feat: add Hugging Face Spaces Docker deployment
Browse files- Multi-stage Dockerfile for frontend + backend
- Automatic model download from Hugging Face Hub
- Nginx reverse proxy on port 7860
- CPU-only deployment (8-12GB RAM)
- Environment detection for API URL configuration
- .dockerignore +54 -0
- Dockerfile.huggingface +113 -0
- README-HF.md +64 -0
- docker-entrypoint.sh +35 -0
.dockerignore
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Python
|
| 2 |
+
__pycache__/
|
| 3 |
+
*.py[cod]
|
| 4 |
+
*$py.class
|
| 5 |
+
*.so
|
| 6 |
+
.Python
|
| 7 |
+
build/
|
| 8 |
+
env/
|
| 9 |
+
venv/
|
| 10 |
+
.venv
|
| 11 |
+
|
| 12 |
+
# Node - 注意:為了 HF Spaces,我們保留 node_modules
|
| 13 |
+
# node_modules/
|
| 14 |
+
npm-debug.log*
|
| 15 |
+
yarn-debug.log*
|
| 16 |
+
yarn-error.log*
|
| 17 |
+
|
| 18 |
+
# Docker
|
| 19 |
+
.dockerignore
|
| 20 |
+
docker-compose*.yml
|
| 21 |
+
Dockerfile*
|
| 22 |
+
!Dockerfile.huggingface
|
| 23 |
+
|
| 24 |
+
# Git
|
| 25 |
+
.git/
|
| 26 |
+
.gitignore
|
| 27 |
+
|
| 28 |
+
# IDE
|
| 29 |
+
.vscode/
|
| 30 |
+
.idea/
|
| 31 |
+
*.swp
|
| 32 |
+
|
| 33 |
+
# 上傳和輸出(運行時生成)
|
| 34 |
+
backend/uploads/
|
| 35 |
+
backend/outputs/
|
| 36 |
+
outputs/
|
| 37 |
+
|
| 38 |
+
# 模型(運行時下載)
|
| 39 |
+
models/
|
| 40 |
+
|
| 41 |
+
# 環境變數
|
| 42 |
+
.env
|
| 43 |
+
.env.local
|
| 44 |
+
|
| 45 |
+
# 文檔和腳本
|
| 46 |
+
*.md
|
| 47 |
+
!README-HF.md
|
| 48 |
+
*.sh
|
| 49 |
+
!docker-entrypoint.sh
|
| 50 |
+
|
| 51 |
+
# 測試
|
| 52 |
+
*.log
|
| 53 |
+
.pytest_cache/
|
| 54 |
+
.coverage
|
Dockerfile.huggingface
ADDED
|
@@ -0,0 +1,113 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Dockerfile for Hugging Face Spaces
|
| 2 |
+
# 完整的前端 + 後端部署
|
| 3 |
+
|
| 4 |
+
# Stage 1: 構建前端
|
| 5 |
+
FROM node:20-alpine AS frontend-builder
|
| 6 |
+
|
| 7 |
+
WORKDIR /app/frontend
|
| 8 |
+
|
| 9 |
+
# 複製前端文件
|
| 10 |
+
COPY frontend/package.json frontend/yarn.lock ./
|
| 11 |
+
COPY frontend/node_modules ./node_modules
|
| 12 |
+
COPY frontend/ ./
|
| 13 |
+
|
| 14 |
+
# 設置 API URL(HF Spaces 使用同一域名)
|
| 15 |
+
ENV VITE_API_URL=/api
|
| 16 |
+
|
| 17 |
+
# 構建前端
|
| 18 |
+
RUN yarn build
|
| 19 |
+
|
| 20 |
+
# Stage 2: 後端 + 前端服務
|
| 21 |
+
FROM python:3.12-slim
|
| 22 |
+
|
| 23 |
+
WORKDIR /app
|
| 24 |
+
|
| 25 |
+
# 安裝系統依賴
|
| 26 |
+
RUN apt-get update && apt-get install -y \
|
| 27 |
+
git \
|
| 28 |
+
wget \
|
| 29 |
+
curl \
|
| 30 |
+
build-essential \
|
| 31 |
+
libsndfile1 \
|
| 32 |
+
libsndfile1-dev \
|
| 33 |
+
ffmpeg \
|
| 34 |
+
sox \
|
| 35 |
+
libsox-dev \
|
| 36 |
+
libsox-fmt-all \
|
| 37 |
+
libavcodec-dev \
|
| 38 |
+
libavformat-dev \
|
| 39 |
+
libavutil-dev \
|
| 40 |
+
