ginnoirandClaude Opus 4.8
8e7682985d
New stacks/llm/ serves Qwen2.5-14B-Instruct (Q4_K_M GGUF) via llama.cpp's OpenAI-compatible server on the Tesla P100 (CDI nvidia.com/gpu=0), published on 172.20.0.1:8090 for the host-side Hermes agent. vLLM was rejected: the P100 (cc 6.0) lacks the DP4A INT8 instructions its AWQ/GPTQ kernels need. Includes design spec and implementation plan under docs/superpowers/. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
61 lines
1.8 KiB
YAML
61 lines
1.8 KiB
YAML
# llm stack — local LLM inference backend for the Hermes agent.
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#
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# Single service: llama.cpp's OpenAI-compatible server (llama-server) serving
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# Qwen2.5-14B-Instruct (Q4_K_M GGUF) on the host's Tesla P100-16GB via CDI.
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# Chosen over vLLM because the P100 (GP100, compute capability 6.0) lacks the
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# DP4A INT8 instructions vLLM's AWQ/GPTQ kernels require — see
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# docs/superpowers/specs/2026-06-26-llm-backend-hermes-design.md.
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#
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# Pure env_file (LLAMA_API_KEY) — no Portainer UI env, no ${VAR} interpolation.
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# Image is infra-pinned out of Watchtower (manual tag bumps only).
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#
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# The server's OpenAI API is published on the host at 172.20.0.1:8090 (the edge
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# bridge gateway, a local host IP). Host-side Hermes reaches it there directly;
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# no Caddy block this round. Model weights live on the ZFS tier; the
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# /storage1/labdata/llm/models dir is pre-created with the GGUF before deploy.
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services:
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llama-server:
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image: ghcr.io/ggml-org/llama.cpp:server-cuda
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container_name: llama-server
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restart: unless-stopped
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labels:
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- "com.centurylabs.watchtower.enable=false"
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networks: [llm]
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env_file:
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- stack.env
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devices:
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- "nvidia.com/gpu=0"
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volumes:
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- /storage1/labdata/llm/models:/models
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command:
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- "-m"
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- "/models/Qwen2.5-14B-Instruct-Q4_K_M.gguf"
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- "--alias"
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- "qwen2.5-14b-instruct"
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- "-ngl"
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- "99"
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- "--ctx-size"
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- "32768"
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- "-fa"
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- "--cache-type-k"
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- "q8_0"
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- "--cache-type-v"
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- "q8_0"
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- "--host"
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- "0.0.0.0"
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- "--port"
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- "8080"
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ports:
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- "172.20.0.1:8090:8080"
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healthcheck:
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test: ["CMD", "curl", "-fsS", "http://localhost:8080/health"]
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interval: 30s
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timeout: 10s
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retries: 5
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start_period: 180s
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networks:
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llm:
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name: llm
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driver: bridge
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