth calculation")
+	}
+	totalFrames := pcmSize / bytesPerFrame
+	durationSeconds := float64(totalFrames) / sampleRate
+	return durationSeconds, nil
 }
 // getFLACDuration 解析 FLAC 文件的 STREAMINFO 块。

--- a/common/email.go
+++ b/common/email.go
@@ -32,7 +32,7 @@ func SendEmail(subject string, receiver string, content string) error {
 	}
 	encodedSubject := fmt.Sprintf("=?UTF-8?B?%s?=", base64.StdEncoding.EncodeToString([]byte(subject)))
 	mail := []byte(fmt.Sprintf("To: %s\r\n"+
-		"From: %s<%s>\r\n"+
+		"From: %s <%s>\r\n"+
 		"Subject: %s\r\n"+
 		"Date: %s\r\n"+
 		"Message-ID: %s\r\n"+ // 添加 Message-ID 头

--- a/common/gin.go
+++ b/common/gin.go
@@ -2,7 +2,7 @@ package common
 import (
 	"bytes"
-	"errors"
+	"fmt"
 	"io"
 	"mime"
 	"mime/multipart"
@@ -12,24 +12,61 @@ import (
 	"time"
 	"github.com/QuantumNous/new-api/constant"
+	"github.com/pkg/errors"
 	"github.com/gin-gonic/gin"
 )
 const KeyRequestBody = "key_request_body"
+var ErrRequestBodyTooLarge = errors.New("request body too large")
+func IsRequestBodyTooLargeError(err error) bool {
+	if err == nil {
+		return false
+	}
+	if errors.Is(err, ErrRequestBodyTooLarge) {
+		return true
+	}
+	var mbe *http.MaxBytesError
+	return errors.As(err, &mbe)
+}
 func GetRequestBody(c *gin.Context) ([]byte, error) {
-	requestBody, _ := c.Get(KeyRequestBody)
+	cached, exists := c.Get(KeyRequestBody)
-	if requestBody != nil {
+	if exists && cached != nil {
-		return requestBody.([]byte), nil
+		if b, ok := cached.([]byte); ok {
+			return b, nil
+		}
 	}
-	requestBody, err := io.ReadAll(c.Request.Body)
+	maxMB := constant.MaxRequestBodyMB
+	if maxMB < 0 {
+		// no limit
+		body, err := io.ReadAll(c.Request.Body)
+		_ = c.Request.Body.Close()
+		if err != nil {
+			return nil, err
+		}
+		c.Set(KeyRequestBody, body)
+		return body, nil
+	}
+	maxBytes := int64(maxMB) << 20
+	limited := io.LimitReader(c.Request.Body, maxBytes+1)
+	body, err := io.ReadAll(limited)
 	if err != nil {
+		_ = c.Request.Body.Close()
+		if IsRequestBodyTooLargeError(err) {
+			return nil, errors.Wrap(ErrRequestBodyTooLarge, fmt.Sprintf("request body exceeds %d MB", maxMB))
+		}
 		return nil, err
 	}
 	_ = c.Request.Body.Close()
-	c.Set(KeyRequestBody, requestBody)
+	if int64(len(body)) > maxBytes {
-	return requestBody.([]byte), nil
+		return nil, errors.Wrap(ErrRequestBodyTooLarge, fmt.Sprintf("request body exceeds %d MB", maxMB))
+	}
+	c.Set(KeyRequestBody, body)
+	return body, nil
 }
 func UnmarshalBodyReusable(c *gin.Context, v any) error {

--- a/common/init.go
+++ b/common/init.go
@@ -117,6 +117,8 @@ func initConstantEnv() {
 	constant.DifyDebug = GetEnvOrDefaultBool("DIFY_DEBUG", true)
 	constant.MaxFileDownloadMB = GetEnvOrDefault("MAX_FILE_DOWNLOAD_MB", 20)
 	constant.StreamScannerMaxBufferMB = GetEnvOrDefault("STREAM_SCANNER_MAX_BUFFER_MB", 64)
+	// MaxRequestBodyMB 请求体最大大小（解压后），用于防止超大请求/zip bomb导致内存暴涨
+	constant.MaxRequestBodyMB = GetEnvOrDefault("MAX_REQUEST_BODY_MB", 64)
 	// ForceStreamOption 覆盖请求参数，强制返回usage信息
 	constant.ForceStreamOption = GetEnvOrDefaultBool("FORCE_STREAM_OPTION", true)
 	constant.CountToken = GetEnvOrDefaultBool("CountToken", true)

--- a/common/ip.go
+++ b/common/ip.go
@@ -2,6 +2,15 @@ package common
 import "net"
+func IsIP(s string) bool {
+	ip := net.ParseIP(s)
+	return ip != nil
+}
+func ParseIP(s string) net.IP {
+	return net.ParseIP(s)
+}
 func IsPrivateIP(ip net.IP) bool {
 	if ip.IsLoopback() || ip.IsLinkLocalUnicast() || ip.IsLinkLocalMulticast() {
 		return true
@@ -20,3 +29,23 @@ func IsPrivateIP(ip net.IP) bool {
 	}
 	return false
 }
+func IsIpInCIDRList(ip net.IP, cidrList []string) bool {
+	for _, cidr := range cidrList {
+		_, network, err := net.ParseCIDR(cidr)
+		if err != nil {
+			// 尝试作为单个IP处理
+			if whitelistIP := net.ParseIP(cidr); whitelistIP != nil {
+				if ip.Equal(whitelistIP) {
+					return true
+				}
+			}
+			continue
+		}
+		if network.Contains(ip) {
+			return true
+		}
+	}
+	return false
+}
--- a/common/pyro.go
+++ b/common/pyro.go
+package common
+import (
+	"runtime"
+	"github.com/grafana/pyroscope-go"
+)
+func StartPyroScope() error {
+	pyroscopeUrl := GetEnvOrDefaultString("PYROSCOPE_URL", "")
+	if pyroscopeUrl == "" {
+		return nil
+	}
+	pyroscopeAppName := GetEnvOrDefaultString("PYROSCOPE_APP_NAME", "new-api")
+	pyroscopeBasicAuthUser := GetEnvOrDefaultString("PYROSCOPE_BASIC_AUTH_USER", "")
+	pyroscopeBasicAuthPassword := GetEnvOrDefaultString("PYROSCOPE_BASIC_AUTH_PASSWORD", "")
+	pyroscopeHostname := GetEnvOrDefaultString("HOSTNAME", "new-api")
+	mutexRate := GetEnvOrDefault("PYROSCOPE_MUTEX_RATE", 5)
+	blockRate := GetEnvOrDefault("PYROSCOPE_BLOCK_RATE", 5)
+	runtime.SetMutexProfileFraction(mutexRate)
+	runtime.SetBlockProfileRate(blockRate)
+	_, err := pyroscope.Start(pyroscope.Config{
+		ApplicationName: pyroscopeAppName,
+		ServerAddress:     pyroscopeUrl,
+		BasicAuthUser:     pyroscopeBasicAuthUser,
+		BasicAuthPassword: pyroscopeBasicAuthPassword,
+		Logger: nil,
+		Tags: map[string]string{"hostname": pyroscopeHostname},
+		ProfileTypes: []pyroscope.ProfileType{
+			pyroscope.ProfileCPU,
+			pyroscope.ProfileAllocObjects,
+			pyroscope.ProfileAllocSpace,
+			pyroscope.ProfileInuseObjects,
+			pyroscope.ProfileInuseSpace,
+			pyroscope.ProfileGoroutines,
+			pyroscope.ProfileMutexCount,
+			pyroscope.ProfileMutexDuration,
+			pyroscope.ProfileBlockCount,
+			pyroscope.ProfileBlockDuration,
+		},
+	})
+	if err != nil {
+		return err
+	}
+	return nil
+}
--- a/common/ssrf_protection.go
+++ b/common/ssrf_protection.go
@@ -186,23 +186,7 @@ func isIPListed(ip net.IP, list []string) bool {
 		return false
 	}
-	for _, whitelistCIDR := range list {
+	return IsIpInCIDRList(ip, list)
-		_, network, err := net.ParseCIDR(whitelistCIDR)
-		if err != nil {
-			// 尝试作为单个IP处理
-			if whitelistIP := net.ParseIP(whitelistCIDR); whitelistIP != nil {
-				if ip.Equal(whitelistIP) {
-					return true
-				}
-			}
-			continue
-		}
-		if network.Contains(ip) {
-			return true
-		}
-	}
-	return false
 }
 // IsIPAccessAllowed 检查IP是否允许访问

--- a/common/utils.go
+++ b/common/utils.go
@@ -217,11 +217,6 @@ func IntMax(a int, b int) int {
 	}
 }
-func IsIP(s string) bool {
-	ip := net.ParseIP(s)
-	return ip != nil
-}
 func GetUUID() string {
 	code := uuid.New().String()
 	code = strings.Replace(code, "-", "", -1)

--- a/constant/context_key.go
+++ b/constant/context_key.go
@@ -18,6 +18,7 @@ const (
 	ContextKeyTokenSpecificChannelId ContextKey = "specific_channel_id"
 	ContextKeyTokenModelLimitEnabled ContextKey = "token_model_limit_enabled"
 	ContextKeyTokenModelLimit        ContextKey = "token_model_limit"
+	ContextKeyTokenCrossGroupRetry   ContextKey = "token_cross_group_retry"
 	/* channel related keys */
 	ContextKeyChannelId                ContextKey = "channel_id"
@@ -37,6 +38,10 @@ const (
 	ContextKeyChannelMultiKeyIndex     ContextKey = "channel_multi_key_index"
 	ContextKeyChannelKey               ContextKey = "channel_key"
+	ContextKeyAutoGroup           ContextKey = "auto_group"
+	ContextKeyAutoGroupIndex      ContextKey = "auto_group_index"
+	ContextKeyAutoGroupRetryIndex ContextKey = "auto_group_retry_index"
 	/* user related keys */
 	ContextKeyUserId      ContextKey = "id"
 	ContextKeyUserSetting ContextKey = "user_setting"

--- a/constant/env.go
+++ b/constant/env.go
@@ -9,6 +9,7 @@ var CountToken bool
 var GetMediaToken bool
 var GetMediaTokenNotStream bool
 var UpdateTask bool
+var MaxRequestBodyMB int
 var AzureDefaultAPIVersion string
 var GeminiVisionMaxImageNum int
 var NotifyLimitCount int

--- a/controller/billing.go
+++ b/controller/billing.go
@@ -2,9 +2,9 @@ package controller
 import (
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/dto"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
+	"github.com/QuantumNous/new-api/types"
 	"github.com/gin-gonic/gin"
 )
@@ -29,7 +29,7 @@ func GetSubscription(c *gin.Context) {
 		expiredTime = 0
 	}
 	if err != nil {
-		openAIError := dto.OpenAIError{
+		openAIError := types.OpenAIError{
 			Message: err.Error(),
 			Type:    "upstream_error",
 		}
@@ -81,7 +81,7 @@ func GetUsage(c *gin.Context) {
 		quota, err = model.GetUserUsedQuota(userId)
 	}
 	if err != nil {
-		openAIError := dto.OpenAIError{
+		openAIError := types.OpenAIError{
 			Message: err.Error(),
 			Type:    "new_api_error",
 		}

--- a/controller/channel-test.go
+++ b/controller/channel-test.go
@@ -97,6 +97,11 @@ func testChannel(channel *model.Channel, testModel string, endpointType string) 
 		if channel.Type == constant.ChannelTypeVolcEngine && strings.Contains(testModel, "seedream") {
 			requestPath = "/v1/images/generations"
 		}
+		// responses-only models
+		if strings.Contains(strings.ToLower(testModel), "codex") {
+			requestPath = "/v1/responses"
+		}
 	}
 	c.Request = &http.Request{
@@ -176,7 +181,7 @@ func testChannel(channel *model.Channel, testModel string, endpointType string) 
 		}
 	}
-	request := buildTestRequest(testModel, endpointType)
+	request := buildTestRequest(testModel, endpointType, channel)
 	info, err := relaycommon.GenRelayInfo(c, relayFormat, request, nil)
@@ -319,6 +324,16 @@ func testChannel(channel *model.Channel, testModel string, endpointType string) 
 		httpResp = resp.(*http.Response)
 		if httpResp.StatusCode != http.StatusOK {
 			err := service.RelayErrorHandler(c.Request.Context(), httpResp, true)
+			common.SysError(fmt.Sprintf(
+				"channel test bad response: channel_id=%d name=%s type=%d model=%s endpoint_type=%s status=%d err=%v",
+				channel.Id,
+				channel.Name,
+				channel.Type,
+				testModel,
+				endpointType,
+				httpResp.StatusCode,
+				err,
+			))
 			return testResult{
 				context:     c,
 				localErr:    err,
@@ -389,7 +404,7 @@ func testChannel(channel *model.Channel, testModel string, endpointType string) 
 	}
 }
-func buildTestRequest(model string, endpointType string) dto.Request {
+func buildTestRequest(model string, endpointType string, channel *model.Channel) dto.Request {
 	// 根据端点类型构建不同的测试请求
 	if endpointType != "" {
 		switch constant.EndpointType(endpointType) {
@@ -423,7 +438,7 @@ func buildTestRequest(model string, endpointType string) dto.Request {
 			}
 		case constant.EndpointTypeAnthropic, constant.EndpointTypeGemini, constant.EndpointTypeOpenAI:
 			// 返回 GeneralOpenAIRequest
-			maxTokens := uint(10)
+			maxTokens := uint(16)
 			if constant.EndpointType(endpointType) == constant.EndpointTypeGemini {
 				maxTokens = 3000
 			}
@@ -453,6 +468,14 @@ func buildTestRequest(model string, endpointType string) dto.Request {
 		}
 	}
+	// Responses-only models (e.g. codex series)
+	if strings.Contains(strings.ToLower(model), "codex") {
+		return &dto.OpenAIResponsesRequest{
+			Model: model,
+			Input: json.RawMessage("\"hi\""),
+		}
+	}
 	// Chat/Completion 请求 - 返回 GeneralOpenAIRequest
 	testRequest := &dto.GeneralOpenAIRequest{
 		Model:  model,
@@ -466,7 +489,7 @@ func buildTestRequest(model string, endpointType string) dto.Request {
 	}
 	if strings.HasPrefix(model, "o") {
-		testRequest.MaxCompletionTokens = 10
+		testRequest.MaxCompletionTokens = 16
 	} else if strings.Contains(model, "thinking") {
 		if !strings.Contains(model, "claude") {
 			testRequest.MaxTokens = 50
@@ -474,7 +497,7 @@ func buildTestRequest(model string, endpointType string) dto.Request {
 	} else if strings.Contains(model, "gemini") {
 		testRequest.MaxTokens = 3000
 	} else {
-		testRequest.MaxTokens = 10
+		testRequest.MaxTokens = 16
 	}
 	return testRequest

--- a/controller/channel.go
+++ b/controller/channel.go
@@ -11,16 +11,18 @@ import (
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
 	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/relay/channel/ollama"
 	"github.com/QuantumNous/new-api/service"
 	"github.com/gin-gonic/gin"
 )
 type OpenAIModel struct {
-	ID         string `json:"id"`
+	ID         string         `json:"id"`
-	Object     string `json:"object"`
+	Object     string         `json:"object"`
-	Created    int64  `json:"created"`
+	Created    int64          `json:"created"`
-	OwnedBy    string `json:"owned_by"`
+	OwnedBy    string         `json:"owned_by"`
+	Metadata   map[string]any `json:"metadata,omitempty"`
 	Permission []struct {
 		ID                 string `json:"id"`
 		Object             string `json:"object"`
@@ -207,6 +209,57 @@ func FetchUpstreamModels(c *gin.Context) {
 		baseURL = channel.GetBaseURL()
 	}
+	// 对于 Ollama 渠道，使用特殊处理
+	if channel.Type == constant.ChannelTypeOllama {
+		key := strings.Split(channel.Key, "\n")[0]
+		models, err := ollama.FetchOllamaModels(baseURL, key)
+		if err != nil {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": fmt.Sprintf("获取Ollama模型失败: %s", err.Error()),
+			})
+			return
+		}
+		result := OpenAIModelsResponse{
+			Data: make([]OpenAIModel, 0, len(models)),
+		}
+		for _, modelInfo := range models {
+			metadata := map[string]any{}
+			if modelInfo.Size > 0 {
+				metadata["size"] = modelInfo.Size
+			}
+			if modelInfo.Digest != "" {
+				metadata["digest"] = modelInfo.Digest
+			}
+			if modelInfo.ModifiedAt != "" {
+				metadata["modified_at"] = modelInfo.ModifiedAt
+			}
+			details := modelInfo.Details
+			if details.ParentModel != "" || details.Format != "" || details.Family != "" || len(details.Families) > 0 || details.ParameterSize != "" || details.QuantizationLevel != "" {
+				metadata["details"] = modelInfo.Details
+			}
+			if len(metadata) == 0 {
+				metadata = nil
+			}
+			result.Data = append(result.Data, OpenAIModel{
+				ID:       modelInfo.Name,
+				Object:   "model",
+				Created:  0,
+				OwnedBy:  "ollama",
+				Metadata: metadata,
+			})
+		}
+		c.JSON(http.StatusOK, gin.H{
+			"success": true,
+			"data":    result.Data,
+		})
+		return
+	}
 	var url string
 	switch channel.Type {
 	case constant.ChannelTypeGemini:
@@ -975,6 +1028,32 @@ func FetchModels(c *gin.Context) {
 		baseURL = constant.ChannelBaseURLs[req.Type]
 	}
+	// remove line breaks and extra spaces.
+	key := strings.TrimSpace(req.Key)
+	key = strings.Split(key, "\n")[0]
+	if req.Type == constant.ChannelTypeOllama {
+		models, err := ollama.FetchOllamaModels(baseURL, key)
+		if err != nil {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": fmt.Sprintf("获取Ollama模型失败: %s", err.Error()),
+			})
+			return
+		}
+		names := make([]string, 0, len(models))
+		for _, modelInfo := range models {
+			names = append(names, modelInfo.Name)
+		}
+		c.JSON(http.StatusOK, gin.H{
+			"success": true,
+			"data":    names,
+		})
+		return
+	}
 	client := &http.Client{}
 	url := fmt.Sprintf("%s/v1/models", baseURL)
@@ -987,10 +1066,6 @@ func FetchModels(c *gin.Context) {
 		return
 	}
-	// remove line breaks and extra spaces.
-	key := strings.TrimSpace(req.Key)
-	// If the key contains a line break, only take the first part.
-	key = strings.Split(key, "\n")[0]
 	request.Header.Set("Authorization", "Bearer "+key)
 	response, err := client.Do(request)
@@ -1640,3 +1715,262 @@ func ManageMultiKeys(c *gin.Context) {
 		return
 	}
 }
+// OllamaPullModel 拉取 Ollama 模型
+func OllamaPullModel(c *gin.Context) {
+	var req struct {
+		ChannelID int    `json:"channel_id"`
+		ModelName string `json:"model_name"`
+	}
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Invalid request parameters",
+		})
+		return
+	}
+	if req.ChannelID == 0 || req.ModelName == "" {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Channel ID and model name are required",
+		})
+		return
+	}
+	// 获取渠道信息
+	channel, err := model.GetChannelById(req.ChannelID, true)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{
+			"success": false,
+			"message": "Channel not found",
+		})
+		return
+	}
+	// 检查是否是 Ollama 渠道
+	if channel.Type != constant.ChannelTypeOllama {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "This operation is only supported for Ollama channels",
+		})
+		return
+	}
+	baseURL := constant.ChannelBaseURLs[channel.Type]
+	if channel.GetBaseURL() != "" {
+		baseURL = channel.GetBaseURL()
+	}
+	key := strings.Split(channel.Key, "\n")[0]
+	err = ollama.PullOllamaModel(baseURL, key, req.ModelName)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{
+			"success": false,
+			"message": fmt.Sprintf("Failed to pull model: %s", err.Error()),
+		})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{
+		"success": true,
+		"message": fmt.Sprintf("Model %s pulled successfully", req.ModelName),
+	})
+}
+// OllamaPullModelStream 流式拉取 Ollama 模型
+func OllamaPullModelStream(c *gin.Context) {
+	var req struct {
+		ChannelID int    `json:"channel_id"`
+		ModelName string `json:"model_name"`
+	}
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Invalid request parameters",
+		})
+		return
+	}
+	if req.ChannelID == 0 || req.ModelName == "" {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Channel ID and model name are required",
+		})
+		return
+	}
+	// 获取渠道信息
+	channel, err := model.GetChannelById(req.ChannelID, true)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{
+			"success": false,
+			"message": "Channel not found",
+		})
+		return
+	}
+	// 检查是否是 Ollama 渠道
+	if channel.Type != constant.ChannelTypeOllama {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "This operation is only supported for Ollama channels",
+		})
+		return
+	}
+	baseURL := constant.ChannelBaseURLs[channel.Type]
+	if channel.GetBaseURL() != "" {
+		baseURL = channel.GetBaseURL()
+	}
+	// 设置 SSE 头部
+	c.Header("Content-Type", "text/event-stream")
+	c.Header("Cache-Control", "no-cache")
+	c.Header("Connection", "keep-alive")
+	c.Header("Access-Control-Allow-Origin", "*")
+	key := strings.Split(channel.Key, "\n")[0]
+	// 创建进度回调函数
+	progressCallback := func(progress ollama.OllamaPullResponse) {
+		data, _ := json.Marshal(progress)
+		fmt.Fprintf(c.Writer, "data: %s\n\n", string(data))
+		c.Writer.Flush()
+	}
+	// 执行拉取
+	err = ollama.PullOllamaModelStream(baseURL, key, req.ModelName, progressCallback)
+	if err != nil {
+		errorData, _ := json.Marshal(gin.H{
+			"error": err.Error(),
+		})
+		fmt.Fprintf(c.Writer, "data: %s\n\n", string(errorData))
+	} else {
+		successData, _ := json.Marshal(gin.H{
+			"message": fmt.Sprintf("Model %s pulled successfully", req.ModelName),
+		})
+		fmt.Fprintf(c.Writer, "data: %s\n\n", string(successData))
+	}
+	// 发送结束标志
+	fmt.Fprintf(c.Writer, "data: [DONE]\n\n")
+	c.Writer.Flush()
+}
+// OllamaDeleteModel 删除 Ollama 模型
+func OllamaDeleteModel(c *gin.Context) {
+	var req struct {
+		ChannelID int    `json:"channel_id"`
+		ModelName string `json:"model_name"`
+	}
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Invalid request parameters",
+		})
+		return
+	}
+	if req.ChannelID == 0 || req.ModelName == "" {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Channel ID and model name are required",
+		})
+		return
+	}
+	// 获取渠道信息
+	channel, err := model.GetChannelById(req.ChannelID, true)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{
+			"success": false,
+			"message": "Channel not found",
+		})
+		return
+	}
+	// 检查是否是 Ollama 渠道
+	if channel.Type != constant.ChannelTypeOllama {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "This operation is only supported for Ollama channels",
+		})
+		return
+	}
+	baseURL := constant.ChannelBaseURLs[channel.Type]
+	if channel.GetBaseURL() != "" {
+		baseURL = channel.GetBaseURL()
+	}
+	key := strings.Split(channel.Key, "\n")[0]
+	err = ollama.DeleteOllamaModel(baseURL, key, req.ModelName)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{
+			"success": false,
+			"message": fmt.Sprintf("Failed to delete model: %s", err.Error()),
+		})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{
+		"success": true,
+		"message": fmt.Sprintf("Model %s deleted successfully", req.ModelName),
+	})
+}
+// OllamaVersion 获取 Ollama 服务版本信息
+func OllamaVersion(c *gin.Context) {
+	id, err := strconv.Atoi(c.Param("id"))
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "Invalid channel id",
+		})
+		return
+	}
+	channel, err := model.GetChannelById(id, true)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{
+			"success": false,
+			"message": "Channel not found",
+		})
+		return
+	}
+	if channel.Type != constant.ChannelTypeOllama {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"success": false,
+			"message": "This operation is only supported for Ollama channels",
+		})
+		return
+	}
+	baseURL := constant.ChannelBaseURLs[channel.Type]
+	if channel.GetBaseURL() != "" {
+		baseURL = channel.GetBaseURL()
+	}
+	key := strings.Split(channel.Key, "\n")[0]
+	version, err := ollama.FetchOllamaVersion(baseURL, key)
+	if err != nil {
+		c.JSON(http.StatusOK, gin.H{
+			"success": false,
+			"message": fmt.Sprintf("获取Ollama版本失败: %s", err.Error()),
+		})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{
+		"success": true,
+		"data": gin.H{
+			"version": version,
+		},
+	})
+}
--- a/controller/deployment.go
+++ b/controller/deployment.go
--- a/controller/discord.go
+++ b/controller/discord.go
@@ -114,7 +114,7 @@ func DiscordOAuth(c *gin.Context) {
 		DiscordBind(c)
 		return
 	}
-		if !system_setting.GetDiscordSettings().Enabled {
+	if !system_setting.GetDiscordSettings().Enabled {
 		c.JSON(http.StatusOK, gin.H{
 			"success": false,
 			"message": "管理员未开启通过 Discord 登录以及注册",