libswresample-dev \
|
| 41 |
+
nginx \
|
| 42 |
+
&& rm -rf /var/lib/apt/lists/*
|
| 43 |
+
|
| 44 |
+
# 安裝 uv
|
| 45 |
+
RUN pip install --no-cache-dir uv
|
| 46 |
+
|
| 47 |
+
# 複製後端代碼
|
| 48 |
+
COPY pyproject.toml /app/
|
| 49 |
+
COPY backend /app/backend
|
| 50 |
+
|
| 51 |
+
# 安裝 Python 依賴
|
| 52 |
+
RUN uv pip install --system --no-cache \
|
| 53 |
+
torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 \
|
| 54 |
+
--index-url https://download.pytorch.org/whl/cpu && \
|
| 55 |
+
uv pip install --system --no-cache \
|
| 56 |
+
qwen-tts \
|
| 57 |
+
fastapi \
|
| 58 |
+
uvicorn[standard] \
|
| 59 |
+
python-multipart \
|
| 60 |
+
soundfile \
|
| 61 |
+
huggingface-hub \
|
| 62 |
+
tqdm
|
| 63 |
+
|
| 64 |
+
# 從前端構建階段複製靜態文件
|
| 65 |
+
COPY --from=frontend-builder /app/frontend/dist /app/frontend/dist
|
| 66 |
+
|
| 67 |
+
# 創建必要目錄
|
| 68 |
+
RUN mkdir -p /app/backend/uploads /app/backend/outputs
|
| 69 |
+
|
| 70 |
+
# Nginx 配置
|
| 71 |
+
RUN echo 'server { \n\
|
| 72 |
+
listen 7860; \n\
|
| 73 |
+
server_name _; \n\
|
| 74 |
+
\n\
|
| 75 |
+
# 前端靜態文件 \n\
|
| 76 |
+
location / { \n\
|
| 77 |
+
root /app/frontend/dist; \n\
|
| 78 |
+
try_files $uri $uri/ /index.html; \n\
|
| 79 |
+
} \n\
|
| 80 |
+
\n\
|
| 81 |
+
# API 代理到後端 \n\
|
| 82 |
+
location /api { \n\
|
| 83 |
+
proxy_pass http://127.0.0.1:8000; \n\
|
| 84 |
+
proxy_http_version 1.1; \n\
|
| 85 |
+
proxy_set_header Upgrade $http_upgrade; \n\
|
| 86 |
+
proxy_set_header Connection "upgrade"; \n\
|
| 87 |
+
proxy_set_header Host $host; \n\
|
| 88 |
+
proxy_set_header X-Real-IP $remote_addr; \n\
|
| 89 |
+
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; \n\
|
| 90 |
+
proxy_set_header X-Forwarded-Proto $scheme; \n\
|
| 91 |
+
proxy_read_timeout 300s; \n\
|
| 92 |
+
} \n\
|
| 93 |
+
}' > /etc/nginx/sites-available/default
|
| 94 |
+
|
| 95 |
+
# 環境變數
|
| 96 |
+
ENV PYTHONUNBUFFERED=1
|
| 97 |
+
ENV MODEL_PATH=/app/models/Qwen3-TTS-12Hz-1.7B-Base
|
| 98 |
+
ENV UPLOAD_DIR=/app/backend/uploads
|
| 99 |
+
ENV OUTPUT_DIR=/app/backend/outputs
|
| 100 |
+
ENV USE_CPU=true
|
| 101 |
+
|
| 102 |
+
# 暴露 HF Spaces 端口
|
| 103 |
+
EXPOSE 7860
|
| 104 |
+
|
| 105 |
+
# 健康檢查
|
| 106 |
+
HEALTHCHECK --interval=30s --timeout=10s --start-period=120s --retries=3 \
|
| 107 |
+
CMD curl -f http://localhost:7860/api/status || exit 1
|
| 108 |
+
|
| 109 |
+
# 啟動腳本
|
| 110 |
+
COPY docker-entrypoint.sh /app/
|
| 111 |
+
RUN chmod +x /app/docker-entrypoint.sh
|
| 112 |
+
|
| 113 |
+
CMD ["/app/docker-entrypoint.sh"]
|
README-HF.md
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
title: Qwen3-TTS Voice Clone
|
| 3 |
+
emoji: 🎤
|
| 4 |
+
colorFrom: blue
|
