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Author SHA1 Message Date
3c92d93366 feat: add llama-cpp-hermes service with ROCm 6.1 + gfx906 support
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- Add custom llama.cpp Dockerfile with ROCm 6.1 + gfx906 (MI50) build
- Add llama-cpp-hermes service serving Hermes 4.3 on dual MI50 GPUs
- Strip GPU devices/ROCm env from ollama service (CPU-only for embeddings)

Hermes 4.3 runs at ~19 t/s on dual MI50s with 160K context.
2026-06-11 11:41:42 -04:00
2 changed files with 69 additions and 119 deletions

158
ai/compose.yml Executable file → Normal file
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@@ -32,7 +32,7 @@ services:
- default
container_name: hermes
entrypoint: ["/bin/bash", "-c",
"bash /opt/data/hermes-tools/install.sh && /opt/hermes/.venv/bin/uv pip install openai mautrix[encryption] --system -q && exec /usr/bin/tini -g -- /opt/hermes/docker/entrypoint.sh \"$@\"",
"bash /opt/data/hermes-tools/install.sh && exec /usr/bin/tini -g -- /opt/hermes/docker/entrypoint.sh \"$@\"",
"hermes-entrypoint"]
restart: always
# Gateway run enables the internal API server on port 8642
@@ -44,7 +44,7 @@ services:
- API_SERVER_HOST=0.0.0.0
- API_SERVER_KEY=hermes_local_key
- GATEWAY_ALLOW_ALL_USERS=true
- OPENROUTER_API_KEY=${OPEN...KEY}
- OPENROUTER_API_KEY=${OPENROUTER_API_KEY}
# ROCm for GPU-accelerated faster-whisper STT
- HSA_OVERRIDE_GFX_VERSION=9.0.6
- HCC_AMDGPU_TARGET=gfx906
@@ -58,8 +58,6 @@ services:
- /mnt/HoardingCow_docker_data/Syncthing/telos-ro:/opt/data/telos-ro:ro
# Syncthing-shared inbox — write tasks here, they sync to user's laptop
- /mnt/HoardingCow_docker_data/Syncthing/telos-rw:/opt/data/telos-rw:rw
# Persistent venv — Matrix bridge and other pip deps survive container rebuilds
- /mnt/HoardingCow_docker_data/Hermes/venv:/opt/hermes/.venv
devices:
- /dev/kfd:/dev/kfd
- /dev/dri:/dev/dri
@@ -114,78 +112,7 @@ services:
- /mnt/HoardingCow_docker_data/Ollama/ollama:/root/.ollama
environment:
- OLLAMA_VULKAN=0
- HSA_OVERRIDE_GFX_VERSION=9.0.6
- HCC_AMDGPU_TARGET=gfx906
- HIP_VISIBLE_DEVICES=0,1
- ROCR_VISIBLE_DEVICES=0,1
- HSA_ENABLE_SDMA=0
- OLLAMA_HOST=0.0.0.0
- OLLAMA_DEBUG=1
- OLLAMA_FLASH_ATTENTION=1
- OLLAMA_NUM_PARALLEL=2
devices:
# Map the render nodes and KFD for ROCm to work inside the container
- /dev/kfd:/dev/kfd
- /dev/dri:/dev/dri
group_add:
- "303"
- "26"
paperclip-db:
image: postgres:17-alpine
container_name: paperclip-db
restart: always
environment:
POSTGRES_USER: paperclip
POSTGRES_PASSWORD: ${PAPERCLIP_DB_PASSWORD:?PAPERCLIP_DB_PASSWORD must be set}
POSTGRES_DB: paperclip
healthcheck:
test: ["CMD-SHELL", "pg_isready -U paperclip -d paperclip"]
interval: 5s
timeout: 5s
retries: 10
volumes:
- /mnt/HoardingCow_docker_data/Paperclip/pgdata:/var/lib/postgresql/data
networks:
- ai_backend
paperclip:
image: ghcr.io/paperclipai/paperclip:v2026.517.0
container_name: paperclip
restart: always
ports:
- "127.0.0.1:3100:3100"
environment:
- HOST=0.0.0.0
- PORT=3100
- SERVE_UI=true
- DATABASE_URL=postgres://paperclip:***@paperclip-db:5432/paperclip
- BETTER_AUTH_SECRET=${PAPE...CRET must be set}
- PAPERCLIP_PUBLIC_URL=https://paperclip.lazyworkhorse.net
- PAPERCLIP_DEPLOYMENT_MODE=authenticated
- PAPERCLIP_DEPLOYMENT_EXPOSURE=private
volumes:
- /mnt/HoardingCow_docker_data/Paperclip/data:/paperclip
depends_on:
paperclip-db:
condition: service_healthy
networks:
- ai_net
- ai_backend
labels:
- "traefik.enable=true"
- "traefik.docker.network=ai_net"
- "traefik.http.routers.paperclip-http.rule=Host(`paperclip.lazyworkhorse.net`)"
- "traefik.http.routers.paperclip-http.entrypoints=web"
- "traefik.http.routers.paperclip-http.middlewares=redirect-to-https"
- "traefik.http.routers.paperclip-https.rule=Host(`paperclip.lazyworkhorse.net`)"
- "traefik.http.routers.paperclip-https.entrypoints=websecure"
- "traefik.http.routers.paperclip-https.tls=true"
- "traefik.http.routers.paperclip-https.tls.certresolver=njalla"
- "traefik.http.services.paperclip.loadbalancer.server.port=3100"
networks:
ai_net:
@@ -195,47 +122,40 @@ networks:
driver: bridge
name: ai_backend
# llama_cpp_devstral:
# image: ghcr.io/ggml-org/llama.cpp:server-rocm
# container_name: llama_cpp_devstral
# restart: unless-stopped
# networks:
# - ai_backend
# ports:
# - "8300:8080"
# ipc: host
# devices:
# - "/dev/kfd:/dev/kfd"
# - "/dev/dri:/dev/dri"
# group_add:
# - "303" # video
# - "26" # render
# environment:
# HSA_OVERRIDE_GFX_VERSION: 9.0.6
# HIP_VISIBLE_DEVICES: 0,1
# LLAMA_CACHE: /models
# volumes:
# - /mnt/HoardingCow_docker_data/Llama_cpp/models:/models
# - /mnt/HoardingCow_docker_data/Llama_cpp/devstral-agent.jinja:/template.jinja
# command: >
# -hf unsloth/Devstral-Small-2-24B-Instruct-2512-GGUF:Devstral-Small-2-24B-Instruct-2512-Q8_0.gguf
# -a devstral-2-small-llama_cpp
# --chat-template-file /template.jinja
# --host 0.0.0.0
# --port 8080
# --n-gpu-layers 99
# --ctx-size 163840
# --batch-size 4096
# --ubatch-size 4096
# --cache-type-k f16
# --cache-type-v f16
# --cache-reuse 256
# --flash-attn on
# --context-shift
# --split-mode layer
# --no-mmap
# --n-predict -1
# --parallel 2
llama-cpp-hermes:
image: llama-cpp:rocm-gfx906
container_name: llama-cpp-hermes
restart: unless-stopped
networks:
- ai_backend
ports:
- "127.0.0.1:8300:8080"
ipc: host
devices:
- /dev/kfd:/dev/kfd
- /dev/dri:/dev/dri
group_add:
- "303"
- "26"
environment:
- HSA_OVERRIDE_GFX_VERSION=9.0.6
- HSA_ENABLE_SDMA=0
- HIP_VISIBLE_DEVICES=0,1