--- a/controller/model.go
+++ b/controller/model.go
@@ -18,6 +18,7 @@ import (
 	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
 	"github.com/QuantumNous/new-api/setting/ratio_setting"
+	"github.com/QuantumNous/new-api/types"
 	"github.com/gin-gonic/gin"
 	"github.com/samber/lo"
 )
@@ -275,7 +276,7 @@ func RetrieveModel(c *gin.Context, modelType int) {
 			c.JSON(200, aiModel)
 		}
 	} else {
-		openAIError := dto.OpenAIError{
+		openAIError := types.OpenAIError{
 			Message: fmt.Sprintf("The model '%s' does not exist", modelId),
 			Type:    "invalid_request_error",
 			Param:   "model",

--- a/controller/model_sync.go
+++ b/controller/model_sync.go
@@ -249,7 +249,9 @@ func ensureVendorID(vendorName string, vendorByName map[string]upstreamVendor, v
 	return 0
 }
-// SyncUpstreamModels 同步上游模型与供应商，仅对「未配置模型」生效
+// SyncUpstreamModels 同步上游模型与供应商：
+// - 默认仅创建「未配置模型」
+// - 可通过 overwrite 选择性覆盖更新本地已有模型的字段（前提：sync_official <> 0）
 func SyncUpstreamModels(c *gin.Context) {
 	var req syncRequest
 	// 允许空体
@@ -260,12 +262,26 @@ func SyncUpstreamModels(c *gin.Context) {
 		c.JSON(http.StatusOK, gin.H{"success": false, "message": err.Error()})
 		return
 	}
-	if len(missing) == 0 {
-		c.JSON(http.StatusOK, gin.H{"success": true, "data": gin.H{
+	// 若既无缺失模型需要创建，也未指定覆盖更新字段，则无需请求上游数据，直接返回
-			"created_models":  0,
+	if len(missing) == 0 && len(req.Overwrite) == 0 {
-			"created_vendors": 0,
+		modelsURL, vendorsURL := getUpstreamURLs(req.Locale)
-			"skipped_models":  []string{},
+		c.JSON(http.StatusOK, gin.H{
-		}})
+			"success": true,
+			"data": gin.H{
+				"created_models":  0,
+				"created_vendors": 0,
+				"updated_models":  0,
+				"skipped_models":  []string{},
+				"created_list":    []string{},
+				"updated_list":    []string{},
+				"source": gin.H{
+					"locale":      req.Locale,
+					"models_url":  modelsURL,
+					"vendors_url": vendorsURL,
+				},
+			},
+		})
 		return
 	}
@@ -315,9 +331,9 @@ func SyncUpstreamModels(c *gin.Context) {
 	createdModels := 0
 	createdVendors := 0
 	updatedModels := 0
-	var skipped []string
+	skipped := make([]string, 0)
-	var createdList []string
+	createdList := make([]string, 0)
-	var updatedList []string
+	updatedList := make([]string, 0)
 	// 本地缓存：vendorName -> id
 	vendorIDCache := make(map[string]int)

--- a/controller/playground.go
+++ b/controller/playground.go
@@ -3,12 +3,10 @@ package controller
 import (
 	"errors"
 	"fmt"
-	"time"
-	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/types"
 	"github.com/gin-gonic/gin"
@@ -31,8 +29,11 @@ func Playground(c *gin.Context) {
 		return
 	}
-	group := common.GetContextKeyString(c, constant.ContextKeyUsingGroup)
+	relayInfo, err := relaycommon.GenRelayInfo(c, types.RelayFormatOpenAI, nil, nil)
-	modelName := c.GetString("original_model")
+	if err != nil {
+		newAPIError = types.NewError(err, types.ErrorCodeInvalidRequest, types.ErrOptionWithSkipRetry())
+		return
+	}
 	userId := c.GetInt("id")
@@ -46,16 +47,10 @@ func Playground(c *gin.Context) {
 	tempToken := &model.Token{
 		UserId: userId,
-		Name:   fmt.Sprintf("playground-%s", group),
+		Name:   fmt.Sprintf("playground-%s", relayInfo.UsingGroup),
-		Group:  group,
+		Group:  relayInfo.UsingGroup,
 	}
 	_ = middleware.SetupContextForToken(c, tempToken)
-	_, newAPIError = getChannel(c, group, modelName, 0)
-	if newAPIError != nil {
-		return
-	}
-	//middleware.SetupContextForSelectedChannel(c, channel, playgroundRequest.Model)
-	common.SetContextKey(c, constant.ContextKeyRequestStartTime, time.Now())
 	Relay(c, types.RelayFormatOpenAI)
 }
--- a/controller/relay.go
+++ b/controller/relay.go
@@ -2,6 +2,7 @@ package controller
 import (
 	"bytes"
+	"errors"
 	"fmt"
 	"io"
 	"log"
@@ -64,8 +65,8 @@ func geminiRelayHandler(c *gin.Context, info *relaycommon.RelayInfo) *types.NewA
 func Relay(c *gin.Context, relayFormat types.RelayFormat) {
 	requestId := c.GetString(common.RequestIdKey)
-	group := common.GetContextKeyString(c, constant.ContextKeyUsingGroup)
+	//group := common.GetContextKeyString(c, constant.ContextKeyUsingGroup)
-	originalModel := common.GetContextKeyString(c, constant.ContextKeyOriginalModel)
+	//originalModel := common.GetContextKeyString(c, constant.ContextKeyOriginalModel)
 	var (
 		newAPIError *types.NewAPIError
@@ -104,7 +105,12 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {
 	request, err := helper.GetAndValidateRequest(c, relayFormat)
 	if err != nil {
-		newAPIError = types.NewError(err, types.ErrorCodeInvalidRequest)
+		// Map "request body too large" to 413 so clients can handle it correctly
+		if common.IsRequestBodyTooLargeError(err) || errors.Is(err, common.ErrRequestBodyTooLarge) {
+			newAPIError = types.NewErrorWithStatusCode(err, types.ErrorCodeReadRequestBodyFailed, http.StatusRequestEntityTooLarge, types.ErrOptionWithSkipRetry())
+		} else {
+			newAPIError = types.NewError(err, types.ErrorCodeInvalidRequest)
+		}
 		return
 	}
@@ -114,9 +120,17 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {
 		return
 	}
-	meta := request.GetTokenCountMeta()
+	needSensitiveCheck := setting.ShouldCheckPromptSensitive()
+	needCountToken := constant.CountToken
+	// Avoid building huge CombineText (strings.Join) when token counting and sensitive check are both disabled.
+	var meta *types.TokenCountMeta
+	if needSensitiveCheck || needCountToken {
+		meta = request.GetTokenCountMeta()
+	} else {
+		meta = fastTokenCountMetaForPricing(request)
+	}
-	if setting.ShouldCheckPromptSensitive() {
+	if needSensitiveCheck && meta != nil {
 		contains, words := service.CheckSensitiveText(meta.CombineText)
 		if contains {
 			logger.LogWarn(c, fmt.Sprintf("user sensitive words detected: %s", strings.Join(words, ", ")))
@@ -157,16 +171,32 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {
 		}
 	}()
-	for i := 0; i <= common.RetryTimes; i++ {
+	retryParam := &service.RetryParam{
-		channel, err := getChannel(c, group, originalModel, i)
+		Ctx:        c,
-		if err != nil {
+		TokenGroup: relayInfo.TokenGroup,
-			logger.LogError(c, err.Error())
+		ModelName:  relayInfo.OriginModelName,
-			newAPIError = err
+		Retry:      common.GetPointer(0),
+	}
+	for ; retryParam.GetRetry() <= common.RetryTimes; retryParam.IncreaseRetry() {
+		channel, channelErr := getChannel(c, relayInfo, retryParam)
+		if channelErr != nil {
+			logger.LogError(c, channelErr.Error())
+			newAPIError = channelErr
 			break
 		}
 		addUsedChannel(c, channel.Id)
-		requestBody, _ := common.GetRequestBody(c)
+		requestBody, bodyErr := common.GetRequestBody(c)
+		if bodyErr != nil {
+			// Ensure consistent 413 for oversized bodies even when error occurs later (e.g., retry path)
+			if common.IsRequestBodyTooLargeError(bodyErr) || errors.Is(bodyErr, common.ErrRequestBodyTooLarge) {
+				newAPIError = types.NewErrorWithStatusCode(bodyErr, types.ErrorCodeReadRequestBodyFailed, http.StatusRequestEntityTooLarge, types.ErrOptionWithSkipRetry())
+			} else {
+				newAPIError = types.NewErrorWithStatusCode(bodyErr, types.ErrorCodeReadRequestBodyFailed, http.StatusBadRequest, types.ErrOptionWithSkipRetry())
+			}
+			break
+		}
 		c.Request.Body = io.NopCloser(bytes.NewBuffer(requestBody))
 		switch relayFormat {
@@ -186,7 +216,7 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {
 		processChannelError(c, *types.NewChannelError(channel.Id, channel.Type, channel.Name, channel.ChannelInfo.IsMultiKey, common.GetContextKeyString(c, constant.ContextKeyChannelKey), channel.GetAutoBan()), newAPIError)
-		if !shouldRetry(c, newAPIError, common.RetryTimes-i) {
+		if !shouldRetry(c, newAPIError, common.RetryTimes-retryParam.GetRetry()) {
 			break
 		}
 	}
@@ -211,8 +241,35 @@ func addUsedChannel(c *gin.Context, channelId int) {
 	c.Set("use_channel", useChannel)
 }
-func getChannel(c *gin.Context, group, originalModel string, retryCount int) (*model.Channel, *types.NewAPIError) {
+func fastTokenCountMetaForPricing(request dto.Request) *types.TokenCountMeta {
-	if retryCount == 0 {
+	if request == nil {
+		return &types.TokenCountMeta{}
+	}
+	meta := &types.TokenCountMeta{
+		TokenType: types.TokenTypeTokenizer,
+	}
+	switch r := request.(type) {
+	case *dto.GeneralOpenAIRequest:
+		if r.MaxCompletionTokens > r.MaxTokens {
+			meta.MaxTokens = int(r.MaxCompletionTokens)
+		} else {
+			meta.MaxTokens = int(r.MaxTokens)
+		}
+	case *dto.OpenAIResponsesRequest:
+		meta.MaxTokens = int(r.MaxOutputTokens)
+	case *dto.ClaudeRequest:
+		meta.MaxTokens = int(r.MaxTokens)
+	case *dto.ImageRequest:
+		// Pricing for image requests depends on ImagePriceRatio; safe to compute even when CountToken is disabled.
+		return r.GetTokenCountMeta()
+	default:
+		// Best-effort: leave CombineText empty to avoid large allocations.
+	}
+	return meta
+}
+func getChannel(c *gin.Context, info *relaycommon.RelayInfo, retryParam *service.RetryParam) (*model.Channel, *types.NewAPIError) {
+	if info.ChannelMeta == nil {
 		autoBan := c.GetBool("auto_ban")
 		autoBanInt := 1
 		if !autoBan {
@@ -225,14 +282,18 @@ func getChannel(c *gin.Context, group, originalModel string, retryCount int) (*m
 			AutoBan: &autoBanInt,
 		}, nil
 	}
-	channel, selectGroup, err := service.CacheGetRandomSatisfiedChannel(c, group, originalModel, retryCount)
+	channel, selectGroup, err := service.CacheGetRandomSatisfiedChannel(retryParam)
+	info.PriceData.GroupRatioInfo = helper.HandleGroupRatio(c, info)
 	if err != nil {
-		return nil, types.NewError(fmt.Errorf("获取分组 %s 下模型 %s 的可用渠道失败（retry）: %s", selectGroup, originalModel, err.Error()), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
+		return nil, types.NewError(fmt.Errorf("获取分组 %s 下模型 %s 的可用渠道失败（retry）: %s", selectGroup, info.OriginModelName, err.Error()), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
 	}
 	if channel == nil {
-		return nil, types.NewError(fmt.Errorf("分组 %s 下模型 %s 的可用渠道不存在（retry）", selectGroup, originalModel), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
+		return nil, types.NewError(fmt.Errorf("分组 %s 下模型 %s 的可用渠道不存在（retry）", selectGroup, info.OriginModelName), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
 	}
-	newAPIError := middleware.SetupContextForSelectedChannel(c, channel, originalModel)
+	newAPIError := middleware.SetupContextForSelectedChannel(c, channel, info.OriginModelName)
 	if newAPIError != nil {
 		return nil, newAPIError
 	}
@@ -366,7 +427,7 @@ func RelayMidjourney(c *gin.Context) {
 }
 func RelayNotImplemented(c *gin.Context) {
-	err := dto.OpenAIError{
+	err := types.OpenAIError{
 		Message: "API not implemented",
 		Type:    "new_api_error",
 		Param:   "",
@@ -378,7 +439,7 @@ func RelayNotImplemented(c *gin.Context) {
 }
 func RelayNotFound(c *gin.Context) {
-	err := dto.OpenAIError{
+	err := types.OpenAIError{
 		Message: fmt.Sprintf("Invalid URL (%s %s)", c.Request.Method, c.Request.URL.Path),
 		Type:    "invalid_request_error",
 		Param:   "",
@@ -392,8 +453,6 @@ func RelayNotFound(c *gin.Context) {
 func RelayTask(c *gin.Context) {
 	retryTimes := common.RetryTimes
 	channelId := c.GetInt("channel_id")
-	group := c.GetString("group")
-	originalModel := c.GetString("original_model")
 	c.Set("use_channel", []string{fmt.Sprintf("%d", channelId)})
 	relayInfo, err := relaycommon.GenRelayInfo(c, types.RelayFormatTask, nil, nil)
 	if err != nil {
@@ -403,8 +462,14 @@ func RelayTask(c *gin.Context) {
 	if taskErr == nil {
 		retryTimes = 0
 	}
-	for i := 0; shouldRetryTaskRelay(c, channelId, taskErr, retryTimes) && i < retryTimes; i++ {
+	retryParam := &service.RetryParam{
-		channel, newAPIError := getChannel(c, group, originalModel, i)
+		Ctx:        c,
+		TokenGroup: relayInfo.TokenGroup,
+		ModelName:  relayInfo.OriginModelName,
+		Retry:      common.GetPointer(0),
+	}
+	for ; shouldRetryTaskRelay(c, channelId, taskErr, retryTimes) && retryParam.GetRetry() < retryTimes; retryParam.IncreaseRetry() {
+		channel, newAPIError := getChannel(c, relayInfo, retryParam)
 		if newAPIError != nil {
 			logger.LogError(c, fmt.Sprintf("CacheGetRandomSatisfiedChannel failed: %s", newAPIError.Error()))
 			taskErr = service.TaskErrorWrapperLocal(newAPIError.Err, "get_channel_failed", http.StatusInternalServerError)
@@ -414,10 +479,18 @@ func RelayTask(c *gin.Context) {
 		useChannel := c.GetStringSlice("use_channel")
 		useChannel = append(useChannel, fmt.Sprintf("%d", channelId))
 		c.Set("use_channel", useChannel)
-		logger.LogInfo(c, fmt.Sprintf("using channel #%d to retry (remain times %d)", channel.Id, i))
+		logger.LogInfo(c, fmt.Sprintf("using channel #%d to retry (remain times %d)", channel.Id, retryParam.GetRetry()))
 		//middleware.SetupContextForSelectedChannel(c, channel, originalModel)
-		requestBody, _ := common.GetRequestBody(c)
+		requestBody, err := common.GetRequestBody(c)
+		if err != nil {
+			if common.IsRequestBodyTooLargeError(err) || errors.Is(err, common.ErrRequestBodyTooLarge) {
+				taskErr = service.TaskErrorWrapperLocal(err, "read_request_body_failed", http.StatusRequestEntityTooLarge)
+			} else {
+				taskErr = service.TaskErrorWrapperLocal(err, "read_request_body_failed", http.StatusBadRequest)
+			}
+			break
+		}
 		c.Request.Body = io.NopCloser(bytes.NewBuffer(requestBody))
 		taskErr = taskRelayHandler(c, relayInfo)
 	}

