claudeopus46
457e76fc0e
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Remove GGML_CUDA_FORCE_MMQ — let rocBLAS handle large batch GEMMs using gfx1102 TensileLibrary (available in ROCm 7.2). The GPU is spoofed as gfx1102 via HSA_OVERRIDE_GFX_VERSION=11.0.2 at runtime, matching Ollama's working configuration. FORCE_MMQ caused crashes because MMQ kernel launch_bounds are tuned for GPUs with many CUs and cannot fit on the 6-CU iGPU for large matrix dimensions. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
117 lines
3.2 KiB
Docker
117 lines
3.2 KiB
Docker
ARG UBUNTU_VERSION=24.04
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# This needs to generally match the container host's environment.
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ARG ROCM_VERSION=7.2
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ARG AMDGPU_VERSION=7.2
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# Target the ROCm build image
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ARG BASE_ROCM_DEV_CONTAINER=rocm/dev-ubuntu-${UBUNTU_VERSION}:${ROCM_VERSION}-complete
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### Build image
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FROM ${BASE_ROCM_DEV_CONTAINER} AS build
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# Unless otherwise specified, we make a fat build.
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# This is mostly tied to rocBLAS supported archs.
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# check https://rocm.docs.amd.com/projects/install-on-linux/en/docs-7.2.0/reference/system-requirements.html
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# check https://rocm.docs.amd.com/projects/radeon-ryzen/en/latest/docs/compatibility/compatibilityrad/native_linux/native_linux_compatibility.html
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# check https://rocm.docs.amd.com/projects/radeon-ryzen/en/latest/docs/compatibility/compatibilityryz/native_linux/native_linux_compatibility.html
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ARG ROCM_DOCKER_ARCH='gfx908;gfx90a;gfx942;gfx1030;gfx1100;gfx1101;gfx1151;gfx1150;gfx1200;gfx1201'
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# Set ROCm architectures
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ENV AMDGPU_TARGETS=${ROCM_DOCKER_ARCH}
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RUN apt-get update \
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&& apt-get install -y \
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build-essential \
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cmake \
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git \
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libssl-dev \
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curl \
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libgomp1
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WORKDIR /app
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COPY . .
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RUN HIPCXX="$(hipconfig -l)/clang" HIP_PATH="$(hipconfig -R)" \
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cmake -S . -B build \
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-DGGML_HIP=ON \
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-DGGML_HIP_ROCWMMA_FATTN=OFF \
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-DAMDGPU_TARGETS="$ROCM_DOCKER_ARCH" \
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-DGGML_BACKEND_DL=ON -DGGML_CPU_ALL_VARIANTS=ON \
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-DCMAKE_BUILD_TYPE=Release -DLLAMA_BUILD_TESTS=OFF \
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&& cmake --build build --config Release -j$(nproc)
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RUN mkdir -p /app/lib \
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&& find build -name "*.so*" -exec cp -P {} /app/lib \;
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RUN mkdir -p /app/full \
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&& cp build/bin/* /app/full \
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&& cp *.py /app/full \
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&& cp -r gguf-py /app/full \
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&& cp -r requirements /app/full \
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&& cp requirements.txt /app/full \
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&& cp .devops/tools.sh /app/full/tools.sh
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## Base image
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FROM ${BASE_ROCM_DEV_CONTAINER} AS base
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RUN cp /opt/rocm/lib/rocblas/library/TensileLibrary_lazy_gfx1102.dat \
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/opt/rocm/lib/rocblas/library/TensileLibrary_lazy_gfx1103.dat 2>/dev/null || true
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RUN apt-get update \
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&& apt-get install -y libgomp1 curl\
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&& apt autoremove -y \
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&& apt clean -y \
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&& rm -rf /tmp/* /var/tmp/* \
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&& find /var/cache/apt/archives /var/lib/apt/lists -not -name lock -type f -delete \
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&& find /var/cache -type f -delete
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COPY --from=build /app/lib/ /app
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### Full
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FROM base AS full
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COPY --from=build /app/full /app
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WORKDIR /app
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RUN apt-get update \
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&& apt-get install -y \
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git \
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python3-pip \
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python3 \
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python3-wheel\
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&& pip install --break-system-packages --upgrade setuptools \
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&& pip install --break-system-packages -r requirements.txt \
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&& apt autoremove -y \
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&& apt clean -y \
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&& rm -rf /tmp/* /var/tmp/* \
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&& find /var/cache/apt/archives /var/lib/apt/lists -not -name lock -type f -delete \
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&& find /var/cache -type f -delete
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ENTRYPOINT ["/app/tools.sh"]
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### Light, CLI only
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FROM base AS light
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COPY --from=build /app/full/llama-cli /app/full/llama-completion /app
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WORKDIR /app
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ENTRYPOINT [ "/app/llama-cli" ]
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### Server, Server only
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FROM base AS server
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ENV LLAMA_ARG_HOST=0.0.0.0
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COPY --from=build /app/full/llama-server /app
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WORKDIR /app
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HEALTHCHECK CMD [ "curl", "-f", "http://localhost:8080/health" ]
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ENTRYPOINT [ "/app/llama-server" ]
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