| 5 |
+
colorTo: purple
|
| 6 |
+
sdk: docker
|
| 7 |
+
pinned: false
|
| 8 |
+
license: apache-2.0
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# 🎤 Qwen3-TTS 語音複製
|
| 12 |
+
|
| 13 |
+
基於 Qwen3-TTS-12Hz-1.7B-Base 的全功能語音複製應用。
|
| 14 |
+
|
| 15 |
+
## ✨ 功能特色
|
| 16 |
+
|
| 17 |
+
- 🎯 **3秒快速複製**: 僅需 3-10 秒參考音訊
|
| 18 |
+
- 🌏 **多語言支持**: 中、英、日、韓等 10 種語言
|
| 19 |
+
- 🎨 **高相似度**: 聲音相似度可達 95%
|
| 20 |
+
- 💻 **完整 Web UI**: React 前端 + FastAPI 後端
|
| 21 |
+
- 🚀 **即開即用**: 模型自動下載
|
| 22 |
+
|
| 23 |
+
## 🚀 使用方法
|
| 24 |
+
|
| 25 |
+
1. 上傳 3-10 秒的參考音訊(清晰人聲)
|
| 26 |
+
2. 輸入參考音訊的逐字稿
|
| 27 |
+
3. 輸入想要生成的目標文字
|
| 28 |
+
4. 選擇語言
|
| 29 |
+
5. 點擊「複製並生成」
|
| 30 |
+
|
| 31 |
+
## 📊 效能說明
|
| 32 |
+
|
| 33 |
+
- **CPU 模式**: 10-20 秒/次
|
| 34 |
+
- **記憶體**: 約 8-12GB
|
| 35 |
+
- **模型大小**: 4.3GB
|
| 36 |
+
|
| 37 |
+
## 🛠️ 技術棧
|
| 38 |
+
|
| 39 |
+
- **前端**: React + TypeScript + Tailwind CSS
|
| 40 |
+
- **後端**: FastAPI + Python
|
| 41 |
+
- **模型**: Qwen3-TTS-12Hz-1.7B-Base
|
| 42 |
+
- **部署**: Docker
|
| 43 |
+
|
| 44 |
+
## 📝 本地運行
|
| 45 |
+
|
| 46 |
+
```bash
|
| 47 |
+
# Clone 項目
|
| 48 |
+
git clone https://huggingface.co/spaces/你的用戶名/qwen3-tts-clone
|
| 49 |
+
cd qwen3-tts-clone
|
| 50 |
+
|
| 51 |
+
# 使用 Docker
|
| 52 |
+
docker build -f Dockerfile.huggingface -t qwen3-tts .
|
| 53 |
+
docker run -p 7860:7860 qwen3-tts
|
| 54 |
+
```
|
| 55 |
+
|
| 56 |
+
訪問: http://localhost:7860
|
| 57 |
+
|
| 58 |
+
## 🤝 貢獻
|
| 59 |
+
|
| 60 |
+
基於 [Qwen3-TTS](https://github.com/QwenLM/Qwen3-TTS) by Alibaba Qwen Team
|
| 61 |
+
|
| 62 |
+
## 📄 授權
|
| 63 |
+
|
| 64 |
+
Apache 2.0 License
|
docker-entrypoint.sh
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/bin/bash
|
| 2 |
+
set -e
|
| 3 |
+
|
| 4 |
+
echo "🚀 啟動 Qwen3-TTS 服務..."
|
| 5 |
+
|
| 6 |
+
# 下載模型(如果不存在)
|
| 7 |
+
if [ ! -d "$MODEL_PATH" ]; then
|
| 8 |
+
echo "📥 下載模型..."
|
| 9 |
+
mkdir -p /app/models
|
| 10 |
+
|
| 11 |
+
python3 << 'PYTHON'
|
| 12 |
+
from huggingface_hub import snapshot_download
|
| 13 |
+
import os
|
| 14 |
+
|
| 15 |
+
model_path = os.environ.get('MODEL_PATH', '/app/models/Qwen3-TTS-12Hz-1.7B-Base')
|
| 16 |
+
print(f"下載模型到: {model_path}")
|
| 17 |
+
|
| 18 |
+
snapshot_download(
|
| 19 |
+
repo_id="Qwen/Qwen3-TTS-12Hz-1.7B-Base",
|
| 20 |
+
local_dir=model_path,
|
| 21 |
+
local_dir_use_symlinks=False,
|
| 22 |
+
)
|
| 23 |
+
print("✅ 模型下載完成")
|
| 24 |
+
PYTHON
|
| 25 |
+
else
|
| 26 |
+
echo "✅ 模型已存在"
|
| 27 |
+
fi
|
| 28 |
+
|
| 29 |
+
# 啟動 Nginx(前端)
|
| 30 |
+
echo "🌐 啟動 Nginx(端口 7860)..."
|
| 31 |
+
nginx
|
| 32 |
+
|
| 33 |
+
# 啟動後端
|
| 34 |
+
echo "🔧 啟動後端 API(端口 8000)..."
|
| 35 |
+
uvicorn backend.main:app --host 127.0.0.1 --port 8000
|