--- a/controller/task.go
+++ b/controller/task.go
@@ -88,7 +88,7 @@ func UpdateSunoTaskAll(ctx context.Context, taskChannelM map[int][]string, taskM
 	for channelId, taskIds := range taskChannelM {
 		err := updateSunoTaskAll(ctx, channelId, taskIds, taskM)
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("渠道 #%d 更新异步任务失败: %d", channelId, err.Error()))
+			logger.LogError(ctx, fmt.Sprintf("渠道 #%d 更新异步任务失败: %s", channelId, err.Error()))
 		}
 	}
 	return nil
@@ -141,7 +141,7 @@ func updateSunoTaskAll(ctx context.Context, channelId int, taskIds []string, tas
 		return err
 	}
 	if !responseItems.IsSuccess() {
-		common.SysLog(fmt.Sprintf("渠道 #%d 未完成的任务有: %d, 成功获取到任务数: %d", channelId, len(taskIds), string(responseBody)))
+		common.SysLog(fmt.Sprintf("渠道 #%d 未完成的任务有: %d, 成功获取到任务数: %s", channelId, len(taskIds), string(responseBody)))
 		return err
 	}

--- a/controller/token.go
+++ b/controller/token.go
 package controller
 import (
+	"fmt"
 	"net/http"
 	"strconv"
 	"strings"
@@ -149,6 +150,24 @@ func AddToken(c *gin.Context) {
 		})
 		return
 	}
+	// 非无限额度时，检查额度值是否超出有效范围
+	if !token.UnlimitedQuota {
+		if token.RemainQuota < 0 {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": "额度值不能为负数",
+			})
+			return
+		}
+		maxQuotaValue := int((1000000000 * common.QuotaPerUnit))
+		if token.RemainQuota > maxQuotaValue {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": fmt.Sprintf("额度值超出有效范围，最大值为 %d", maxQuotaValue),
+			})
+			return
+		}
+	}
 	key, err := common.GenerateKey()
 	if err != nil {
 		c.JSON(http.StatusOK, gin.H{
@@ -171,6 +190,7 @@ func AddToken(c *gin.Context) {
 		ModelLimits:        token.ModelLimits,
 		AllowIps:           token.AllowIps,
 		Group:              token.Group,
+		CrossGroupRetry:    token.CrossGroupRetry,
 	}
 	err = cleanToken.Insert()
 	if err != nil {
@@ -215,6 +235,23 @@ func UpdateToken(c *gin.Context) {
 		})
 		return
 	}
+	if !token.UnlimitedQuota {
+		if token.RemainQuota < 0 {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": "额度值不能为负数",
+			})
+			return
+		}
+		maxQuotaValue := int((1000000000 * common.QuotaPerUnit))
+		if token.RemainQuota > maxQuotaValue {
+			c.JSON(http.StatusOK, gin.H{
+				"success": false,
+				"message": fmt.Sprintf("额度值超出有效范围，最大值为 %d", maxQuotaValue),
+			})
+			return
+		}
+	}
 	cleanToken, err := model.GetTokenByIds(token.Id, userId)
 	if err != nil {
 		common.ApiError(c, err)
@@ -248,6 +285,7 @@ func UpdateToken(c *gin.Context) {
 		cleanToken.ModelLimits = token.ModelLimits
 		cleanToken.AllowIps = token.AllowIps
 		cleanToken.Group = token.Group
+		cleanToken.CrossGroupRetry = token.CrossGroupRetry
 	}
 	err = cleanToken.Update()
 	if err != nil {
@@ -259,7 +297,6 @@ func UpdateToken(c *gin.Context) {
 		"message": "",
 		"data":    cleanToken,
 	})
-	return
 }
 type TokenBatch struct {

--- a/controller/topup_creem.go
+++ b/controller/topup_creem.go
@@ -7,12 +7,12 @@ import (
 	"encoding/hex"
 	"encoding/json"
 	"fmt"
-	"io"
-	"log"
-	"net/http"
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/setting"
+	"io"
+	"log"
+	"net/http"
 	"time"
 	"github.com/gin-gonic/gin"

--- a/controller/user.go
+++ b/controller/user.go
@@ -110,18 +110,17 @@ func setupLogin(user *model.User, c *gin.Context) {
 		})
 		return
 	}
-	cleanUser := model.User{
-		Id:          user.Id,
-		Username:    user.Username,
-		DisplayName: user.DisplayName,
-		Role:        user.Role,
-		Status:      user.Status,
-		Group:       user.Group,
-	}
 	c.JSON(http.StatusOK, gin.H{
 		"message": "",
 		"success": true,
-		"data":    cleanUser,
+		"data": map[string]any{
+			"id":           user.Id,
+			"username":     user.Username,
+			"display_name": user.DisplayName,
+			"role":         user.Role,
+			"status":       user.Status,
+			"group":        user.Group,
+		},
 	})
 }
@@ -764,7 +763,10 @@ func checkUpdatePassword(originalPassword string, newPassword string, userId int
 	if err != nil {
 		return
 	}
-	if !common.ValidatePasswordAndHash(originalPassword, currentUser.Password) {
+	// 密码不为空,需要验证原密码
+	// 支持第一次账号绑定时原密码为空的情况
+	if !common.ValidatePasswordAndHash(originalPassword, currentUser.Password) && currentUser.Password != "" {
 		err = fmt.Errorf("原密码错误")
 		return
 	}

--- a/docs/ionet-client.md
+++ b/docs/ionet-client.md
+Request URL
+https://api.io.solutions/v1/io-cloud/clusters/654fc0a9-0d4a-4db4-9b95-3f56189348a2/update-name
+Request Method
+PUT
+{"status":"succeeded","message":"Cluster name updated successfully"}
--- a/dto/audio.go
+++ b/dto/audio.go
@@ -2,6 +2,7 @@ package dto
 import (
 	"encoding/json"
+	"strings"
 	"github.com/QuantumNous/new-api/types"
@@ -24,11 +25,14 @@ func (r *AudioRequest) GetTokenCountMeta() *types.TokenCountMeta {
 		CombineText: r.Input,
 		TokenType:   types.TokenTypeTextNumber,
 	}
+	if strings.Contains(r.Model, "gpt") {
+		meta.TokenType = types.TokenTypeTokenizer
+	}
 	return meta
 }
 func (r *AudioRequest) IsStream(c *gin.Context) bool {
-	return false
+	return r.StreamFormat == "sse"
 }
 func (r *AudioRequest) SetModelName(modelName string) {

--- a/dto/error.go
+++ b/dto/error.go
 package dto
-import "github.com/QuantumNous/new-api/types"
+import (
+	"encoding/json"
-type OpenAIError struct {
+	"github.com/QuantumNous/new-api/common"
-	Message string `json:"message"`
+	"github.com/QuantumNous/new-api/types"
-	Type    string `json:"type"`
+)
-	Param   string `json:"param"`
-	Code    any    `json:"code"`
+//type OpenAIError struct {
-}
+//	Message string `json:"message"`
+//	Type    string `json:"type"`
+//	Param   string `json:"param"`
+//	Code    any    `json:"code"`
+//}
 type OpenAIErrorWithStatusCode struct {
-	Error      OpenAIError `json:"error"`
+	Error      types.OpenAIError `json:"error"`
-	StatusCode int         `json:"status_code"`
+	StatusCode int               `json:"status_code"`
 	LocalError bool
 }
 type GeneralErrorResponse struct {
-	Error    types.OpenAIError `json:"error"`
+	Error    json.RawMessage `json:"error"`
-	Message  string            `json:"message"`
+	Message  string          `json:"message"`
-	Msg      string            `json:"msg"`
+	Msg      string          `json:"msg"`
-	Err      string            `json:"err"`
+	Err      string          `json:"err"`
-	ErrorMsg string            `json:"error_msg"`
+	ErrorMsg string          `json:"error_msg"`
+	Metadata json.RawMessage   `json:"metadata,omitempty"`
 	Header   struct {
 		Message string `json:"message"`
 	} `json:"header"`
@@ -31,9 +37,35 @@ type GeneralErrorResponse struct {
 	} `json:"response"`
 }
+func (e GeneralErrorResponse) TryToOpenAIError() *types.OpenAIError {
+	var openAIError types.OpenAIError
+	if len(e.Error) > 0 {
+		err := common.Unmarshal(e.Error, &openAIError)
+		if err == nil && openAIError.Message != "" {
+			return &openAIError
+		}
+	}
+	return nil
+}
 func (e GeneralErrorResponse) ToMessage() string {
-	if e.Error.Message != "" {
+	if len(e.Error) > 0 {
-		return e.Error.Message
+		switch common.GetJsonType(e.Error) {
+		case "object":
+			var openAIError types.OpenAIError
+			err := common.Unmarshal(e.Error, &openAIError)
+			if err == nil && openAIError.Message != "" {
+				return openAIError.Message
+			}
+		case "string":
+			var msg string
+			err := common.Unmarshal(e.Error, &msg)
+			if err == nil && msg != "" {
+				return msg
+			}
+		default:
+			return string(e.Error)
+		}
 	}
 	if e.Message != "" {
 		return e.Message

--- a/dto/gemini.go
+++ b/dto/gemini.go
@@ -22,6 +22,27 @@ type GeminiChatRequest struct {
 	CachedContent      string                     `json:"cachedContent,omitempty"`
 }
+// UnmarshalJSON allows GeminiChatRequest to accept both snake_case and camelCase fields.
+func (r *GeminiChatRequest) UnmarshalJSON(data []byte) error {
+	type Alias GeminiChatRequest
+	var aux struct {
+		Alias
+		SystemInstructionSnake *GeminiChatContent `json:"system_instruction,omitempty"`
+	}
+	if err := common.Unmarshal(data, &aux); err != nil {
+		return err
+	}
+	*r = GeminiChatRequest(aux.Alias)
+	if aux.SystemInstructionSnake != nil {
+		r.SystemInstructions = aux.SystemInstructionSnake
+	}
+	return nil
+}
 type ToolConfig struct {
 	FunctionCallingConfig *FunctionCallingConfig `json:"functionCallingConfig,omitempty"`
 	RetrievalConfig       *RetrievalConfig       `json:"retrievalConfig,omitempty"`

--- a/dto/openai_image.go
+++ b/dto/openai_image.go
@@ -167,9 +167,9 @@ func (i *ImageRequest) SetModelName(modelName string) {
 }
 type ImageResponse struct {
-	Data    []ImageData `json:"data"`
+	Data     []ImageData     `json:"data"`
-	Created int64       `json:"created"`
+	Created  int64           `json:"created"`
-	Extra   any         `json:"extra,omitempty"`
+	Metadata json.RawMessage `json:"metadata,omitempty"`
 }
 type ImageData struct {
 	Url           string `json:"url"`

--- a/dto/openai_request.go
+++ b/dto/openai_request.go
@@ -23,6 +23,8 @@ type FormatJsonSchema struct {
 	Strict      json.RawMessage `json:"strict,omitempty"`
 }
+// GeneralOpenAIRequest represents a general request structure for OpenAI-compatible APIs.
+// 参数增加规范：无引用的参数必须使用json.RawMessage类型，并添加omitempty标签
 type GeneralOpenAIRequest struct {
 	Model               string            `json:"model,omitempty"`
 	Messages            []Message         `json:"messages,omitempty"`
@@ -82,8 +84,9 @@ type GeneralOpenAIRequest struct {
 	Reasoning json.RawMessage `json:"reasoning,omitempty"`
 	// Ali Qwen Params
 	VlHighResolutionImages json.RawMessage `json:"vl_high_resolution_images,omitempty"`
-	EnableThinking         any             `json:"enable_thinking,omitempty"`
+	EnableThinking         json.RawMessage `json:"enable_thinking,omitempty"`
 	ChatTemplateKwargs     json.RawMessage `json:"chat_template_kwargs,omitempty"`
+	EnableSearch           json.RawMessage `json:"enable_search,omitempty"`
 	// ollama Params
 	Think json.RawMessage `json:"think,omitempty"`
 	// baidu v2

--- a/go.mod
+++ b/go.mod
@@ -27,6 +27,7 @@ require (
 	github.com/golang-jwt/jwt/v5 v5.3.0
 	github.com/google/uuid v1.6.0
 	github.com/gorilla/websocket v1.5.0
+	github.com/grafana/pyroscope-go v1.2.7
 	github.com/jfreymuth/oggvorbis v1.0.5
 	github.com/jinzhu/copier v0.4.0
 	github.com/joho/godotenv v1.5.1
@@ -36,6 +37,7 @@ require (
 	github.com/samber/lo v1.52.0
 	github.com/shirou/gopsutil v3.21.11+incompatible
 	github.com/shopspring/decimal v1.4.0
+	github.com/stretchr/testify v1.11.1
 	github.com/stripe/stripe-go/v81 v81.4.0
 	github.com/tcolgate/mp3 v0.0.0-20170426193717-e79c5a46d300
 	github.com/thanhpk/randstr v1.0.6
@@ -62,6 +64,7 @@ require (
 	github.com/bytedance/sonic/loader v0.3.0 // indirect
 	github.com/cespare/xxhash/v2 v2.3.0 // indirect
 	github.com/cloudwego/base64x v0.1.6 // indirect
+	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
 	github.com/dlclark/regexp2 v1.11.5 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
@@ -77,11 +80,11 @@ require (
 	github.com/go-sql-driver/mysql v1.7.0 // indirect
 	github.com/go-webauthn/x v0.1.25 // indirect
 	github.com/goccy/go-json v0.10.2 // indirect
-	github.com/google/go-cmp v0.6.0 // indirect
 	github.com/google/go-tpm v0.9.5 // indirect
 	github.com/gorilla/context v1.1.1 // indirect
 	github.com/gorilla/securecookie v1.1.1 // indirect
 	github.com/gorilla/sessions v1.2.1 // indirect
+	github.com/grafana/pyroscope-go/godeltaprof v0.1.9 // indirect
 	github.com/icza/bitio v1.1.0 // indirect
 	github.com/jackc/pgpassfile v1.0.0 // indirect
 	github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect
@@ -91,6 +94,7 @@ require (
 	github.com/jinzhu/inflection v1.0.0 // indirect
 	github.com/jinzhu/now v1.1.5 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/klauspost/compress v1.17.8 // indirect
 	github.com/klauspost/cpuid/v2 v2.3.0 // indirect
 	github.com/leodido/go-urn v1.4.0 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
@@ -101,7 +105,9 @@ require (
 	github.com/modern-go/reflect2 v1.0.2 // indirect
 	github.com/ncruces/go-strftime v0.1.9 // indirect
 	github.com/pelletier/go-toml/v2 v2.2.1 // indirect
+	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
+	github.com/stretchr/objx v0.5.2 // indirect
 	github.com/tidwall/match v1.1.1 // indirect
 	github.com/tidwall/pretty v1.2.0 // indirect
 	github.com/tklauser/go-sysconf v0.3.12 // indirect

--- a/go.sum
+++ b/go.sum
--- a/main.go
+++ b/main.go
@@ -124,6 +124,11 @@ func main() {
 		common.SysLog("pprof enabled")
 	}
+	err = common.StartPyroScope()
+	if err != nil {
+		common.SysError(fmt.Sprintf("start pyroscope error : %v", err))
+	}
 	// Initialize HTTP server
 	server := gin.New()
 	server.Use(gin.CustomRecovery(func(c *gin.Context, err any) {
@@ -183,6 +188,7 @@ func InjectUmamiAnalytics() {
 		analyticsInjectBuilder.WriteString(umamiSiteID)
 		analyticsInjectBuilder.WriteString("\"></script>")
 	}
+	analyticsInjectBuilder.WriteString("<!--Umami QuantumNous-->\n")
 	analyticsInject := analyticsInjectBuilder.String()
 	indexPage = bytes.ReplaceAll(indexPage, []byte("<!--umami-->\n"), []byte(analyticsInject))
 }
@@ -204,6 +210,7 @@ func InjectGoogleAnalytics() {
 		analyticsInjectBuilder.WriteString("');")
 		analyticsInjectBuilder.WriteString("</script>")
 	}
+	analyticsInjectBuilder.WriteString("<!--Google Analytics QuantumNous-->\n")
 	analyticsInject := analyticsInjectBuilder.String()
 	indexPage = bytes.ReplaceAll(indexPage, []byte("<!--Google Analytics-->\n"), []byte(analyticsInject))
 }

--- a/middleware/auth.go
+++ b/middleware/auth.go
@@ -2,12 +2,14 @@ package middleware
 import (
 	"fmt"
+	"net"
 	"net/http"
 	"strconv"
 	"strings"
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting/ratio_setting"
@@ -216,10 +218,14 @@ func TokenAuth() func(c *gin.Context) {
 		}
 		key := c.Request.Header.Get("Authorization")
 		parts := make([]string, 0)
-		key = strings.TrimPrefix(key, "Bearer ")
+		if strings.HasPrefix(key, "Bearer ") || strings.HasPrefix(key, "bearer ") {
+			key = strings.TrimSpace(key[7:])
+		}
 		if key == "" || key == "midjourney-proxy" {
 			key = c.Request.Header.Get("mj-api-secret")
-			key = strings.TrimPrefix(key, "Bearer ")
+			if strings.HasPrefix(key, "Bearer ") || strings.HasPrefix(key, "bearer ") {
+				key = strings.TrimSpace(key[7:])
+			}
 			key = strings.TrimPrefix(key, "sk-")
 			parts = strings.Split(key, "-")
 			key = parts[0]
@@ -240,13 +246,20 @@ func TokenAuth() func(c *gin.Context) {
 			return
 		}
-		allowIpsMap := token.GetIpLimitsMap()
+		allowIps := token.GetIpLimits()
-		if len(allowIpsMap) != 0 {
+		if len(allowIps) > 0 {
 			clientIp := c.ClientIP()
-			if _, ok := allowIpsMap[clientIp]; !ok {
+			logger.LogDebug(c, "Token has IP restrictions, checking client IP %s", clientIp)
+			ip := net.ParseIP(clientIp)
+			if ip == nil {
+				abortWithOpenAiMessage(c, http.StatusForbidden, "无法解析客户端 IP 地址")
+				return
+			}
+			if common.IsIpInCIDRList(ip, allowIps) == false {
 				abortWithOpenAiMessage(c, http.StatusForbidden, "您的 IP 不在令牌允许访问的列表中")
 				return
 			}
+			logger.LogDebug(c, "Client IP %s passed the token IP restrictions check", clientIp)
 		}
 		userCache, err := model.GetUserCache(token.UserId)
@@ -307,7 +320,8 @@ func SetupContextForToken(c *gin.Context, token *model.Token, parts ...string) e
 	} else {
 		c.Set("token_model_limit_enabled", false)
 	}
-	c.Set("token_group", token.Group)
+	common.SetContextKey(c, constant.ContextKeyTokenGroup, token.Group)
+	common.SetContextKey(c, constant.ContextKeyTokenCrossGroupRetry, token.CrossGroupRetry)
 	if len(parts) > 1 {
 		if model.IsAdmin(token.UserId) {
 			c.Set("specific_channel_id", parts[1])

--- a/middleware/distributor.go
+++ b/middleware/distributor.go
@@ -97,7 +97,12 @@ func Distribute() func(c *gin.Context) {
 						common.SetContextKey(c, constant.ContextKeyUsingGroup, usingGroup)
 					}
 				}
-				channel, selectGroup, err = service.CacheGetRandomSatisfiedChannel(c, usingGroup, modelRequest.Model, 0)
+				channel, selectGroup, err = service.CacheGetRandomSatisfiedChannel(&service.RetryParam{
+					Ctx:        c,
+					ModelName:  modelRequest.Model,
+					TokenGroup: usingGroup,
+					Retry:      common.GetPointer(0),
+				})
 				if err != nil {
 					showGroup := usingGroup
 					if usingGroup == "auto" {
@@ -157,7 +162,7 @@ func getModelRequest(c *gin.Context) (*ModelRequest, bool, error) {
 			}
 			midjourneyModel, mjErr, success := service.GetMjRequestModel(relayMode, &midjourneyRequest)
 			if mjErr != nil {
-				return nil, false, fmt.Errorf(mjErr.Description)
+				return nil, false, fmt.Errorf("%s", mjErr.Description)
 			}
 			if midjourneyModel == "" {
 				if !success {

