ARG BASE_IMAGE=vllm/vllm-openai:glm51-cu130 FROM ${BASE_IMAGE} # Patch tool parser for GLM regex fix COPY glm4_moe_tool_parser.py /usr/local/lib/python3.12/dist-packages/vllm/tool_parsers/glm4_moe_tool_parser.py COPY utils.py /usr/local/lib/python3.12/dist-packages/vllm/tool_parsers/utils.py # Patch hf renderer to force string content format for GLM models # This fixes the issue where tool response content is dropped COPY vllm_patches/hf.py /usr/local/lib/python3.12/dist-packages/vllm/renderers/hf.py # Install LMCache for KV cache offloading / sharing across nodes # Build from source to match CUDA 13 (pip wheel is CUDA 12) RUN apt-get update && apt-get install -y --no-install-recommends git && \ git clone --depth 1 https://github.com/LMCache/LMCache.git /tmp/lmcache && \ cd /tmp/lmcache && \ pip install --no-cache-dir --no-build-isolation -e . && \ rm -rf /tmp/lmcache && \ apt-get remove -y git && \ apt-get autoremove -y && \ rm -rf /var/lib/apt/lists/*