- LLAMA_CACHE=/models
volumes:
- /mnt/HoardingCow_docker_data/Llama_cpp/models:/models
- /mnt/HoardingCow_docker_data/Ollama/ollama/models/blobs/sha256-17823599694fa3503ef54bf748d5078c6ce881f4d01616cafa255dc05d215a08:/model.gguf:ro
command: >
-m /model.gguf
--host 0.0.0.0
--port 8080
--gpu-layers 99
--ctx-size 163840
-ctk f16 -ctv f16
--flash-attn on
--split-mode layer
--no-mmap
--n-predict -1
# vllm:
# image: nalanzeyu/vllm-gfx906:v0.9.0-rocm6.3
@@ -338,8 +258,8 @@ networks:
# - /home/gortium/infra:/data/workspace/infra
# environment:
# - TZ=America/Toronto
# - OPENCLAW_GATEWAY_TOKEN=${OPEN...KEN}
# - OPENROUTER_API_KEY=${OPEN...KEY}
# - OPENCLAW_GATEWAY_TOKEN=${OPENCLAW_GATEWAY_TOKEN}
# - OPENROUTER_API_KEY=${OPENROUTER_API_KEY}
# # Point to the sidecar browser
# - BROWSER_CDP_URL=http://openclaw-browser:9222
# - BROWSER_EVALUATE_ENABLED=true
@@ -384,7 +304,7 @@ networks:
# - PGID=1000
# - PUBLIC_KEY_FILE=/config/ssh/authorized_keys
# - SUDO_ACCESS=false
# - PASSWORD_ACCESS=***
# - PASSWORD_ACCESS=false
# volumes:
# - /mnt/HoardingCow_docker_data/openclaw/ssh-config:/config
# - /home/gortium/infra:/data/workspace/infra:ro

30
ai/llama-cpp/Dockerfile Normal file
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@@ -0,0 +1,30 @@
# llama-cpp-rocm6/Dockerfile
# Custom llama.cpp server with ROCm 6.1 + gfx906 (MI50) support.
# Build: docker build -t llama-cpp:rocm-gfx906 .
FROM rocm/dev-ubuntu-22.04:6.1.2-complete AS builder
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y curl git build-essential pkg-config cmake make && rm -rf /var/lib/apt/lists/*
ARG LLAMACPP_VERSION=b9596
RUN git clone --depth 1 --branch ${LLAMACPP_VERSION} https://github.com/ggml-org/llama.cpp.git /build
WORKDIR /build
ENV HIP_PATH=/opt/rocm ROCM_PATH=/opt/rocm PATH=/opt/rocm/bin:/opt/rocm/llvm/bin:${PATH} CMAKE_PREFIX_PATH=/opt/rocm
RUN mkdir build && cd build && \
cmake .. -DGGML_HIP=ON -DCMAKE_BUILD_TYPE=Release \
-DAMDGPU_TARGETS="gfx906:xnack-" \
-DCMAKE_POSITION_INDEPENDENT_CODE=ON \
-DGGML_CUDA=OFF -DGGML_VULKAN=OFF -DGGML_METAL=OFF \
-DBUILD_SHARED_LIBS=OFF && \
cmake --build . --target llama-server -- -j $(nproc)
FROM ubuntu:24.04
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y \
ca-certificates curl libstdc++6 libgomp1 libopenblas0 \
libnuma1 libelf1 libdrm2 libdrm-amdgpu1 \
&& rm -rf /var/lib/apt/lists/*
COPY --from=builder /opt/rocm/lib/ /opt/rocm/lib/
COPY --from=builder /opt/rocm/share/ /opt/rocm/share/
COPY --from=builder /build/build/bin/llama-server /usr/local/bin/llama-server
RUN echo /opt/rocm/lib > /etc/ld.so.conf.d/rocm.conf && ldconfig
ENV HSA_OVERRIDE_GFX_VERSION=9.0.6 HCC_AMDGPU_TARGET=gfx906 HSA_ENABLE_SDMA=0
EXPOSE 8080
ENTRYPOINT ["/usr/local/bin/llama-server"]