--- a/middleware/gzip.go
+++ b/middleware/gzip.go
@@ -5,32 +5,69 @@ import (
 	"io"
 	"net/http"
+	"github.com/QuantumNous/new-api/constant"
 	"github.com/andybalholm/brotli"
 	"github.com/gin-gonic/gin"
 )
+type readCloser struct {
+	io.Reader
+	closeFn func() error
+}
+func (rc *readCloser) Close() error {
+	if rc.closeFn != nil {
+		return rc.closeFn()
+	}
+	return nil
+}
 func DecompressRequestMiddleware() gin.HandlerFunc {
 	return func(c *gin.Context) {
 		if c.Request.Body == nil || c.Request.Method == http.MethodGet {
 			c.Next()
 			return
 		}
+		maxMB := constant.MaxRequestBodyMB
+		if maxMB <= 0 {
+			maxMB = 32
+		}
+		maxBytes := int64(maxMB) << 20
+		origBody := c.Request.Body
+		wrapMaxBytes := func(body io.ReadCloser) io.ReadCloser {
+			return http.MaxBytesReader(c.Writer, body, maxBytes)
+		}
 		switch c.GetHeader("Content-Encoding") {
 		case "gzip":
-			gzipReader, err := gzip.NewReader(c.Request.Body)
+			gzipReader, err := gzip.NewReader(origBody)
 			if err != nil {
+				_ = origBody.Close()
 				c.AbortWithStatus(http.StatusBadRequest)
 				return
 			}
-			defer gzipReader.Close()
+			// Replace the request body with the decompressed data, and enforce a max size (post-decompression).
+			c.Request.Body = wrapMaxBytes(&readCloser{
-			// Replace the request body with the decompressed data
+				Reader: gzipReader,
-			c.Request.Body = io.NopCloser(gzipReader)
+				closeFn: func() error {
+					_ = gzipReader.Close()
+					return origBody.Close()
+				},
+			})
 			c.Request.Header.Del("Content-Encoding")
 		case "br":
-			reader := brotli.NewReader(c.Request.Body)
+			reader := brotli.NewReader(origBody)
-			c.Request.Body = io.NopCloser(reader)
+			c.Request.Body = wrapMaxBytes(&readCloser{
+				Reader: reader,
+				closeFn: func() error {
+					return origBody.Close()
+				},
+			})
 			c.Request.Header.Del("Content-Encoding")
+		default:
+			// Even for uncompressed bodies, enforce a max size to avoid huge request allocations.
+			c.Request.Body = wrapMaxBytes(origBody)
 		}
 		// Continue processing the request

--- a/model/channel.go
+++ b/model/channel.go
@@ -254,6 +254,9 @@ func (channel *Channel) Save() error {
 }
 func (channel *Channel) SaveWithoutKey() error {
+	if channel.Id == 0 {
+		return errors.New("channel ID is 0")
+	}
 	return DB.Omit("key").Save(channel).Error
 }

--- a/model/main.go
+++ b/model/main.go
@@ -248,26 +248,26 @@ func InitLogDB() (err error) {
 }
 func migrateDB() error {
-	err := DB.AutoMigrate(
+    err := DB.AutoMigrate(
-		&Channel{},
+        &Channel{},
-		&Token{},
+        &Token{},
-		&User{},
+        &User{},
-		&PasskeyCredential{},
+        &PasskeyCredential{},
 		&Option{},
-		&Redemption{},
+        &Redemption{},
-		&Ability{},
+        &Ability{},
-		&Log{},
+        &Log{},
-		&Midjourney{},
+        &Midjourney{},
-		&TopUp{},
+        &TopUp{},
-		&QuotaData{},
+        &QuotaData{},
-		&Task{},
+        &Task{},
-		&Model{},
+        &Model{},
-		&Vendor{},
+        &Vendor{},
-		&PrefillGroup{},
+        &PrefillGroup{},
-		&Setup{},
+        &Setup{},
-		&TwoFA{},
+        &TwoFA{},
-		&TwoFABackupCode{},
+        &TwoFABackupCode{},
-	)
+    )
 	if err != nil {
 		return err
 	}
@@ -278,29 +278,29 @@ func migrateDBFast() error {
 	var wg sync.WaitGroup
-	migrations := []struct {
+    migrations := []struct {
-		model interface{}
+        model interface{}
-		name  string
+        name  string
-	}{
+    }{
-		{&Channel{}, "Channel"},
+        {&Channel{}, "Channel"},
-		{&Token{}, "Token"},
+        {&Token{}, "Token"},
-		{&User{}, "User"},
+        {&User{}, "User"},
-		{&PasskeyCredential{}, "PasskeyCredential"},
+        {&PasskeyCredential{}, "PasskeyCredential"},
 		{&Option{}, "Option"},
-		{&Redemption{}, "Redemption"},
+        {&Redemption{}, "Redemption"},
-		{&Ability{}, "Ability"},
+        {&Ability{}, "Ability"},
-		{&Log{}, "Log"},
+        {&Log{}, "Log"},
-		{&Midjourney{}, "Midjourney"},
+        {&Midjourney{}, "Midjourney"},
-		{&TopUp{}, "TopUp"},
+        {&TopUp{}, "TopUp"},
-		{&QuotaData{}, "QuotaData"},
+        {&QuotaData{}, "QuotaData"},
-		{&Task{}, "Task"},
+        {&Task{}, "Task"},
-		{&Model{}, "Model"},
+        {&Model{}, "Model"},
-		{&Vendor{}, "Vendor"},
+        {&Vendor{}, "Vendor"},
-		{&PrefillGroup{}, "PrefillGroup"},
+        {&PrefillGroup{}, "PrefillGroup"},
-		{&Setup{}, "Setup"},
+        {&Setup{}, "Setup"},
-		{&TwoFA{}, "TwoFA"},
+        {&TwoFA{}, "TwoFA"},
-		{&TwoFABackupCode{}, "TwoFABackupCode"},
+        {&TwoFABackupCode{}, "TwoFABackupCode"},
-	}
+    }
 	// 动态计算migration数量，确保errChan缓冲区足够大
 	errChan := make(chan error, len(migrations))

--- a/model/token.go
+++ b/model/token.go
@@ -6,7 +6,6 @@ import (
 	"strings"
 	"github.com/QuantumNous/new-api/common"
 	"github.com/bytedance/gopkg/util/gopool"
 	"gorm.io/gorm"
 )
@@ -27,6 +26,7 @@ type Token struct {
 	AllowIps           *string        `json:"allow_ips" gorm:"default:''"`
 	UsedQuota          int            `json:"used_quota" gorm:"default:0"` // used quota
 	Group              string         `json:"group" gorm:"default:''"`
+	CrossGroupRetry    bool           `json:"cross_group_retry" gorm:"default:false"` // 跨分组重试，仅auto分组有效
 	DeletedAt          gorm.DeletedAt `gorm:"index"`
 }
@@ -34,26 +34,26 @@ func (token *Token) Clean() {
 	token.Key = ""
 }
-func (token *Token) GetIpLimitsMap() map[string]any {
+func (token *Token) GetIpLimits() []string {
 	// delete empty spaces
 	//split with \n
-	ipLimitsMap := make(map[string]any)
+	ipLimits := make([]string, 0)
 	if token.AllowIps == nil {
-		return ipLimitsMap
+		return ipLimits
 	}
 	cleanIps := strings.ReplaceAll(*token.AllowIps, " ", "")
 	if cleanIps == "" {
-		return ipLimitsMap
+		return ipLimits
 	}
 	ips := strings.Split(cleanIps, "\n")
 	for _, ip := range ips {
 		ip = strings.TrimSpace(ip)
 		ip = strings.ReplaceAll(ip, ",", "")
-		if common.IsIP(ip) {
+		if ip != "" {
-			ipLimitsMap[ip] = true
+			ipLimits = append(ipLimits, ip)
 		}
 	}
-	return ipLimitsMap
+	return ipLimits
 }
 func GetAllUserTokens(userId int, startIdx int, num int) ([]*Token, error) {
@@ -112,7 +112,12 @@ func ValidateUserToken(key string) (token *Token, err error) {
 		}
 		return token, nil
 	}
-	return nil, errors.New("无效的令牌")
+	common.SysLog("ValidateUserToken: failed to get token: " + err.Error())
+	if errors.Is(err, gorm.ErrRecordNotFound) {
+		return nil, errors.New("无效的令牌")
+	} else {
+		return nil, errors.New("无效的令牌，数据库查询出错，请联系管理员")
+	}
 }
 func GetTokenByIds(id int, userId int) (*Token, error) {
@@ -185,7 +190,7 @@ func (token *Token) Update() (err error) {
 		}
 	}()
 	err = DB.Model(token).Select("name", "status", "expired_time", "remain_quota", "unlimited_quota",
-		"model_limits_enabled", "model_limits", "allow_ips", "group").Updates(token).Error
+		"model_limits_enabled", "model_limits", "allow_ips", "group", "cross_group_retry").Updates(token).Error
 	return err
 }

