.

Dockerfile

@@ -19,10 +19,10 @@ COPY evalscope.0.17.0/requirements ./evalscope/requirements
 
 # 更新 pip，并提前装 antlr4-runtime
 RUN pip install --upgrade pip setuptools wheel && \
-    pip install --no-cache-dir --prefix=/install antlr4-python3-runtime==4.9.3
+    pip install --no-cache-dir antlr4-python3-runtime==4.9.3
 
-# 安装 EvalScope 所有依赖到 /install
+# 安装 EvalScope 所有依赖（使用默认 site-packages）
-RUN pip install --no-cache-dir --prefix=/install \
+RUN pip install --no-cache-dir \
         -r ./evalscope/requirements/framework.txt \
         -r ./evalscope/requirements/opencompass.txt \
         -r ./evalscope/requirements/vlmeval.txt \
@@ -35,11 +35,10 @@ RUN pip install --no-cache-dir --prefix=/install \
 
 # 安装 EvalScope 本体
 COPY evalscope.0.17.0/ ./evalscope
-RUN pip install --no-cache-dir --prefix=/install ./evalscope
+RUN pip install --no-cache-dir ./evalscope
 
-# ✅ 加这一段
+# ✅ 安装 nltk 并下载 punkt 模型（到 /nltk_data）
-RUN pip install --no-cache-dir --prefix=/install nltk && \
+RUN pip install --no-cache-dir nltk && \
-    PYTHONPATH=/install/lib/python3.10/site-packages \
     python3 -m nltk.downloader -d /nltk_data punkt
 
 # 拷贝入口文件
@@ -51,11 +50,14 @@ COPY gradio_ui.py .
 FROM python:3.10-slim AS runtime
 ENV DEBIAN_FRONTEND=noninteractive
 
-# 拷贝构建阶段所有已安装包
+# 拷贝构建阶段已安装内容
-COPY --from=builder /install /usr/local
+COPY --from=builder /usr/local /usr/local
 COPY --from=builder /nltk_data /usr/local/nltk_data
 COPY --from=builder /build/gradio_ui.py /app/gradio_ui.py
 
+# 设置 NLTK 数据路径（可选但推荐）
+ENV NLTK_DATA=/usr/local/nltk_data
+
 WORKDIR /app
 EXPOSE 7900 7901
 

Dockerfile.old

@@ -0,0 +1,65 @@
+########################
+# 1️⃣  Build stage
+########################
+FROM python:3.10-slim AS builder
+ENV DEBIAN_FRONTEND=noninteractive
+
+# 安装系统依赖
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        build-essential \
+        git \
+        curl && \
+    rm -rf /var/lib/apt/lists/*
+
+WORKDIR /build
+
+# 拷贝 requirements 并安装依赖
+COPY evalscope.0.17.0/requirements ./evalscope/requirements
+
+# 更新 pip，并提前装 antlr4-runtime
+RUN pip install --upgrade pip setuptools wheel && \
+    pip install --no-cache-dir --prefix=/install antlr4-python3-runtime==4.9.3
+
+# 安装 EvalScope 所有依赖到 /install
+RUN pip install --no-cache-dir --prefix=/install \
+        -r ./evalscope/requirements/framework.txt \
+        -r ./evalscope/requirements/opencompass.txt \
+        -r ./evalscope/requirements/vlmeval.txt \
+        -r ./evalscope/requirements/aigc.txt \
+        -r ./evalscope/requirements/app.txt \
+        -r ./evalscope/requirements/dev.txt \
+        -r ./evalscope/requirements/docs.txt \
+        -r ./evalscope/requirements/perf.txt \
+        -r ./evalscope/requirements/rag.txt
+
+# 安装 EvalScope 本体
+COPY evalscope.0.17.0/ ./evalscope
+RUN pip install --no-cache-dir --prefix=/install ./evalscope
+
+# ✅ 加这一段
+RUN pip install --no-cache-dir --prefix=/install nltk && \
+    PYTHONPATH=/install/lib/python3.10/site-packages \
+    python3 -m nltk.downloader -d /nltk_data punkt
+
+# 拷贝入口文件
+COPY gradio_ui.py .
+
+########################
+# 2️⃣  Runtime stage
+########################
+FROM python:3.10-slim AS runtime
+ENV DEBIAN_FRONTEND=noninteractive
+
+# 拷贝构建阶段所有已安装包
+COPY --from=builder /install /usr/local
+COPY --from=builder /nltk_data /usr/local/nltk_data
+COPY --from=builder /build/gradio_ui.py /app/gradio_ui.py
+
+WORKDIR /app
+EXPOSE 7900 7901
+
+# 防止 runtime 安装时产生缓存垃圾
+ENV PIP_NO_CACHE_DIR=1
+
+CMD ["python3", "gradio_ui.py"]