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upgrade: 升级到高版本transformers库
Browse files- 升级transformers到4.54.0+以支持最新功能
- 更新safetensors到>=0.4.3匹配依赖要求
- 升级Dockerfile中的pip版本
- 调整其他依赖包版本保持兼容性
- 增加huggingface-hub依赖用于模型管理
- Dockerfile +8 -3
- requirements.txt +14 -17
Dockerfile
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# Dockerfile
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FROM python:3.
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# 设置工作目录
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WORKDIR /app
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# 设置环境变量
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ENV PYTHONPATH=/app
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ENV PYTHONUNBUFFERED=1
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# 安装系统依赖
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RUN apt-get update && apt-get install -y \
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git \
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curl \
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&& rm -rf /var/lib/apt/lists/*
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# 复制requirements文件并安装Python依赖
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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EXPOSE 7860
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# 健康检查
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HEALTHCHECK --interval=30s --timeout=30s --start-period=
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CMD curl -f http://localhost:7860/health || exit 1
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# 启动命令
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# Dockerfile - 更新版本
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FROM python:3.11-slim # 使用更新的 Python 版本
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# 设置工作目录
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WORKDIR /app
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# 设置环境变量
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ENV PYTHONPATH=/app
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ENV PYTHONUNBUFFERED=1
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ENV PIP_NO_CACHE_DIR=1
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# 安装系统依赖
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RUN apt-get update && apt-get install -y \
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git \
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curl \
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build-essential \
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&& rm -rf /var/lib/apt/lists/*
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# 升级 pip 到最新版本
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RUN pip install --upgrade pip
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# 复制requirements文件并安装Python依赖
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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EXPOSE 7860
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# 健康检查
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HEALTHCHECK --interval=30s --timeout=30s --start-period=120s --retries=3 \
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CMD curl -f http://localhost:7860/health || exit 1
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# 启动命令
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requirements.txt
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# requirements.txt
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# FastAPI 和 Web 服务
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fastapi==0.104.1
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uvicorn[standard]==0.24.0
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pydantic==2.5.0
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python-multipart==0.0.6
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# AI 模型和机器学习
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torch
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transformers
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accelerate
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safetensors
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# 图像处理
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Pillow
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requests
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# 音频处理(为将来扩展准备)
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# librosa==0.10.1
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# soundfile==0.12.1
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# 工具库
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numpy
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typing-extensions
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# 测试框架
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pytest
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pytest-asyncio
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httpx
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# FastAPI 和 Web 服务
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fastapi==0.104.1
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uvicorn[standard]==0.24.0
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pydantic==2.5.0
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python-multipart==0.0.6
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# AI 模型和机器学习 - 高版本配置
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torch>=2.1.0
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transformers>=4.54.0 # 使用最新版本
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accelerate>=0.25.0
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safetensors>=0.4.3 # 匹配 transformers 要求
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tokenizers>=0.19.0 # transformers 的依赖
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# 图像处理
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Pillow>=10.0.0
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requests>=2.31.0
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# 工具库
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numpy>=1.24.0
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typing-extensions>=4.8.0
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huggingface-hub>=0.19.0 # 用于模型下载
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# 测试框架
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pytest>=7.4.0
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pytest-asyncio>=0.21.0
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httpx>=0.25.0
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