--- a/pkg/ionet/client.go
+++ b/pkg/ionet/client.go
+package ionet
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/url"
+	"strconv"
+	"time"
+)
+const (
+	DefaultEnterpriseBaseURL = "https://api.io.solutions/enterprise/v1/io-cloud/caas"
+	DefaultBaseURL           = "https://api.io.solutions/v1/io-cloud/caas"
+	DefaultTimeout           = 30 * time.Second
+)
+// DefaultHTTPClient is the default HTTP client implementation
+type DefaultHTTPClient struct {
+	client *http.Client
+}
+// NewDefaultHTTPClient creates a new default HTTP client
+func NewDefaultHTTPClient(timeout time.Duration) *DefaultHTTPClient {
+	return &DefaultHTTPClient{
+		client: &http.Client{
+			Timeout: timeout,
+		},
+	}
+}
+// Do executes an HTTP request
+func (c *DefaultHTTPClient) Do(req *HTTPRequest) (*HTTPResponse, error) {
+	httpReq, err := http.NewRequest(req.Method, req.URL, bytes.NewReader(req.Body))
+	if err != nil {
+		return nil, fmt.Errorf("failed to create HTTP request: %w", err)
+	}
+	// Set headers
+	for key, value := range req.Headers {
+		httpReq.Header.Set(key, value)
+	}
+	resp, err := c.client.Do(httpReq)
+	if err != nil {
+		return nil, fmt.Errorf("HTTP request failed: %w", err)
+	}
+	defer resp.Body.Close()
+	// Read response body
+	var body bytes.Buffer
+	_, err = body.ReadFrom(resp.Body)
+	if err != nil {
+		return nil, fmt.Errorf("failed to read response body: %w", err)
+	}
+	// Convert headers
+	headers := make(map[string]string)
+	for key, values := range resp.Header {
+		if len(values) > 0 {
+			headers[key] = values[0]
+		}
+	}
+	return &HTTPResponse{
+		StatusCode: resp.StatusCode,
+		Headers:    headers,
+		Body:       body.Bytes(),
+	}, nil
+}
+// NewEnterpriseClient creates a new IO.NET API client targeting the enterprise API base URL.
+func NewEnterpriseClient(apiKey string) *Client {
+	return NewClientWithConfig(apiKey, DefaultEnterpriseBaseURL, nil)
+}
+// NewClient creates a new IO.NET API client targeting the public API base URL.
+func NewClient(apiKey string) *Client {
+	return NewClientWithConfig(apiKey, DefaultBaseURL, nil)
+}
+// NewClientWithConfig creates a new IO.NET API client with custom configuration
+func NewClientWithConfig(apiKey, baseURL string, httpClient HTTPClient) *Client {
+	if baseURL == "" {
+		baseURL = DefaultBaseURL
+	}
+	if httpClient == nil {
+		httpClient = NewDefaultHTTPClient(DefaultTimeout)
+	}
+	return &Client{
+		BaseURL:    baseURL,
+		APIKey:     apiKey,
+		HTTPClient: httpClient,
+	}
+}
+// makeRequest performs an HTTP request and handles common response processing
+func (c *Client) makeRequest(method, endpoint string, body interface{}) (*HTTPResponse, error) {
+	var reqBody []byte
+	var err error
+	if body != nil {
+		reqBody, err = json.Marshal(body)
+		if err != nil {
+			return nil, fmt.Errorf("failed to marshal request body: %w", err)
+		}
+	}
+	headers := map[string]string{
+		"X-API-KEY":    c.APIKey,
+		"Content-Type": "application/json",
+	}
+	req := &HTTPRequest{
+		Method:  method,
+		URL:     c.BaseURL + endpoint,
+		Headers: headers,
+		Body:    reqBody,
+	}
+	resp, err := c.HTTPClient.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("request failed: %w", err)
+	}
+	// Handle API errors
+	if resp.StatusCode >= 400 {
+		var apiErr APIError
+		if len(resp.Body) > 0 {
+			// Try to parse the actual error format: {"detail": "message"}
+			var errorResp struct {
+				Detail string `json:"detail"`
+			}
+			if err := json.Unmarshal(resp.Body, &errorResp); err == nil && errorResp.Detail != "" {
+				apiErr = APIError{
+					Code:    resp.StatusCode,
+					Message: errorResp.Detail,
+				}
+			} else {
+				// Fallback: use raw body as details
+				apiErr = APIError{
+					Code:    resp.StatusCode,
+					Message: fmt.Sprintf("API request failed with status %d", resp.StatusCode),
+					Details: string(resp.Body),
+				}
+			}
+		} else {
+			apiErr = APIError{
+				Code:    resp.StatusCode,
+				Message: fmt.Sprintf("API request failed with status %d", resp.StatusCode),
+			}
+		}
+		return nil, &apiErr
+	}
+	return resp, nil
+}
+// buildQueryParams builds query parameters for GET requests
+func buildQueryParams(params map[string]interface{}) string {
+	if len(params) == 0 {
+		return ""
+	}
+	values := url.Values{}
+	for key, value := range params {
+		if value == nil {
+			continue
+		}
+		switch v := value.(type) {
+		case string:
+			if v != "" {
+				values.Add(key, v)
+			}
+		case int:
+			if v != 0 {
+				values.Add(key, strconv.Itoa(v))
+			}
+		case int64:
+			if v != 0 {
+				values.Add(key, strconv.FormatInt(v, 10))
+			}
+		case float64:
+			if v != 0 {
+				values.Add(key, strconv.FormatFloat(v, 'f', -1, 64))
+			}
+		case bool:
+			values.Add(key, strconv.FormatBool(v))
+		case time.Time:
+			if !v.IsZero() {
+				values.Add(key, v.Format(time.RFC3339))
+			}
+		case *time.Time:
+			if v != nil && !v.IsZero() {
+				values.Add(key, v.Format(time.RFC3339))
+			}
+		case []int:
+			if len(v) > 0 {
+				if encoded, err := json.Marshal(v); err == nil {
+					values.Add(key, string(encoded))
+				}
+			}
+		case []string:
+			if len(v) > 0 {
+				if encoded, err := json.Marshal(v); err == nil {
+					values.Add(key, string(encoded))
+				}
+			}
+		default:
+			values.Add(key, fmt.Sprint(v))
+		}
+	}
+	if len(values) > 0 {
+		return "?" + values.Encode()
+	}
+	return ""
+}
--- a/pkg/ionet/container.go
+++ b/pkg/ionet/container.go
+package ionet
+import (
+	"encoding/json"
+	"fmt"
+	"strings"
+	"time"
+	"github.com/samber/lo"
+)
+// ListContainers retrieves all containers for a specific deployment
+func (c *Client) ListContainers(deploymentID string) (*ContainerList, error) {
+	if deploymentID == "" {
+		return nil, fmt.Errorf("deployment ID cannot be empty")
+	}
+	endpoint := fmt.Sprintf("/deployment/%s/containers", deploymentID)
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to list containers: %w", err)
+	}
+	var containerList ContainerList
+	if err := decodeDataWithFlexibleTimes(resp.Body, &containerList); err != nil {
+		return nil, fmt.Errorf("failed to parse containers list: %w", err)
+	}
+	return &containerList, nil
+}
+// GetContainerDetails retrieves detailed information about a specific container
+func (c *Client) GetContainerDetails(deploymentID, containerID string) (*Container, error) {
+	if deploymentID == "" {
+		return nil, fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return nil, fmt.Errorf("container ID cannot be empty")
+	}
+	endpoint := fmt.Sprintf("/deployment/%s/container/%s", deploymentID, containerID)
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get container details: %w", err)
+	}
+	// API response format not documented, assuming direct format
+	var container Container
+	if err := decodeWithFlexibleTimes(resp.Body, &container); err != nil {
+		return nil, fmt.Errorf("failed to parse container details: %w", err)
+	}
+	return &container, nil
+}
+// GetContainerJobs retrieves containers jobs for a specific container (similar to containers endpoint)
+func (c *Client) GetContainerJobs(deploymentID, containerID string) (*ContainerList, error) {
+	if deploymentID == "" {
+		return nil, fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return nil, fmt.Errorf("container ID cannot be empty")
+	}
+	endpoint := fmt.Sprintf("/deployment/%s/containers-jobs/%s", deploymentID, containerID)
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get container jobs: %w", err)
+	}
+	var containerList ContainerList
+	if err := decodeDataWithFlexibleTimes(resp.Body, &containerList); err != nil {
+		return nil, fmt.Errorf("failed to parse container jobs: %w", err)
+	}
+	return &containerList, nil
+}
+// buildLogEndpoint constructs the request path for fetching logs
+func buildLogEndpoint(deploymentID, containerID string, opts *GetLogsOptions) (string, error) {
+	if deploymentID == "" {
+		return "", fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return "", fmt.Errorf("container ID cannot be empty")
+	}
+	params := make(map[string]interface{})
+	if opts != nil {
+		if opts.Level != "" {
+			params["level"] = opts.Level
+		}
+		if opts.Stream != "" {
+			params["stream"] = opts.Stream
+		}
+		if opts.Limit > 0 {
+			params["limit"] = opts.Limit
+		}
+		if opts.Cursor != "" {
+			params["cursor"] = opts.Cursor
+		}
+		if opts.Follow {
+			params["follow"] = true
+		}
+		if opts.StartTime != nil {
+			params["start_time"] = opts.StartTime
+		}
+		if opts.EndTime != nil {
+			params["end_time"] = opts.EndTime
+		}
+	}
+	endpoint := fmt.Sprintf("/deployment/%s/log/%s", deploymentID, containerID)
+	endpoint += buildQueryParams(params)
+	return endpoint, nil
+}
+// GetContainerLogs retrieves logs for containers in a deployment and normalizes them
+func (c *Client) GetContainerLogs(deploymentID, containerID string, opts *GetLogsOptions) (*ContainerLogs, error) {
+	raw, err := c.GetContainerLogsRaw(deploymentID, containerID, opts)
+	if err != nil {
+		return nil, err
+	}
+	logs := &ContainerLogs{
+		ContainerID: containerID,
+	}
+	if raw == "" {
+		return logs, nil
+	}
+	normalized := strings.ReplaceAll(raw, "\r\n", "\n")
+	lines := strings.Split(normalized, "\n")
+	logs.Logs = lo.FilterMap(lines, func(line string, _ int) (LogEntry, bool) {
+		if strings.TrimSpace(line) == "" {
+			return LogEntry{}, false
+		}
+		return LogEntry{Message: line}, true
+	})
+	return logs, nil
+}
+// GetContainerLogsRaw retrieves the raw text logs for a specific container
+func (c *Client) GetContainerLogsRaw(deploymentID, containerID string, opts *GetLogsOptions) (string, error) {
+	endpoint, err := buildLogEndpoint(deploymentID, containerID, opts)
+	if err != nil {
+		return "", err
+	}
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return "", fmt.Errorf("failed to get container logs: %w", err)
+	}
+	return string(resp.Body), nil
+}
+// StreamContainerLogs streams real-time logs for a specific container
+// This method uses a callback function to handle incoming log entries
+func (c *Client) StreamContainerLogs(deploymentID, containerID string, opts *GetLogsOptions, callback func(*LogEntry) error) error {
+	if deploymentID == "" {
+		return fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return fmt.Errorf("container ID cannot be empty")
+	}
+	if callback == nil {
+		return fmt.Errorf("callback function cannot be nil")
+	}
+	// Set follow to true for streaming
+	if opts == nil {
+		opts = &GetLogsOptions{}
+	}
+	opts.Follow = true
+	endpoint, err := buildLogEndpoint(deploymentID, containerID, opts)
+	if err != nil {
+		return err
+	}
+	// Note: This is a simplified implementation. In a real scenario, you might want to use
+	// Server-Sent Events (SSE) or WebSocket for streaming logs
+	for {
+		resp, err := c.makeRequest("GET", endpoint, nil)
+		if err != nil {
+			return fmt.Errorf("failed to stream container logs: %w", err)
+		}
+		var logs ContainerLogs
+		if err := decodeWithFlexibleTimes(resp.Body, &logs); err != nil {
+			return fmt.Errorf("failed to parse container logs: %w", err)
+		}
+		// Call the callback for each log entry
+		for _, logEntry := range logs.Logs {
+			if err := callback(&logEntry); err != nil {
+				return fmt.Errorf("callback error: %w", err)
+			}
+		}
+		// If there are no more logs or we have a cursor, continue polling
+		if !logs.HasMore && logs.NextCursor == "" {
+			break
+		}
+		// Update cursor for next request
+		if logs.NextCursor != "" {
+			opts.Cursor = logs.NextCursor
+			endpoint, err = buildLogEndpoint(deploymentID, containerID, opts)
+			if err != nil {
+				return err
+			}
+		}
+		// Wait a bit before next poll to avoid overwhelming the API
+		time.Sleep(2 * time.Second)
+	}
+	return nil
+}
+// RestartContainer restarts a specific container (if supported by the API)
+func (c *Client) RestartContainer(deploymentID, containerID string) error {
+	if deploymentID == "" {
+		return fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return fmt.Errorf("container ID cannot be empty")
+	}
+	endpoint := fmt.Sprintf("/deployment/%s/container/%s/restart", deploymentID, containerID)
+	_, err := c.makeRequest("POST", endpoint, nil)
+	if err != nil {
+		return fmt.Errorf("failed to restart container: %w", err)
+	}
+	return nil
+}
+// StopContainer stops a specific container (if supported by the API)
+func (c *Client) StopContainer(deploymentID, containerID string) error {
+	if deploymentID == "" {
+		return fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return fmt.Errorf("container ID cannot be empty")
+	}
+	endpoint := fmt.Sprintf("/deployment/%s/container/%s/stop", deploymentID, containerID)
+	_, err := c.makeRequest("POST", endpoint, nil)
+	if err != nil {
+		return fmt.Errorf("failed to stop container: %w", err)
+	}
+	return nil
+}
+// ExecuteInContainer executes a command in a specific container (if supported by the API)
+func (c *Client) ExecuteInContainer(deploymentID, containerID string, command []string) (string, error) {
+	if deploymentID == "" {
+		return "", fmt.Errorf("deployment ID cannot be empty")
+	}
+	if containerID == "" {
+		return "", fmt.Errorf("container ID cannot be empty")
+	}
+	if len(command) == 0 {
+		return "", fmt.Errorf("command cannot be empty")
+	}
+	reqBody := map[string]interface{}{
+		"command": command,
+	}
+	endpoint := fmt.Sprintf("/deployment/%s/container/%s/exec", deploymentID, containerID)
+	resp, err := c.makeRequest("POST", endpoint, reqBody)
+	if err != nil {
+		return "", fmt.Errorf("failed to execute command in container: %w", err)
+	}
+	var result map[string]interface{}
+	if err := json.Unmarshal(resp.Body, &result); err != nil {
+		return "", fmt.Errorf("failed to parse execution result: %w", err)
+	}
+	if output, ok := result["output"].(string); ok {
+		return output, nil
+	}
+	return string(resp.Body), nil
+}
--- a/pkg/ionet/deployment.go
+++ b/pkg/ionet/deployment.go
--- a/pkg/ionet/hardware.go
+++ b/pkg/ionet/hardware.go
+package ionet
+import (
+	"encoding/json"
+	"fmt"
+	"strings"
+	"github.com/samber/lo"
+)
+// GetAvailableReplicas retrieves available replicas per location for specified hardware
+func (c *Client) GetAvailableReplicas(hardwareID int, gpuCount int) (*AvailableReplicasResponse, error) {
+	if hardwareID <= 0 {
+		return nil, fmt.Errorf("hardware_id must be greater than 0")
+	}
+	if gpuCount < 1 {
+		return nil, fmt.Errorf("gpu_count must be at least 1")
+	}
+	params := map[string]interface{}{
+		"hardware_id":  hardwareID,
+		"hardware_qty": gpuCount,
+	}
+	endpoint := "/available-replicas" + buildQueryParams(params)
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get available replicas: %w", err)
+	}
+	type availableReplicaPayload struct {
+		ID                int    `json:"id"`
+		ISO2              string `json:"iso2"`
+		Name              string `json:"name"`
+		AvailableReplicas int    `json:"available_replicas"`
+	}
+	var payload []availableReplicaPayload
+	if err := decodeData(resp.Body, &payload); err != nil {
+		return nil, fmt.Errorf("failed to parse available replicas response: %w", err)
+	}
+	replicas := lo.Map(payload, func(item availableReplicaPayload, _ int) AvailableReplica {
+		return AvailableReplica{
+			LocationID:     item.ID,
+			LocationName:   item.Name,
+			HardwareID:     hardwareID,
+			HardwareName:   "",
+			AvailableCount: item.AvailableReplicas,
+			MaxGPUs:        gpuCount,
+		}
+	})
+	return &AvailableReplicasResponse{Replicas: replicas}, nil
+}
+// GetMaxGPUsPerContainer retrieves the maximum number of GPUs available per hardware type
+func (c *Client) GetMaxGPUsPerContainer() (*MaxGPUResponse, error) {
+	resp, err := c.makeRequest("GET", "/hardware/max-gpus-per-container", nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get max GPUs per container: %w", err)
+	}
+	var maxGPUResp MaxGPUResponse
+	if err := decodeData(resp.Body, &maxGPUResp); err != nil {
+		return nil, fmt.Errorf("failed to parse max GPU response: %w", err)
+	}
+	return &maxGPUResp, nil
+}
+// ListHardwareTypes retrieves available hardware types using the max GPUs endpoint
+func (c *Client) ListHardwareTypes() ([]HardwareType, int, error) {
+	maxGPUResp, err := c.GetMaxGPUsPerContainer()
+	if err != nil {
+		return nil, 0, fmt.Errorf("failed to list hardware types: %w", err)
+	}
+	mapped := lo.Map(maxGPUResp.Hardware, func(hw MaxGPUInfo, _ int) HardwareType {
+		name := strings.TrimSpace(hw.HardwareName)
+		if name == "" {
+			name = fmt.Sprintf("Hardware %d", hw.HardwareID)
+		}
+		return HardwareType{
+			ID:             hw.HardwareID,
+			Name:           name,
+			GPUType:        "",
+			GPUMemory:      0,
+			MaxGPUs:        hw.MaxGPUsPerContainer,
+			CPU:            "",
+			Memory:         0,
+			Storage:        0,
+			HourlyRate:     0,
+			Available:      hw.Available > 0,
+			BrandName:      strings.TrimSpace(hw.BrandName),
+			AvailableCount: hw.Available,
+		}
+	})
+	totalAvailable := maxGPUResp.Total
+	if totalAvailable == 0 {
+		totalAvailable = lo.SumBy(maxGPUResp.Hardware, func(hw MaxGPUInfo) int {
+			return hw.Available
+		})
+	}
+	return mapped, totalAvailable, nil
+}
+// ListLocations retrieves available deployment locations (if supported by the API)
+func (c *Client) ListLocations() (*LocationsResponse, error) {
+	resp, err := c.makeRequest("GET", "/locations", nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to list locations: %w", err)
+	}
+	var locations LocationsResponse
+	if err := decodeData(resp.Body, &locations); err != nil {
+		return nil, fmt.Errorf("failed to parse locations response: %w", err)
+	}
+	locations.Locations = lo.Map(locations.Locations, func(location Location, _ int) Location {
+		location.ISO2 = strings.ToUpper(strings.TrimSpace(location.ISO2))
+		return location
+	})
+	if locations.Total == 0 {
+		locations.Total = lo.SumBy(locations.Locations, func(location Location) int {
+			return location.Available
+		})
+	}
+	return &locations, nil
+}
+// GetHardwareType retrieves details about a specific hardware type
+func (c *Client) GetHardwareType(hardwareID int) (*HardwareType, error) {
+	if hardwareID <= 0 {
+		return nil, fmt.Errorf("hardware ID must be greater than 0")
+	}
+	endpoint := fmt.Sprintf("/hardware/types/%d", hardwareID)
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get hardware type: %w", err)
+	}
+	// API response format not documented, assuming direct format
+	var hardwareType HardwareType
+	if err := json.Unmarshal(resp.Body, &hardwareType); err != nil {
+		return nil, fmt.Errorf("failed to parse hardware type: %w", err)
+	}
+	return &hardwareType, nil
+}
+// GetLocation retrieves details about a specific location
+func (c *Client) GetLocation(locationID int) (*Location, error) {
+	if locationID <= 0 {
+		return nil, fmt.Errorf("location ID must be greater than 0")
+	}
+	endpoint := fmt.Sprintf("/locations/%d", locationID)
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get location: %w", err)
+	}
+	// API response format not documented, assuming direct format
+	var location Location
+	if err := json.Unmarshal(resp.Body, &location); err != nil {
+		return nil, fmt.Errorf("failed to parse location: %w", err)
+	}
+	return &location, nil
+}
+// GetLocationAvailability retrieves real-time availability for a specific location
+func (c *Client) GetLocationAvailability(locationID int) (*LocationAvailability, error) {
+	if locationID <= 0 {
+		return nil, fmt.Errorf("location ID must be greater than 0")
+	}
+	endpoint := fmt.Sprintf("/locations/%d/availability", locationID)
+	resp, err := c.makeRequest("GET", endpoint, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to get location availability: %w", err)
+	}
+	// API response format not documented, assuming direct format
+	var availability LocationAvailability
+	if err := json.Unmarshal(resp.Body, &availability); err != nil {
+		return nil, fmt.Errorf("failed to parse location availability: %w", err)
+	}
+	return &availability, nil
+}
--- a/pkg/ionet/jsonutil.go
+++ b/pkg/ionet/jsonutil.go
+package ionet
+import (
+	"encoding/json"
+	"strings"
+	"time"
+	"github.com/samber/lo"
+)
+// decodeWithFlexibleTimes unmarshals API responses while tolerating timestamp strings
+// that omit timezone information by normalizing them to RFC3339Nano.
+func decodeWithFlexibleTimes(data []byte, target interface{}) error {
+	var intermediate interface{}
+	if err := json.Unmarshal(data, &intermediate); err != nil {
+		return err
+	}
+	normalized := normalizeTimeValues(intermediate)
+	reencoded, err := json.Marshal(normalized)
+	if err != nil {
+		return err
+	}
+	return json.Unmarshal(reencoded, target)
+}
+func decodeData[T any](data []byte, target *T) error {
+	var wrapper struct {
+		Data T `json:"data"`
+	}
+	if err := json.Unmarshal(data, &wrapper); err != nil {
+		return err
+	}
+	*target = wrapper.Data
+	return nil
+}
+func decodeDataWithFlexibleTimes[T any](data []byte, target *T) error {
+	var wrapper struct {
+		Data T `json:"data"`
+	}
+	if err := decodeWithFlexibleTimes(data, &wrapper); err != nil {
+		return err
+	}
+	*target = wrapper.Data
+	return nil
+}
+func normalizeTimeValues(value interface{}) interface{} {
+	switch v := value.(type) {
+	case map[string]interface{}:
+		return lo.MapValues(v, func(val interface{}, _ string) interface{} {
+			return normalizeTimeValues(val)
+		})
+	case []interface{}:
+		return lo.Map(v, func(item interface{}, _ int) interface{} {
+			return normalizeTimeValues(item)
+		})
+	case string:
+		if normalized, changed := normalizeTimeString(v); changed {
+			return normalized
+		}
+		return v
+	default:
+		return value
+	}
+}
+func normalizeTimeString(input string) (string, bool) {
+	trimmed := strings.TrimSpace(input)
+	if trimmed == "" {
+		return input, false
+	}
+	if _, err := time.Parse(time.RFC3339Nano, trimmed); err == nil {
+		return trimmed, trimmed != input
+	}
+	if _, err := time.Parse(time.RFC3339, trimmed); err == nil {
+		return trimmed, trimmed != input
+	}
+	layouts := []string{
+		"2006-01-02T15:04:05.999999999",
+		"2006-01-02T15:04:05.999999",
+		"2006-01-02T15:04:05",
+	}
+	for _, layout := range layouts {
+		if parsed, err := time.Parse(layout, trimmed); err == nil {
+			return parsed.UTC().Format(time.RFC3339Nano), true
+		}
+	}
+	return input, false
+}
--- a/pkg/ionet/types.go
+++ b/pkg/ionet/types.go
--- a/relay/audio_handler.go
+++ b/relay/audio_handler.go
@@ -67,8 +67,11 @@ func AudioHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *type
 		service.ResetStatusCode(newAPIError, statusCodeMappingStr)
 		return newAPIError
 	}
+	if usage.(*dto.Usage).CompletionTokenDetails.AudioTokens > 0 || usage.(*dto.Usage).PromptTokensDetails.AudioTokens > 0 {
-	postConsumeQuota(c, info, usage.(*dto.Usage), "")
+		service.PostAudioConsumeQuota(c, info, usage.(*dto.Usage), "")
+	} else {
+		postConsumeQuota(c, info, usage.(*dto.Usage))
+	}
 	return nil
 }
--- a/relay/channel/ali/adaptor.go
+++ b/relay/channel/ali/adaptor.go
@@ -19,6 +19,22 @@ import (
 )
 type Adaptor struct {
+	IsSyncImageModel bool
+}
+var syncModels = []string{
+	"z-image",
+	"qwen-image",
+	"wan2.6",
+}
+func isSyncImageModel(modelName string) bool {
+	for _, m := range syncModels {
+		if strings.Contains(modelName, m) {
+			return true
+		}
+	}
+	return false
 }
 func (a *Adaptor) ConvertGeminiRequest(*gin.Context, *relaycommon.RelayInfo, *dto.GeminiChatRequest) (any, error) {
@@ -45,10 +61,16 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 		case constant.RelayModeRerank:
 			fullRequestURL = fmt.Sprintf("%s/api/v1/services/rerank/text-rerank/text-rerank", info.ChannelBaseUrl)
 		case constant.RelayModeImagesGenerations:
-			fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/text2image/image-synthesis", info.ChannelBaseUrl)
+			if isSyncImageModel(info.OriginModelName) {
+				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/multimodal-generation/generation", info.ChannelBaseUrl)
+			} else {
+				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/text2image/image-synthesis", info.ChannelBaseUrl)
+			}
 		case constant.RelayModeImagesEdits:
-			if isWanModel(info.OriginModelName) {
+			if isOldWanModel(info.OriginModelName) {
 				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/image2image/image-synthesis", info.ChannelBaseUrl)
+			} else if isWanModel(info.OriginModelName) {
+				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/image-generation/generation", info.ChannelBaseUrl)
 			} else {
 				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/multimodal-generation/generation", info.ChannelBaseUrl)
 			}
@@ -72,7 +94,11 @@ func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Header, info *rel
 		req.Set("X-DashScope-Plugin", c.GetString("plugin"))
 	}
 	if info.RelayMode == constant.RelayModeImagesGenerations {
-		req.Set("X-DashScope-Async", "enable")
+		if isSyncImageModel(info.OriginModelName) {
+		} else {
+			req.Set("X-DashScope-Async", "enable")
+		}
 	}
 	if info.RelayMode == constant.RelayModeImagesEdits {
 		if isWanModel(info.OriginModelName) {
@@ -108,15 +134,25 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (any, error) {
 	if info.RelayMode == constant.RelayModeImagesGenerations {
-		aliRequest, err := oaiImage2Ali(request)
+		if isSyncImageModel(info.OriginModelName) {
+			a.IsSyncImageModel = true
+		}
+		aliRequest, err := oaiImage2AliImageRequest(info, request, a.IsSyncImageModel)
 		if err != nil {
-			return nil, fmt.Errorf("convert image request failed: %w", err)
+			return nil, fmt.Errorf("convert image request to async ali image request failed: %w", err)
 		}
 		return aliRequest, nil
 	} else if info.RelayMode == constant.RelayModeImagesEdits {
-		if isWanModel(info.OriginModelName) {
+		if isOldWanModel(info.OriginModelName) {
 			return oaiFormEdit2WanxImageEdit(c, info, request)
 		}
+		if isSyncImageModel(info.OriginModelName) {
+			if isWanModel(info.OriginModelName) {
+				a.IsSyncImageModel = false
+			} else {
+				a.IsSyncImageModel = true
+			}
+		}
 		// ali image edit https://bailian.console.aliyun.com/?tab=api#/api/?type=model&url=2976416
 		// 如果用户使用表单，则需要解析表单数据
 		if strings.Contains(c.Request.Header.Get("Content-Type"), "multipart/form-data") {
@@ -126,9 +162,9 @@ func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInf
 			}
 			return aliRequest, nil
 		} else {
-			aliRequest, err := oaiImage2Ali(request)
+			aliRequest, err := oaiImage2AliImageRequest(info, request, a.IsSyncImageModel)
 			if err != nil {
-				return nil, fmt.Errorf("convert image request failed: %w", err)
+				return nil, fmt.Errorf("convert image request to async ali image request failed: %w", err)
 			}
 			return aliRequest, nil
 		}
@@ -169,13 +205,9 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 	default:
 		switch info.RelayMode {
 		case constant.RelayModeImagesGenerations:
-			err, usage = aliImageHandler(c, resp, info)
+			err, usage = aliImageHandler(a, c, resp, info)
 		case constant.RelayModeImagesEdits:
-			if isWanModel(info.OriginModelName) {
+			err, usage = aliImageHandler(a, c, resp, info)
-				err, usage = aliImageHandler(c, resp, info)
-			} else {
-				err, usage = aliImageEditHandler(c, resp, info)
-			}
 		case constant.RelayModeRerank:
 			err, usage = RerankHandler(c, resp, info)
 		default:

--- a/relay/channel/ali/dto.go
+++ b/relay/channel/ali/dto.go
 package ali
-import "github.com/QuantumNous/new-api/dto"
+import (
+	"strings"
+	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/logger"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/gin-gonic/gin"
+)
 type AliMessage struct {
 	Content any    `json:"content"`
@@ -65,6 +72,7 @@ type AliUsage struct {
 	InputTokens  int `json:"input_tokens"`
 	OutputTokens int `json:"output_tokens"`
 	TotalTokens  int `json:"total_tokens"`
+	ImageCount   int `json:"image_count,omitempty"`
 }
 type TaskResult struct {
@@ -75,14 +83,78 @@ type TaskResult struct {
 }
 type AliOutput struct {
-	TaskId       string           `json:"task_id,omitempty"`
+	TaskId       string       `json:"task_id,omitempty"`
-	TaskStatus   string           `json:"task_status,omitempty"`
+	TaskStatus   string       `json:"task_status,omitempty"`
-	Text         string           `json:"text"`
+	Text         string       `json:"text"`
-	FinishReason string           `json:"finish_reason"`
+	FinishReason string       `json:"finish_reason"`
-	Message      string           `json:"message,omitempty"`
+	Message      string       `json:"message,omitempty"`
-	Code         string           `json:"code,omitempty"`
+	Code         string       `json:"code,omitempty"`
-	Results      []TaskResult     `json:"results,omitempty"`
+	Results      []TaskResult `json:"results,omitempty"`
-	Choices      []map[string]any `json:"choices,omitempty"`
+	Choices      []struct {
+		FinishReason string `json:"finish_reason,omitempty"`
+		Message      struct {
+			Role             string            `json:"role,omitempty"`
+			Content          []AliMediaContent `json:"content,omitempty"`
+			ReasoningContent string            `json:"reasoning_content,omitempty"`
+		} `json:"message,omitempty"`
+	} `json:"choices,omitempty"`
+}
+func (o *AliOutput) ChoicesToOpenAIImageDate(c *gin.Context, responseFormat string) []dto.ImageData {
+	var imageData []dto.ImageData
+	if len(o.Choices) > 0 {
+		for _, choice := range o.Choices {
+			var data dto.ImageData
+			for _, content := range choice.Message.Content {
+				if content.Image != "" {
+					if strings.HasPrefix(content.Image, "http") {
+						var b64Json string
+						if responseFormat == "b64_json" {
+							_, b64, err := service.GetImageFromUrl(content.Image)
+							if err != nil {
+								logger.LogError(c, "get_image_data_failed: "+err.Error())
+								continue
+							}
+							b64Json = b64
+						}
+						data.Url = content.Image
+						data.B64Json = b64Json
+					} else {
+						data.B64Json = content.Image
+					}
+				} else if content.Text != "" {
+					data.RevisedPrompt = content.Text
+				}
+			}
+			imageData = append(imageData, data)
+		}
+	}
+	return imageData
+}
+func (o *AliOutput) ResultToOpenAIImageDate(c *gin.Context, responseFormat string) []dto.ImageData {
+	var imageData []dto.ImageData
+	for _, data := range o.Results {
+		var b64Json string
+		if responseFormat == "b64_json" {
+			_, b64, err := service.GetImageFromUrl(data.Url)
+			if err != nil {
+				logger.LogError(c, "get_image_data_failed: "+err.Error())
+				continue
+			}
+			b64Json = b64
+		} else {
+			b64Json = data.B64Image
+		}
+		imageData = append(imageData, dto.ImageData{
+			Url:           data.Url,
+			B64Json:       b64Json,
+			RevisedPrompt: "",
+		})
+	}
+	return imageData
 }
 type AliResponse struct {
@@ -92,18 +164,26 @@ type AliResponse struct {
 }
 type AliImageRequest struct {
-	Model          string `json:"model"`
+	Model          string             `json:"model"`
-	Input          any    `json:"input"`
+	Input          any                `json:"input"`
-	Parameters     any    `json:"parameters,omitempty"`
+	Parameters     AliImageParameters `json:"parameters,omitempty"`
-	ResponseFormat string `json:"response_format,omitempty"`
+	ResponseFormat string             `json:"response_format,omitempty"`
 }
 type AliImageParameters struct {
-	Size      string `json:"size,omitempty"`
+	Size         string `json:"size,omitempty"`
-	N         int    `json:"n,omitempty"`
+	N            int    `json:"n,omitempty"`
-	Steps     string `json:"steps,omitempty"`
+	Steps        string `json:"steps,omitempty"`
-	Scale     string `json:"scale,omitempty"`
+	Scale        string `json:"scale,omitempty"`
-	Watermark *bool  `json:"watermark,omitempty"`
+	Watermark    *bool  `json:"watermark,omitempty"`
+	PromptExtend *bool  `json:"prompt_extend,omitempty"`
+}
+func (p *AliImageParameters) PromptExtendValue() bool {
+	if p != nil && p.PromptExtend != nil {
+		return *p.PromptExtend
+	}
+	return false
 }
 type AliImageInput struct {

--- a/relay/channel/ali/image.go
+++ b/relay/channel/ali/image.go
@@ -21,17 +21,25 @@ import (
 	"github.com/gin-gonic/gin"
 )
-func oaiImage2Ali(request dto.ImageRequest) (*AliImageRequest, error) {
+func oaiImage2AliImageRequest(info *relaycommon.RelayInfo, request dto.ImageRequest, isSync bool) (*AliImageRequest, error) {
 	var imageRequest AliImageRequest
 	imageRequest.Model = request.Model
 	imageRequest.ResponseFormat = request.ResponseFormat
 	logger.LogJson(context.Background(), "oaiImage2Ali request extra", request.Extra)
+	logger.LogDebug(context.Background(), "oaiImage2Ali request isSync: "+fmt.Sprintf("%v", isSync))
 	if request.Extra != nil {
 		if val, ok := request.Extra["parameters"]; ok {
 			err := common.Unmarshal(val, &imageRequest.Parameters)
 			if err != nil {
 				return nil, fmt.Errorf("invalid parameters field: %w", err)
 			}
+		} else {
+			// 兼容没有parameters字段的情况，从openai标准字段中提取参数
+			imageRequest.Parameters = AliImageParameters{
+				Size:      strings.Replace(request.Size, "x", "*", -1),
+				N:         int(request.N),
+				Watermark: request.Watermark,
+			}
 		}
 		if val, ok := request.Extra["input"]; ok {
 			err := common.Unmarshal(val, &imageRequest.Input)
@@ -41,23 +49,44 @@ func oaiImage2Ali(request dto.ImageRequest) (*AliImageRequest, error) {
 		}
 	}
-	if imageRequest.Parameters == nil {
+	if strings.Contains(request.Model, "z-image") {
-		imageRequest.Parameters = AliImageParameters{
+		// z-image 开启prompt_extend后，按2倍计费
-			Size:      strings.Replace(request.Size, "x", "*", -1),
+		if imageRequest.Parameters.PromptExtendValue() {
-			N:         int(request.N),
+			info.PriceData.AddOtherRatio("prompt_extend", 2)
-			Watermark: request.Watermark,
 		}
 	}
-	if imageRequest.Input == nil {
+	// 检查n参数
-		imageRequest.Input = AliImageInput{
+	if imageRequest.Parameters.N != 0 {
-			Prompt: request.Prompt,
+		info.PriceData.AddOtherRatio("n", float64(imageRequest.Parameters.N))
+	}
+	// 同步图片模型和异步图片模型请求格式不一样
+	if isSync {
+		if imageRequest.Input == nil {
+			imageRequest.Input = AliImageInput{
+				Messages: []AliMessage{
+					{
+						Role: "user",
+						Content: []AliMediaContent{
+							{
+								Text: request.Prompt,
+							},
+						},
+					},
+				},
+			}
+		}
+	} else {
+		if imageRequest.Input == nil {
+			imageRequest.Input = AliImageInput{
+				Prompt: request.Prompt,
+			}
 		}
 	}
 	return &imageRequest, nil
 }
 func getImageBase64sFromForm(c *gin.Context, fieldName string) ([]string, error) {
 	mf := c.Request.MultipartForm
 	if mf == nil {
@@ -199,6 +228,8 @@ func asyncTaskWait(c *gin.Context, info *relaycommon.RelayInfo, taskID string) (
 	var taskResponse AliResponse
 	var responseBody []byte
+	time.Sleep(time.Duration(5) * time.Second)
 	for {
 		logger.LogDebug(c, fmt.Sprintf("asyncTaskWait step %d/%d, wait %d seconds", step, maxStep, waitSeconds))
 		step++
@@ -238,32 +269,17 @@ func responseAli2OpenAIImage(c *gin.Context, response *AliResponse, originBody [
 		Created: info.StartTime.Unix(),
 	}
-	for _, data := range response.Output.Results {
+	if len(response.Output.Results) > 0 {
-		var b64Json string
+		imageResponse.Data = response.Output.ResultToOpenAIImageDate(c, responseFormat)
-		if responseFormat == "b64_json" {
+	} else if len(response.Output.Choices) > 0 {
-			_, b64, err := service.GetImageFromUrl(data.Url)
+		imageResponse.Data = response.Output.ChoicesToOpenAIImageDate(c, responseFormat)
-			if err != nil {
-				logger.LogError(c, "get_image_data_failed: "+err.Error())
-				continue
-			}
-			b64Json = b64
-		} else {
-			b64Json = data.B64Image
-		}
-		imageResponse.Data = append(imageResponse.Data, dto.ImageData{
-			Url:           data.Url,
-			B64Json:       b64Json,
-			RevisedPrompt: "",
-		})
 	}
-	var mapResponse map[string]any
-	_ = common.Unmarshal(originBody, &mapResponse)
+	imageResponse.Metadata = originBody
-	imageResponse.Extra = mapResponse
 	return &imageResponse
 }
-func aliImageHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*types.NewAPIError, *dto.Usage) {
+func aliImageHandler(a *Adaptor, c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*types.NewAPIError, *dto.Usage) {
 	responseFormat := c.GetString("response_format")
 	var aliTaskResponse AliResponse
@@ -282,66 +298,49 @@ func aliImageHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rela
 		return types.NewError(errors.New(aliTaskResponse.Message), types.ErrorCodeBadResponse), nil
 	}
-	aliResponse, originRespBody, err := asyncTaskWait(c, info, aliTaskResponse.Output.TaskId)
+	var (
-	if err != nil {
+		aliResponse    *AliResponse
-		return types.NewError(err, types.ErrorCodeBadResponse), nil
+		originRespBody []byte
-	}
+	)
-	if aliResponse.Output.TaskStatus != "SUCCEEDED" {
+	if a.IsSyncImageModel {
-		return types.WithOpenAIError(types.OpenAIError{
+		aliResponse = &aliTaskResponse
-			Message: aliResponse.Output.Message,
+		originRespBody = responseBody
-			Type:    "ali_error",
+	} else {
-			Param:   "",
+		// 异步图片模型需要轮询任务结果
-			Code:    aliResponse.Output.Code,
+		aliResponse, originRespBody, err = asyncTaskWait(c, info, aliTaskResponse.Output.TaskId)
-		}, resp.StatusCode), nil
+		if err != nil {
-	}
+			return types.NewError(err, types.ErrorCodeBadResponse), nil
+		}
-	fullTextResponse := responseAli2OpenAIImage(c, aliResponse, originRespBody, info, responseFormat)
+		if aliResponse.Output.TaskStatus != "SUCCEEDED" {
-	jsonResponse, err := common.Marshal(fullTextResponse)
+			return types.WithOpenAIError(types.OpenAIError{
-	if err != nil {
+				Message: aliResponse.Output.Message,
-		return types.NewError(err, types.ErrorCodeBadResponseBody), nil
+				Type:    "ali_error",
-	}
+				Param:   "",
-	service.IOCopyBytesGracefully(c, resp, jsonResponse)
+				Code:    aliResponse.Output.Code,
-	return nil, &dto.Usage{}
+			}, resp.StatusCode), nil
-}
+		}
-func aliImageEditHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*types.NewAPIError, *dto.Usage) {
-	var aliResponse AliResponse
-	responseBody, err := io.ReadAll(resp.Body)
-	if err != nil {
-		return types.NewOpenAIError(err, types.ErrorCodeReadResponseBodyFailed, http.StatusInternalServerError), nil
 	}
-	service.CloseResponseBodyGracefully(resp)
+	//logger.LogDebug(c, "ali_async_task_result: "+string(originRespBody))
-	err = common.Unmarshal(responseBody, &aliResponse)
+	if a.IsSyncImageModel {
-	if err != nil {
+		logger.LogDebug(c, "ali_sync_image_result: "+string(originRespBody))
-		return types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError), nil
+	} else {
+		logger.LogDebug(c, "ali_async_image_result: "+string(originRespBody))
 	}
-	if aliResponse.Message != "" {
+	imageResponses := responseAli2OpenAIImage(c, aliResponse, originRespBody, info, responseFormat)
-		logger.LogError(c, "ali_task_failed: "+aliResponse.Message)
+	// 可能生成多张图片，修正计费数量n
-		return types.NewError(errors.New(aliResponse.Message), types.ErrorCodeBadResponse), nil
+	if aliResponse.Usage.ImageCount != 0 {
+		info.PriceData.AddOtherRatio("n", float64(aliResponse.Usage.ImageCount))
+	} else if len(imageResponses.Data) != 0 {
+		info.PriceData.AddOtherRatio("n", float64(len(imageResponses.Data)))
 	}
-	var fullTextResponse dto.ImageResponse
+	jsonResponse, err := common.Marshal(imageResponses)
-	if len(aliResponse.Output.Choices) > 0 {
-		fullTextResponse = dto.ImageResponse{
-			Created: info.StartTime.Unix(),
-			Data: []dto.ImageData{
-				{
-					Url:     aliResponse.Output.Choices[0]["message"].(map[string]any)["content"].([]any)[0].(map[string]any)["image"].(string),
-					B64Json: "",
-				},
-			},
-		}
-	}
-	var mapResponse map[string]any
-	_ = common.Unmarshal(responseBody, &mapResponse)
-	fullTextResponse.Extra = mapResponse
-	jsonResponse, err := common.Marshal(fullTextResponse)
 	if err != nil {
 		return types.NewError(err, types.ErrorCodeBadResponseBody), nil
 	}
 	service.IOCopyBytesGracefully(c, resp, jsonResponse)
 	return nil, &dto.Usage{}
 }
--- a/relay/channel/ali/image_wan.go
+++ b/relay/channel/ali/image_wan.go
@@ -26,14 +26,22 @@ func oaiFormEdit2WanxImageEdit(c *gin.Context, info *relaycommon.RelayInfo, requ
 	if wanInput.Images, err = getImageBase64sFromForm(c, "image"); err != nil {
 		return nil, fmt.Errorf("get image base64s from form failed: %w", err)
 	}
-	wanParams := WanImageParameters{
+	//wanParams := WanImageParameters{
+	//	N: int(request.N),
+	//}
+	imageRequest.Input = wanInput
+	imageRequest.Parameters = AliImageParameters{
 		N: int(request.N),
 	}
-	imageRequest.Input = wanInput
+	info.PriceData.AddOtherRatio("n", float64(imageRequest.Parameters.N))
-	imageRequest.Parameters = wanParams
 	return &imageRequest, nil
 }
+func isOldWanModel(modelName string) bool {
+	return strings.Contains(modelName, "wan") && !strings.Contains(modelName, "wan2.6")
+}
 func isWanModel(modelName string) bool {
 	return strings.Contains(modelName, "wan")
 }
--- a/relay/channel/aws/constants.go
+++ b/relay/channel/aws/constants.go
@@ -18,7 +18,7 @@ var awsModelIDMap = map[string]string{
 	"claude-opus-4-1-20250805":   "anthropic.claude-opus-4-1-20250805-v1:0",
 	"claude-sonnet-4-5-20250929": "anthropic.claude-sonnet-4-5-20250929-v1:0",
 	"claude-haiku-4-5-20251001":  "anthropic.claude-haiku-4-5-20251001-v1:0",
-	"claude-opus-4-5-20251101":  "anthropic.claude-opus-4-5-20251101-v1:0",
+	"claude-opus-4-5-20251101":   "anthropic.claude-opus-4-5-20251101-v1:0",
 	// Nova models
 	"nova-micro-v1:0":   "amazon.nova-micro-v1:0",
 	"nova-lite-v1:0":    "amazon.nova-lite-v1:0",

--- a/relay/channel/aws/relay-aws.go
+++ b/relay/channel/aws/relay-aws.go
@@ -18,6 +18,7 @@ import (
 	"github.com/gin-gonic/gin"
 	"github.com/pkg/errors"
+	"github.com/QuantumNous/new-api/setting/model_setting"
 	"github.com/aws/aws-sdk-go-v2/aws"
 	"github.com/aws/aws-sdk-go-v2/credentials"
 	"github.com/aws/aws-sdk-go-v2/service/bedrockruntime"
@@ -129,7 +130,7 @@ func doAwsClientRequest(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor,
 				Accept:      aws.String("application/json"),
 				ContentType: aws.String("application/json"),
 			}
-			awsReq.Body, err = common.Marshal(awsClaudeReq)
+			awsReq.Body, err = buildAwsRequestBody(c, info, awsClaudeReq)
 			if err != nil {
 				return nil, types.NewError(errors.Wrap(err, "marshal aws request fail"), types.ErrorCodeBadRequestBody)
 			}
@@ -141,7 +142,7 @@ func doAwsClientRequest(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor,
 				Accept:      aws.String("application/json"),
 				ContentType: aws.String("application/json"),
 			}
-			awsReq.Body, err = common.Marshal(awsClaudeReq)
+			awsReq.Body, err = buildAwsRequestBody(c, info, awsClaudeReq)
 			if err != nil {
 				return nil, types.NewError(errors.Wrap(err, "marshal aws request fail"), types.ErrorCodeBadRequestBody)
 			}
@@ -151,6 +152,24 @@ func doAwsClientRequest(c *gin.Context, info *relaycommon.RelayInfo, a *Adaptor,
 	}
 }
+// buildAwsRequestBody prepares the payload for AWS requests, applying passthrough rules when enabled.
+func buildAwsRequestBody(c *gin.Context, info *relaycommon.RelayInfo, awsClaudeReq any) ([]byte, error) {
+	if model_setting.GetGlobalSettings().PassThroughRequestEnabled || info.ChannelSetting.PassThroughBodyEnabled {
+		body, err := common.GetRequestBody(c)
+		if err != nil {
+			return nil, errors.Wrap(err, "get request body for pass-through fail")
+		}
+		var data map[string]interface{}
+		if err := common.Unmarshal(body, &data); err != nil {
+			return nil, errors.Wrap(err, "pass-through unmarshal request body fail")
+		}
+		delete(data, "model")
+		delete(data, "stream")
+		return common.Marshal(data)
+	}
+	return common.Marshal(awsClaudeReq)
+}
 func getAwsRegionPrefix(awsRegionId string) string {
 	parts := strings.Split(awsRegionId, "-")
 	regionPrefix := ""

--- a/relay/channel/baidu/relay-baidu.go
+++ b/relay/channel/baidu/relay-baidu.go
@@ -150,7 +150,7 @@ func baiduHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Respon
 		return types.NewError(err, types.ErrorCodeBadResponseBody), nil
 	}
 	if baiduResponse.ErrorMsg != "" {
-		return types.NewError(fmt.Errorf(baiduResponse.ErrorMsg), types.ErrorCodeBadResponseBody), nil
+		return types.NewError(fmt.Errorf("%s", baiduResponse.ErrorMsg), types.ErrorCodeBadResponseBody), nil
 	}
 	fullTextResponse := responseBaidu2OpenAI(&baiduResponse)
 	jsonResponse, err := json.Marshal(fullTextResponse)
@@ -175,7 +175,7 @@ func baiduEmbeddingHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *ht
 		return types.NewError(err, types.ErrorCodeBadResponseBody), nil
 	}
 	if baiduResponse.ErrorMsg != "" {
-		return types.NewError(fmt.Errorf(baiduResponse.ErrorMsg), types.ErrorCodeBadResponseBody), nil
+		return types.NewError(fmt.Errorf("%s", baiduResponse.ErrorMsg), types.ErrorCodeBadResponseBody), nil
 	}
 	fullTextResponse := embeddingResponseBaidu2OpenAI(&baiduResponse)
 	jsonResponse, err := json.Marshal(fullTextResponse)

--- a/relay/channel/claude/relay-claude.go
+++ b/relay/channel/claude/relay-claude.go
@@ -483,9 +483,11 @@ func StreamResponseClaude2OpenAI(reqMode int, claudeResponse *dto.ClaudeResponse
 				}
 			}
 		} else if claudeResponse.Type == "message_delta" {
-			finishReason := stopReasonClaude2OpenAI(*claudeResponse.Delta.StopReason)
+			if claudeResponse.Delta != nil && claudeResponse.Delta.StopReason != nil {
-			if finishReason != "null" {
+				finishReason := stopReasonClaude2OpenAI(*claudeResponse.Delta.StopReason)
-				choice.FinishReason = &finishReason
+				if finishReason != "null" {
+					choice.FinishReason = &finishReason
+				}
 			}
 			//claudeUsage = &claudeResponse.Usage
 		} else if claudeResponse.Type == "message_stop" {

--- a/relay/channel/coze/relay-coze.go
+++ b/relay/channel/coze/relay-coze.go
@@ -208,7 +208,7 @@ func handleCozeEvent(c *gin.Context, event string, data string, responseText *st
 			return
 		}
-		common.SysLog(fmt.Sprintf("stream event error: ", errorData.Code, errorData.Message))
+		common.SysLog(fmt.Sprintf("stream event error: %v %v", errorData.Code, errorData.Message))
 	}
 }

--- a/relay/channel/gemini/adaptor.go
+++ b/relay/channel/gemini/adaptor.go
@@ -13,6 +13,7 @@ import (
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relay/constant"
 	"github.com/QuantumNous/new-api/setting/model_setting"
+	"github.com/QuantumNous/new-api/setting/reasoning"
 	"github.com/QuantumNous/new-api/types"
 	"github.com/gin-gonic/gin"
@@ -137,7 +138,7 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 			info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-thinking")
 		} else if strings.HasSuffix(info.UpstreamModelName, "-nothinking") {
 			info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-nothinking")
-		} else if baseModel, level := parseThinkingLevelSuffix(info.UpstreamModelName); level != "" {
+		} else if baseModel, level, ok := reasoning.TrimEffortSuffix(info.UpstreamModelName); ok && level != "" {
 			info.UpstreamModelName = baseModel
 		}
 	}

--- a/relay/channel/gemini/relay-gemini-native.go
+++ b/relay/channel/gemini/relay-gemini-native.go
@@ -94,10 +94,10 @@ func GeminiTextGenerationStreamHandler(c *gin.Context, info *relaycommon.RelayIn
 	helper.SetEventStreamHeaders(c)
 	return geminiStreamHandler(c, info, resp, func(data string, geminiResponse *dto.GeminiChatResponse) bool {
-		// 直接发送 GeminiChatResponse 响应
 		err := helper.StringData(c, data)
 		if err != nil {
-			logger.LogError(c, err.Error())
+			logger.LogError(c, "failed to write stream data: "+err.Error())
+			return false
 		}
 		info.SendResponseCount++
 		return true

--- a/relay/channel/gemini/relay-gemini.go
+++ b/relay/channel/gemini/relay-gemini.go
@@ -98,6 +98,7 @@ func clampThinkingBudget(modelName string, budget int) int {
 // "effort": "high" - Allocates a large portion of tokens for reasoning (approximately 80% of max_tokens)
 // "effort": "medium" - Allocates a moderate portion of tokens (approximately 50% of max_tokens)
 // "effort": "low" - Allocates a smaller portion of tokens (approximately 20% of max_tokens)
+// "effort": "minimal" - Allocates a minimal portion of tokens (approximately 5% of max_tokens)
 func clampThinkingBudgetByEffort(modelName string, effort string) int {
 	isNew25Pro := isNew25ProModel(modelName)
 	is25FlashLite := is25FlashLiteModel(modelName)
@@ -118,18 +119,12 @@ func clampThinkingBudgetByEffort(modelName string, effort string) int {
 		maxBudget = maxBudget * 50 / 100
 	case "low":
 		maxBudget = maxBudget * 20 / 100
+	case "minimal":
+		maxBudget = maxBudget * 5 / 100
 	}
 	return clampThinkingBudget(modelName, maxBudget)
 }
-func parseThinkingLevelSuffix(modelName string) (string, string) {
-	base, level, ok := reasoning.TrimEffortSuffix(modelName)
-	if !ok {
-		return modelName, ""
-	}
-	return base, level
-}
 func ThinkingAdaptor(geminiRequest *dto.GeminiChatRequest, info *relaycommon.RelayInfo, oaiRequest ...dto.GeneralOpenAIRequest) {
 	if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
 		modelName := info.UpstreamModelName
@@ -186,7 +181,7 @@ func ThinkingAdaptor(geminiRequest *dto.GeminiChatRequest, info *relaycommon.Rel
 					ThinkingBudget: common.GetPointer(0),
 				}
 			}
-		} else if _, level := parseThinkingLevelSuffix(modelName); level != "" {
+		} else if _, level, ok := reasoning.TrimEffortSuffix(info.UpstreamModelName); ok && level != "" {
 			geminiRequest.GenerationConfig.ThinkingConfig = &dto.GeminiThinkingConfig{
 				IncludeThoughts: true,
 				ThinkingLevel:   level,
@@ -379,7 +374,7 @@ func CovertOpenAI2Gemini(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 	var system_content []string
 	//shouldAddDummyModelMessage := false
 	for _, message := range textRequest.Messages {
-		if message.Role == "system" {
+		if message.Role == "system" || message.Role == "developer" {
 			system_content = append(system_content, message.StringContent())
 			continue
 		} else if message.Role == "tool" || message.Role == "function" {

--- a/relay/channel/ollama/dto.go
+++ b/relay/channel/ollama/dto.go
@@ -67,3 +67,40 @@ type OllamaEmbeddingResponse struct {
 	Embeddings      [][]float64 `json:"embeddings"`
 	PromptEvalCount int         `json:"prompt_eval_count,omitempty"`
 }
+type OllamaTagsResponse struct {
+	Models []OllamaModel `json:"models"`
+}
+type OllamaModel struct {
+	Name       string            `json:"name"`
+	Size       int64             `json:"size"`
+	Digest     string            `json:"digest,omitempty"`
+	ModifiedAt string            `json:"modified_at"`
+	Details    OllamaModelDetail `json:"details,omitempty"`
+}
+type OllamaModelDetail struct {
+	ParentModel       string   `json:"parent_model,omitempty"`
+	Format            string   `json:"format,omitempty"`
+	Family            string   `json:"family,omitempty"`
+	Families          []string `json:"families,omitempty"`
+	ParameterSize     string   `json:"parameter_size,omitempty"`
+	QuantizationLevel string   `json:"quantization_level,omitempty"`
+}
+type OllamaPullRequest struct {
+	Name   string `json:"name"`
+	Stream bool   `json:"stream,omitempty"`
+}
+type OllamaPullResponse struct {
+	Status    string `json:"status"`
+	Digest    string `json:"digest,omitempty"`
+	Total     int64  `json:"total,omitempty"`
+	Completed int64  `json:"completed,omitempty"`
+}
+type OllamaDeleteRequest struct {
+	Name string `json:"name"`
+}
--- a/relay/channel/ollama/relay-ollama.go
+++ b/relay/channel/ollama/relay-ollama.go
 package ollama
 import (
+	"bufio"
 	"encoding/json"
 	"fmt"
 	"io"
 	"net/http"
 	"strings"
+	"time"
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/dto"
@@ -283,3 +285,246 @@ func ollamaEmbeddingHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *h
 	service.IOCopyBytesGracefully(c, resp, out)
 	return usage, nil
 }
+func FetchOllamaModels(baseURL, apiKey string) ([]OllamaModel, error) {
+	url := fmt.Sprintf("%s/api/tags", baseURL)
+	client := &http.Client{}
+	request, err := http.NewRequest("GET", url, nil)
+	if err != nil {
+		return nil, fmt.Errorf("创建请求失败: %v", err)
+	}
+	// Ollama 通常不需要 Bearer token，但为了兼容性保留
+	if apiKey != "" {
+		request.Header.Set("Authorization", "Bearer "+apiKey)
+	}
+	response, err := client.Do(request)
+	if err != nil {
+		return nil, fmt.Errorf("请求失败: %v", err)
+	}
+	defer response.Body.Close()
+	if response.StatusCode != http.StatusOK {
+		body, _ := io.ReadAll(response.Body)
+		return nil, fmt.Errorf("服务器返回错误 %d: %s", response.StatusCode, string(body))
+	}
+	var tagsResponse OllamaTagsResponse
+	body, err := io.ReadAll(response.Body)
+	if err != nil {
+		return nil, fmt.Errorf("读取响应失败: %v", err)
+	}
+	err = common.Unmarshal(body, &tagsResponse)
+	if err != nil {
+		return nil, fmt.Errorf("解析响应失败: %v", err)
+	}
+	return tagsResponse.Models, nil
+}
+// 拉取 Ollama 模型 (非流式)
+func PullOllamaModel(baseURL, apiKey, modelName string) error {
+	url := fmt.Sprintf("%s/api/pull", baseURL)
+	pullRequest := OllamaPullRequest{
+		Name:   modelName,
+		Stream: false, // 非流式，简化处理
+	}
+	requestBody, err := common.Marshal(pullRequest)
+	if err != nil {
+		return fmt.Errorf("序列化请求失败: %v", err)
+	}
+	client := &http.Client{
+		Timeout: 30 * 60 * 1000 * time.Millisecond, // 30分钟超时，支持大模型
+	}
+	request, err := http.NewRequest("POST", url, strings.NewReader(string(requestBody)))
+	if err != nil {
+		return fmt.Errorf("创建请求失败: %v", err)
+	}
+	request.Header.Set("Content-Type", "application/json")
+	if apiKey != "" {
+		request.Header.Set("Authorization", "Bearer "+apiKey)
+	}
+	response, err := client.Do(request)
+	if err != nil {
+		return fmt.Errorf("请求失败: %v", err)
+	}
+	defer response.Body.Close()
+	if response.StatusCode != http.StatusOK {
+		body, _ := io.ReadAll(response.Body)
+		return fmt.Errorf("拉取模型失败 %d: %s", response.StatusCode, string(body))
+	}
+	return nil
+}
+// 流式拉取 Ollama 模型 (支持进度回调)
+func PullOllamaModelStream(baseURL, apiKey, modelName string, progressCallback func(OllamaPullResponse)) error {
+	url := fmt.Sprintf("%s/api/pull", baseURL)
+	pullRequest := OllamaPullRequest{
+		Name:   modelName,
+		Stream: true, // 启用流式
+	}
+	requestBody, err := common.Marshal(pullRequest)
+	if err != nil {
+		return fmt.Errorf("序列化请求失败: %v", err)
+	}
+	client := &http.Client{
+		Timeout: 60 * 60 * 1000 * time.Millisecond, // 1小时超时，支持超大模型
+	}
+	request, err := http.NewRequest("POST", url, strings.NewReader(string(requestBody)))
+	if err != nil {
+		return fmt.Errorf("创建请求失败: %v", err)
+	}
+	request.Header.Set("Content-Type", "application/json")
+	if apiKey != "" {
+		request.Header.Set("Authorization", "Bearer "+apiKey)
+	}
+	response, err := client.Do(request)
+	if err != nil {
+		return fmt.Errorf("请求失败: %v", err)
+	}
+	defer response.Body.Close()
+	if response.StatusCode != http.StatusOK {
+		body, _ := io.ReadAll(response.Body)
+		return fmt.Errorf("拉取模型失败 %d: %s", response.StatusCode, string(body))
+	}
+	// 读取流式响应
+	scanner := bufio.NewScanner(response.Body)
+	successful := false
+	for scanner.Scan() {
+		line := scanner.Text()
+		if strings.TrimSpace(line) == "" {
+			continue
+		}
+		var pullResponse OllamaPullResponse
+		if err := common.Unmarshal([]byte(line), &pullResponse); err != nil {
+			continue // 忽略解析失败的行
+		}
+		if progressCallback != nil {
+			progressCallback(pullResponse)
+		}
+		// 检查是否出现错误或完成
+		if strings.EqualFold(pullResponse.Status, "error") {
+			return fmt.Errorf("拉取模型失败: %s", strings.TrimSpace(line))
+		}
+		if strings.EqualFold(pullResponse.Status, "success") {
+			successful = true
+			break
+		}
+	}
+	if err := scanner.Err(); err != nil {
+		return fmt.Errorf("读取流式响应失败: %v", err)
+	}
+	if !successful {
+		return fmt.Errorf("拉取模型未完成: 未收到成功状态")
+	}
+	return nil
+}
+// 删除 Ollama 模型
+func DeleteOllamaModel(baseURL, apiKey, modelName string) error {
+	url := fmt.Sprintf("%s/api/delete", baseURL)
+	deleteRequest := OllamaDeleteRequest{
+		Name: modelName,
+	}
+	requestBody, err := common.Marshal(deleteRequest)
+	if err != nil {
+		return fmt.Errorf("序列化请求失败: %v", err)
+	}
+	client := &http.Client{}
+	request, err := http.NewRequest("DELETE", url, strings.NewReader(string(requestBody)))
+	if err != nil {
+		return fmt.Errorf("创建请求失败: %v", err)
+	}
+	request.Header.Set("Content-Type", "application/json")
+	if apiKey != "" {
+		request.Header.Set("Authorization", "Bearer "+apiKey)
+	}
+	response, err := client.Do(request)
+	if err != nil {
+		return fmt.Errorf("请求失败: %v", err)
+	}
+	defer response.Body.Close()
+	if response.StatusCode != http.StatusOK {
+		body, _ := io.ReadAll(response.Body)
+		return fmt.Errorf("删除模型失败 %d: %s", response.StatusCode, string(body))
+	}
+	return nil
+}
+func FetchOllamaVersion(baseURL, apiKey string) (string, error) {
+	trimmedBase := strings.TrimRight(baseURL, "/")
+	if trimmedBase == "" {
+		return "", fmt.Errorf("baseURL 为空")
+	}
+	url := fmt.Sprintf("%s/api/version", trimmedBase)
+	client := &http.Client{Timeout: 10 * time.Second}
+	request, err := http.NewRequest("GET", url, nil)
+	if err != nil {
+		return "", fmt.Errorf("创建请求失败: %v", err)
+	}
+	if apiKey != "" {
+		request.Header.Set("Authorization", "Bearer "+apiKey)
+	}
+	response, err := client.Do(request)
+	if err != nil {
+		return "", fmt.Errorf("请求失败: %v", err)
+	}
+	defer response.Body.Close()
+	body, err := io.ReadAll(response.Body)
+	if err != nil {
+		return "", fmt.Errorf("读取响应失败: %v", err)
+	}
+	if response.StatusCode != http.StatusOK {
+		return "", fmt.Errorf("查询版本失败 %d: %s", response.StatusCode, string(body))
+	}
+	var versionResp struct {
+		Version string `json:"version"`
+	}
+	if err := json.Unmarshal(body, &versionResp); err != nil {
+		return "", fmt.Errorf("解析响应失败: %v", err)
+	}
+	if versionResp.Version == "" {
+		return "", fmt.Errorf("未返回版本信息")
+	}
+	return versionResp.Version, nil
+}
--- a/relay/channel/openai/adaptor.go
+++ b/relay/channel/openai/adaptor.go
@@ -42,7 +42,7 @@ type Adaptor struct {
 // support OAI models: o1-mini/o3-mini/o4-mini/o1/o3 etc...
 // minimal effort only available in gpt-5
 func parseReasoningEffortFromModelSuffix(model string) (string, string) {
-	effortSuffixes := []string{"-high", "-minimal", "-low", "-medium", "-none"}
+	effortSuffixes := []string{"-high", "-minimal", "-low", "-medium", "-none", "-xhigh"}
 	for _, suffix := range effortSuffixes {
 		if strings.HasSuffix(model, suffix) {
 			effort := strings.TrimPrefix(suffix, "-")

--- a/relay/channel/openai/audio.go
+++ b/relay/channel/openai/audio.go
+package openai
+import (
+	"bytes"
+	"fmt"
+	"io"
+	"math"
+	"net/http"
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/logger"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/relay/helper"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/types"
+	"github.com/gin-gonic/gin"
+)
+func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) *dto.Usage {
+	// the status code has been judged before, if there is a body reading failure,
+	// it should be regarded as a non-recoverable error, so it should not return err for external retry.
+	// Analogous to nginx's load balancing, it will only retry if it can't be requested or
+	// if the upstream returns a specific status code, once the upstream has already written the header,
+	// the subsequent failure of the response body should be regarded as a non-recoverable error,
+	// and can be terminated directly.
+	defer service.CloseResponseBodyGracefully(resp)
+	usage := &dto.Usage{}
+	usage.PromptTokens = info.GetEstimatePromptTokens()
+	usage.TotalTokens = info.GetEstimatePromptTokens()
+	for k, v := range resp.Header {
+		c.Writer.Header().Set(k, v[0])
+	}
+	c.Writer.WriteHeader(resp.StatusCode)
+	if info.IsStream {
+		helper.StreamScannerHandler(c, resp, info, func(data string) bool {
+			if service.SundaySearch(data, "usage") {
+				var simpleResponse dto.SimpleResponse
+				err := common.Unmarshal([]byte(data), &simpleResponse)
+				if err != nil {
+					logger.LogError(c, err.Error())
+				}
+				if simpleResponse.Usage.TotalTokens != 0 {
+					usage.PromptTokens = simpleResponse.Usage.InputTokens
+					usage.CompletionTokens = simpleResponse.OutputTokens
+					usage.TotalTokens = simpleResponse.TotalTokens
+				}
+			}
+			_ = helper.StringData(c, data)
+			return true
+		})
+	} else {
+		common.SetContextKey(c, constant.ContextKeyLocalCountTokens, true)
+		// 读取响应体到缓冲区
+		bodyBytes, err := io.ReadAll(resp.Body)
+		if err != nil {
+			logger.LogError(c, fmt.Sprintf("failed to read TTS response body: %v", err))
+			c.Writer.WriteHeaderNow()
+			return usage
+		}
+		// 写入响应到客户端
+		c.Writer.WriteHeaderNow()
+		_, err = c.Writer.Write(bodyBytes)
+		if err != nil {
+			logger.LogError(c, fmt.Sprintf("failed to write TTS response: %v", err))
+		}
+		// 计算音频时长并更新 usage
+		audioFormat := "mp3" // 默认格式
+		if audioReq, ok := info.Request.(*dto.AudioRequest); ok && audioReq.ResponseFormat != "" {
+			audioFormat = audioReq.ResponseFormat
+		}
+		var duration float64
+		var durationErr error
+		if audioFormat == "pcm" {
+			// PCM 格式没有文件头，根据 OpenAI TTS 的 PCM 参数计算时长
+			// 采样率: 24000 Hz, 位深度: 16-bit (2 bytes), 声道数: 1
+			const sampleRate = 24000
+			const bytesPerSample = 2
+			const channels = 1
+			duration = float64(len(bodyBytes)) / float64(sampleRate*bytesPerSample*channels)
+		} else {
+			ext := "." + audioFormat
+			reader := bytes.NewReader(bodyBytes)
+			duration, durationErr = common.GetAudioDuration(c.Request.Context(), reader, ext)
+		}
+		usage.PromptTokensDetails.TextTokens = usage.PromptTokens
+		if durationErr != nil {
+			logger.LogWarn(c, fmt.Sprintf("failed to get audio duration: %v", durationErr))
+			// 如果无法获取时长，则设置保底的 CompletionTokens，根据body大小计算
+			sizeInKB := float64(len(bodyBytes)) / 1000.0
+			estimatedTokens := int(math.Ceil(sizeInKB)) // 粗略估算每KB约等于1 token
+			usage.CompletionTokens = estimatedTokens
+			usage.CompletionTokenDetails.AudioTokens = estimatedTokens
+		} else if duration > 0 {
+			// 计算 token: ceil(duration) / 60.0 * 1000，即每分钟 1000 tokens
+			completionTokens := int(math.Round(math.Ceil(duration) / 60.0 * 1000))
+			usage.CompletionTokens = completionTokens
+			usage.CompletionTokenDetails.AudioTokens = completionTokens
+		}
+		usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
+	}
+	return usage
+}
+func OpenaiSTTHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo, responseFormat string) (*types.NewAPIError, *dto.Usage) {
+	defer service.CloseResponseBodyGracefully(resp)
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return types.NewOpenAIError(err, types.ErrorCodeReadResponseBodyFailed, http.StatusInternalServerError), nil
+	}
+	// 写入新的 response body
+	service.IOCopyBytesGracefully(c, resp, responseBody)
+	var responseData struct {
+		Usage *dto.Usage `json:"usage"`
+	}
+	if err := common.Unmarshal(responseBody, &responseData); err == nil && responseData.Usage != nil {
+		if responseData.Usage.TotalTokens > 0 {
+			usage := responseData.Usage
+			if usage.PromptTokens == 0 {
+				usage.PromptTokens = usage.InputTokens
+			}
+			if usage.CompletionTokens == 0 {
+				usage.CompletionTokens = usage.OutputTokens
+			}
+			return nil, usage
+		}
+	}
+	usage := &dto.Usage{}
+	usage.PromptTokens = info.GetEstimatePromptTokens()
+	usage.CompletionTokens = 0
+	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
+	return nil, usage
+}
--- a/relay/channel/openai/helper.go
+++ b/relay/channel/openai/helper.go
@@ -172,7 +172,7 @@ func handleLastResponse(lastStreamData string, responseId *string, createAt *int
 	shouldSendLastResp *bool) error {
 	var lastStreamResponse dto.ChatCompletionsStreamResponse
-	if err := json.Unmarshal(common.StringToByteSlice(lastStreamData), &lastStreamResponse); err != nil {
+	if err := common.Unmarshal(common.StringToByteSlice(lastStreamData), &lastStreamResponse); err != nil {
 		return err
 	}
@@ -208,7 +208,6 @@ func HandleFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, lastStream
 		helper.Done(c)
 	case types.RelayFormatClaude:
-		info.ClaudeConvertInfo.Done = true
 		var streamResponse dto.ChatCompletionsStreamResponse
 		if err := common.Unmarshal(common.StringToByteSlice(lastStreamData), &streamResponse); err != nil {
 			common.SysLog("error unmarshalling stream response: " + err.Error())
@@ -221,6 +220,7 @@ func HandleFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, lastStream
 		for _, resp := range claudeResponses {
 			_ = helper.ClaudeData(c, *resp)
 		}
+		info.ClaudeConvertInfo.Done = true
 	case types.RelayFormatGemini:
 		var streamResponse dto.ChatCompletionsStreamResponse

--- a/relay/channel/openai/relay-openai.go
+++ b/relay/channel/openai/relay-openai.go
 package openai
 import (
-	"encoding/json"
 	"fmt"
 	"io"
 	"net/http"
@@ -151,7 +150,7 @@ func OaiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Re
 		var streamResp struct {
 			Usage *dto.Usage `json:"usage"`
 		}
-		err := json.Unmarshal([]byte(secondLastStreamData), &streamResp)
+		err := common.Unmarshal([]byte(secondLastStreamData), &streamResp)
 		if err == nil && streamResp.Usage != nil && service.ValidUsage(streamResp.Usage) {
 			usage = streamResp.Usage
 			containStreamUsage = true
@@ -327,68 +326,6 @@ func streamTTSResponse(c *gin.Context, resp *http.Response) {
 	}
 }
-func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) *dto.Usage {
-	// the status code has been judged before, if there is a body reading failure,
-	// it should be regarded as a non-recoverable error, so it should not return err for external retry.
-	// Analogous to nginx's load balancing, it will only retry if it can't be requested or
-	// if the upstream returns a specific status code, once the upstream has already written the header,
-	// the subsequent failure of the response body should be regarded as a non-recoverable error,
-	// and can be terminated directly.
-	defer service.CloseResponseBodyGracefully(resp)
-	usage := &dto.Usage{}
-	usage.PromptTokens = info.GetEstimatePromptTokens()
-	usage.TotalTokens = info.GetEstimatePromptTokens()
-	for k, v := range resp.Header {
-		c.Writer.Header().Set(k, v[0])
-	}
-	c.Writer.WriteHeader(resp.StatusCode)
-	isStreaming := resp.ContentLength == -1 || resp.Header.Get("Content-Length") == ""
-	if isStreaming {
-		streamTTSResponse(c, resp)
-	} else {
-		c.Writer.WriteHeaderNow()
-		_, err := io.Copy(c.Writer, resp.Body)
-		if err != nil {
-			logger.LogError(c, err.Error())
-		}
-	}
-	return usage
-}
-func OpenaiSTTHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo, responseFormat string) (*types.NewAPIError, *dto.Usage) {
-	defer service.CloseResponseBodyGracefully(resp)
-	responseBody, err := io.ReadAll(resp.Body)
-	if err != nil {
-		return types.NewOpenAIError(err, types.ErrorCodeReadResponseBodyFailed, http.StatusInternalServerError), nil
-	}
-	// 写入新的 response body
-	service.IOCopyBytesGracefully(c, resp, responseBody)
-	var responseData struct {
-		Usage *dto.Usage `json:"usage"`
-	}
-	if err := json.Unmarshal(responseBody, &responseData); err == nil && responseData.Usage != nil {
-		if responseData.Usage.TotalTokens > 0 {
-			usage := responseData.Usage
-			if usage.PromptTokens == 0 {
-				usage.PromptTokens = usage.InputTokens
-			}
-			if usage.CompletionTokens == 0 {
-				usage.CompletionTokens = usage.OutputTokens
-			}
-			return nil, usage
-		}
-	}
-	usage := &dto.Usage{}
-	usage.PromptTokens = info.GetEstimatePromptTokens()
-	usage.CompletionTokens = 0
-	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
-	return nil, usage
-}
 func OpenaiRealtimeHandler(c *gin.Context, info *relaycommon.RelayInfo) (*types.NewAPIError, *dto.RealtimeUsage) {
 	if info == nil || info.ClientWs == nil || info.TargetWs == nil {
 		return types.NewError(fmt.Errorf("invalid websocket connection"), types.ErrorCodeBadResponse), nil
@@ -659,7 +596,7 @@ func applyUsagePostProcessing(info *relaycommon.RelayInfo, usage *dto.Usage, res
 		if usage.PromptTokensDetails.CachedTokens == 0 && usage.PromptCacheHitTokens != 0 {
 			usage.PromptTokensDetails.CachedTokens = usage.PromptCacheHitTokens
 		}
-	case constant.ChannelTypeZhipu_v4:
+	case constant.ChannelTypeZhipu_v4, constant.ChannelTypeMoonshot:
 		if usage.PromptTokensDetails.CachedTokens == 0 {
 			if usage.InputTokensDetails != nil && usage.InputTokensDetails.CachedTokens > 0 {
 				usage.PromptTokensDetails.CachedTokens = usage.InputTokensDetails.CachedTokens
@@ -687,7 +624,7 @@ func extractCachedTokensFromBody(body []byte) (int, bool) {
 		} `json:"usage"`
 	}
-	if err := json.Unmarshal(body, &payload); err != nil {
+	if err := common.Unmarshal(body, &payload); err != nil {
 		return 0, false
 	}

--- a/relay/channel/task/ali/adaptor.go
+++ b/relay/channel/task/ali/adaptor.go
@@ -192,6 +192,10 @@ func sizeToResolution(size string) (string, error) {
 func ProcessAliOtherRatios(aliReq *AliVideoRequest) (map[string]float64, error) {
 	otherRatios := make(map[string]float64)
 	aliRatios := map[string]map[string]float64{
+		"wan2.6-i2v": {
+			"720P":  1,
+			"1080P": 1 / 0.6,
+		},
 		"wan2.5-t2v-preview": {
 			"480P":  1,
 			"720P":  2,

--- a/relay/channel/task/jimeng/adaptor.go
+++ b/relay/channel/task/jimeng/adaptor.go
@@ -196,7 +196,7 @@ func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *rela
 	}
 	if jResp.Code != 10000 {
-		taskErr = service.TaskErrorWrapper(fmt.Errorf(jResp.Message), fmt.Sprintf("%d", jResp.Code), http.StatusInternalServerError)
+		taskErr = service.TaskErrorWrapper(fmt.Errorf("%s", jResp.Message), fmt.Sprintf("%d", jResp.Code), http.StatusInternalServerError)
 		return
 	}

--- a/relay/channel/task/kling/adaptor.go
+++ b/relay/channel/task/kling/adaptor.go
@@ -186,7 +186,7 @@ func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *rela
 		return
 	}
 	if kResp.Code != 0 {
-		taskErr = service.TaskErrorWrapperLocal(fmt.Errorf(kResp.Message), "task_failed", http.StatusBadRequest)
+		taskErr = service.TaskErrorWrapperLocal(fmt.Errorf("%s", kResp.Message), "task_failed", http.StatusBadRequest)
 		return
 	}
 	ov := dto.NewOpenAIVideo()

--- a/relay/channel/task/suno/adaptor.go
+++ b/relay/channel/task/suno/adaptor.go
@@ -105,7 +105,7 @@ func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *rela
 		return
 	}
 	if !sunoResponse.IsSuccess() {
-		taskErr = service.TaskErrorWrapper(fmt.Errorf(sunoResponse.Message), sunoResponse.Code, http.StatusInternalServerError)
+		taskErr = service.TaskErrorWrapper(fmt.Errorf("%s", sunoResponse.Message), sunoResponse.Code, http.StatusInternalServerError)
 		return
 	}

--- a/relay/channel/vertex/adaptor.go
+++ b/relay/channel/vertex/adaptor.go
@@ -51,10 +51,43 @@ type Adaptor struct {
 }
 func (a *Adaptor) ConvertGeminiRequest(c *gin.Context, info *relaycommon.RelayInfo, request *dto.GeminiChatRequest) (any, error) {
+	// Vertex AI does not support functionResponse.id; keep it stripped here for consistency.
+	if model_setting.GetGeminiSettings().RemoveFunctionResponseIdEnabled {
+		removeFunctionResponseID(request)
+	}
 	geminiAdaptor := gemini.Adaptor{}
 	return geminiAdaptor.ConvertGeminiRequest(c, info, request)
 }
+func removeFunctionResponseID(request *dto.GeminiChatRequest) {
+	if request == nil {
+		return
+	}
+	if len(request.Contents) > 0 {
+		for i := range request.Contents {
+			if len(request.Contents[i].Parts) == 0 {
+				continue
+			}
+			for j := range request.Contents[i].Parts {
+				part := &request.Contents[i].Parts[j]
+				if part.FunctionResponse == nil {
+					continue
+				}
+				if len(part.FunctionResponse.ID) > 0 {
+					part.FunctionResponse.ID = nil
+				}
+			}
+		}
+	}
+	if len(request.Requests) > 0 {
+		for i := range request.Requests {
+			removeFunctionResponseID(&request.Requests[i])
+		}
+	}
+}
 func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *relaycommon.RelayInfo, request *dto.ClaudeRequest) (any, error) {
 	if v, ok := claudeModelMap[info.UpstreamModelName]; ok {
 		c.Set("request_model", v)

--- a/relay/channel/zhipu_4v/dto.go
+++ b/relay/channel/zhipu_4v/dto.go
@@ -4,6 +4,7 @@ import (
 	"time"
 	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/types"
 )
 //	type ZhipuMessage struct {
@@ -37,7 +38,7 @@ type ZhipuV4Response struct {
 	Model               string                         `json:"model"`
 	TextResponseChoices []dto.OpenAITextResponseChoice `json:"choices"`
 	Usage               dto.Usage                      `json:"usage"`
-	Error               dto.OpenAIError                `json:"error"`
+	Error               types.OpenAIError              `json:"error"`
 }
 //

--- a/relay/common/relay_info.go
+++ b/relay/common/relay_info.go
@@ -11,6 +11,7 @@ import (
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
 	relayconstant "github.com/QuantumNous/new-api/relay/constant"
+	"github.com/QuantumNous/new-api/setting/model_setting"
 	"github.com/QuantumNous/new-api/types"
 	"github.com/gin-gonic/gin"
@@ -81,8 +82,9 @@ type TokenCountMeta struct {
 type RelayInfo struct {
 	TokenId           int
 	TokenKey          string
+	TokenGroup        string
 	UserId            int
-	UsingGroup        string // 使用的分组
+	UsingGroup        string // 使用的分组，当auto跨分组重试时，会变动
 	UserGroup         string // 用户所在分组
 	TokenUnlimited    bool
 	StartTime         time.Time
@@ -373,6 +375,12 @@ func genBaseRelayInfo(c *gin.Context, request dto.Request) *RelayInfo {
 	//channelId := common.GetContextKeyInt(c, constant.ContextKeyChannelId)
 	//paramOverride := common.GetContextKeyStringMap(c, constant.ContextKeyChannelParamOverride)
+	tokenGroup := common.GetContextKeyString(c, constant.ContextKeyTokenGroup)
+	// 当令牌分组为空时，表示使用用户分组
+	if tokenGroup == "" {
+		tokenGroup = common.GetContextKeyString(c, constant.ContextKeyUserGroup)
+	}
 	startTime := common.GetContextKeyTime(c, constant.ContextKeyRequestStartTime)
 	if startTime.IsZero() {
 		startTime = time.Now()
@@ -400,6 +408,7 @@ func genBaseRelayInfo(c *gin.Context, request dto.Request) *RelayInfo {
 		TokenId:        common.GetContextKeyInt(c, constant.ContextKeyTokenId),
 		TokenKey:       common.GetContextKeyString(c, constant.ContextKeyTokenKey),
 		TokenUnlimited: common.GetContextKeyBool(c, constant.ContextKeyTokenUnlimited),
+		TokenGroup:     tokenGroup,
 		isFirstResponse: true,
 		RelayMode:       relayconstant.Path2RelayMode(c.Request.URL.Path),
@@ -626,3 +635,47 @@ func RemoveDisabledFields(jsonData []byte, channelOtherSettings dto.ChannelOther
 	}
 	return jsonDataAfter, nil
 }
+// RemoveGeminiDisabledFields removes disabled fields from Gemini request JSON data
+// Currently supports removing functionResponse.id field which Vertex AI does not support
+func RemoveGeminiDisabledFields(jsonData []byte) ([]byte, error) {
+	if !model_setting.GetGeminiSettings().RemoveFunctionResponseIdEnabled {
+		return jsonData, nil
+	}
+	var data map[string]interface{}
+	if err := common.Unmarshal(jsonData, &data); err != nil {
+		common.SysError("RemoveGeminiDisabledFields Unmarshal error: " + err.Error())
+		return jsonData, nil
+	}
+	// Process contents array
+	// Handle both camelCase (functionResponse) and snake_case (function_response)
+	if contents, ok := data["contents"].([]interface{}); ok {
+		for _, content := range contents {
+			if contentMap, ok := content.(map[string]interface{}); ok {
+				if parts, ok := contentMap["parts"].([]interface{}); ok {
+					for _, part := range parts {
+						if partMap, ok := part.(map[string]interface{}); ok {
+							// Check functionResponse (camelCase)
+							if funcResp, ok := partMap["functionResponse"].(map[string]interface{}); ok {
+								delete(funcResp, "id")
+							}
+							// Check function_response (snake_case)
+							if funcResp, ok := partMap["function_response"].(map[string]interface{}); ok {
+								delete(funcResp, "id")
+							}
+						}
+					}
+				}
+			}
+		}
+	}
+	jsonDataAfter, err := common.Marshal(data)
+	if err != nil {
+		common.SysError("RemoveGeminiDisabledFields Marshal error: " + err.Error())
+		return jsonData, nil
+	}
+	return jsonDataAfter, nil
+}
--- a/relay/compatible_handler.go
+++ b/relay/compatible_handler.go
--- a/relay/embedding_handler.go
+++ b/relay/embedding_handler.go
--- a/relay/gemini_handler.go
+++ b/relay/gemini_handler.go
--- a/relay/helper/common.go
+++ b/relay/helper/common.go
--- a/relay/image_handler.go
+++ b/relay/image_handler.go
--- a/relay/relay_task.go
+++ b/relay/relay_task.go
--- a/relay/rerank_handler.go
+++ b/relay/rerank_handler.go
--- a/relay/responses_handler.go
+++ b/relay/responses_handler.go
--- a/router/api-router.go
+++ b/router/api-router.go
--- a/service/channel_select.go
+++ b/service/channel_select.go
--- a/service/convert.go
+++ b/service/convert.go
--- a/service/error.go
+++ b/service/error.go
--- a/service/quota.go
+++ b/service/quota.go
--- a/service/token_counter.go
+++ b/service/token_counter.go
--- a/setting/model_setting/gemini.go
+++ b/setting/model_setting/gemini.go
--- a/setting/ratio_setting/model_ratio.go
+++ b/setting/ratio_setting/model_ratio.go
--- a/setting/reasoning/suffix.go
+++ b/setting/reasoning/suffix.go
--- a/setting/system_setting/discord.go
+++ b/setting/system_setting/discord.go
--- a/types/error.go
+++ b/types/error.go
--- a/types/price_data.go
+++ b/types/price_data.go
--- a/web/bun.lock
+++ b/web/bun.lock
--- a/web/package.json
+++ b/web/package.json
--- a/web/src/App.jsx
+++ b/web/src/App.jsx
--- a/web/src/components/layout/SiderBar.jsx
+++ b/web/src/components/layout/SiderBar.jsx
--- a/web/src/components/layout/components/SkeletonWrapper.jsx
+++ b/web/src/components/layout/components/SkeletonWrapper.jsx
--- a/web/src/components/model-deployments/DeploymentAccessGuard.jsx
+++ b/web/src/components/model-deployments/DeploymentAccessGuard.jsx
--- a/web/src/components/settings/ModelDeploymentSetting.jsx
+++ b/web/src/components/settings/ModelDeploymentSetting.jsx
--- a/web/src/components/settings/ModelSetting.jsx
+++ b/web/src/components/settings/ModelSetting.jsx
--- a/web/src/components/settings/PersonalSetting.jsx
+++ b/web/src/components/settings/PersonalSetting.jsx
--- a/web/src/components/table/channels/ChannelsColumnDefs.jsx
+++ b/web/src/components/table/channels/ChannelsColumnDefs.jsx
--- a/web/src/components/table/channels/ChannelsTable.jsx
+++ b/web/src/components/table/channels/ChannelsTable.jsx
--- a/web/src/components/table/channels/index.jsx
+++ b/web/src/components/table/channels/index.jsx
--- a/web/src/components/table/channels/modals/EditChannelModal.jsx
+++ b/web/src/components/table/channels/modals/EditChannelModal.jsx
--- a/web/src/components/table/channels/modals/ModelSelectModal.jsx
+++ b/web/src/components/table/channels/modals/ModelSelectModal.jsx
--- a/web/src/components/table/channels/modals/OllamaModelModal.jsx
+++ b/web/src/components/table/channels/modals/OllamaModelModal.jsx
--- a/web/src/components/table/model-deployments/DeploymentsActions.jsx
+++ b/web/src/components/table/model-deployments/DeploymentsActions.jsx
--- a/web/src/components/table/model-deployments/DeploymentsColumnDefs.jsx
+++ b/web/src/components/table/model-deployments/DeploymentsColumnDefs.jsx
--- a/web/src/components/table/model-deployments/DeploymentsFilters.jsx
+++ b/web/src/components/table/model-deployments/DeploymentsFilters.jsx
--- a/web/src/components/table/model-deployments/DeploymentsTable.jsx
+++ b/web/src/components/table/model-deployments/DeploymentsTable.jsx
--- a/web/src/components/table/model-deployments/index.jsx
+++ b/web/src/components/table/model-deployments/index.jsx
--- a/web/src/components/table/model-deployments/modals/ColumnSelectorModal.jsx
+++ b/web/src/components/table/model-deployments/modals/ColumnSelectorModal.jsx
--- a/web/src/components/table/model-deployments/modals/ConfirmationDialog.jsx
+++ b/web/src/components/table/model-deployments/modals/ConfirmationDialog.jsx
--- a/web/src/components/table/model-deployments/modals/CreateDeploymentModal.jsx
+++ b/web/src/components/table/model-deployments/modals/CreateDeploymentModal.jsx
--- a/web/src/components/table/model-deployments/modals/EditDeploymentModal.jsx
+++ b/web/src/components/table/model-deployments/modals/EditDeploymentModal.jsx
--- a/web/src/components/table/model-deployments/modals/ExtendDurationModal.jsx
+++ b/web/src/components/table/model-deployments/modals/ExtendDurationModal.jsx
--- a/web/src/components/table/model-deployments/modals/UpdateConfigModal.jsx
+++ b/web/src/components/table/model-deployments/modals/UpdateConfigModal.jsx
--- a/web/src/components/table/model-deployments/modals/ViewDetailsModal.jsx
+++ b/web/src/components/table/model-deployments/modals/ViewDetailsModal.jsx
--- a/web/src/components/table/model-deployments/modals/ViewLogsModal.jsx
+++ b/web/src/components/table/model-deployments/modals/ViewLogsModal.jsx
--- a/web/src/components/table/tokens/TokensColumnDefs.jsx
+++ b/web/src/components/table/tokens/TokensColumnDefs.jsx
--- a/web/src/components/table/tokens/modals/EditTokenModal.jsx
+++ b/web/src/components/table/tokens/modals/EditTokenModal.jsx
--- a/web/src/helpers/render.jsx
+++ b/web/src/helpers/render.jsx
--- a/web/src/hooks/channels/useChannelsData.jsx
+++ b/web/src/hooks/channels/useChannelsData.jsx
--- a/web/src/hooks/common/useSidebar.js
+++ b/web/src/hooks/common/useSidebar.js
--- a/web/src/hooks/model-deployments/useDeploymentResources.js
+++ b/web/src/hooks/model-deployments/useDeploymentResources.js
--- a/web/src/hooks/model-deployments/useDeploymentsData.jsx
+++ b/web/src/hooks/model-deployments/useDeploymentsData.jsx
--- a/web/src/hooks/model-deployments/useEnhancedDeploymentActions.jsx
+++ b/web/src/hooks/model-deployments/useEnhancedDeploymentActions.jsx
--- a/web/src/hooks/model-deployments/useModelDeploymentSettings.js
+++ b/web/src/hooks/model-deployments/useModelDeploymentSettings.js
--- a/web/src/i18n/i18n.js
+++ b/web/src/i18n/i18n.js
--- a/web/src/i18n/locales/en.json
+++ b/web/src/i18n/locales/en.json
--- a/web/src/i18n/locales/fr.json
+++ b/web/src/i18n/locales/fr.json
--- a/web/src/i18n/locales/ja.json
+++ b/web/src/i18n/locales/ja.json
--- a/web/src/i18n/locales/ru.json
+++ b/web/src/i18n/locales/ru.json
--- a/web/src/i18n/locales/vi.json
+++ b/web/src/i18n/locales/vi.json
--- a/web/src/i18n/locales/zh.json
+++ b/web/src/i18n/locales/zh.json
--- a/web/src/pages/ModelDeployment/index.jsx
+++ b/web/src/pages/ModelDeployment/index.jsx
--- a/web/src/pages/Setting/Model/SettingGeminiModel.jsx
+++ b/web/src/pages/Setting/Model/SettingGeminiModel.jsx
--- a/web/src/pages/Setting/Model/SettingModelDeployment.jsx
+++ b/web/src/pages/Setting/Model/SettingModelDeployment.jsx
--- a/web/src/pages/Setting/Operation/SettingsSidebarModulesAdmin.jsx
+++ b/web/src/pages/Setting/Operation/SettingsSidebarModulesAdmin.jsx
--- a/web/src/pages/Setting/Personal/SettingsSidebarModulesUser.jsx
+++ b/web/src/pages/Setting/Personal/SettingsSidebarModulesUser.jsx
--- a/web/src/pages/Setting/index.jsx
+++ b/web/src/pages/Setting/index.jsx
--- a/web/vite.config.js
+++ b/web/vite.config.js