Downloader for Qwen-Image weights, switch-model.sh #46

Merged
haylan merged 1 commits from comfyui-model-and-switch-script into main 2026-09-06 19:01:02 +00:00
4 changed files with 99 additions and 0 deletions
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@@ -113,3 +113,12 @@ LLAMA_FAST_GPU_LAYERS=999
# 8192 keeps this instance's KV cache negligible.
LLAMA_FAST_CTX_SIZE=8192
LLAMA_FAST_PARALLEL=2
# --- ComfyUI diffusion model (Qwen-Image, FP8 — see docs/research/
# image-generation-model-choice.md and issue #42) ---
# Three files: diffusion weights, text encoder, VAE — all from the official
# Comfy-Org FP8 split, chosen specifically because it's the only candidate
# with a ComfyUI workflow pre-validated on this exact GPU (gfx1201/R9700).
COMFYUI_DIFFUSION_MODEL_FILE=qwen_image_fp8_e4m3fn.safetensors
COMFYUI_TEXT_ENCODER_FILE=qwen_2.5_vl_7b_fp8_scaled.safetensors
COMFYUI_VAE_FILE=qwen_image_vae.safetensors
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@@ -116,6 +116,39 @@ services:
curl -L --fail --create-dirs -o /models/${LLAMA_FAST_MODEL_FILE:-Qwen3-4B-Instruct-2507-UD-Q8_K_XL.gguf}
https://huggingface.co/unsloth/Qwen3-4B-Instruct-2507-GGUF/resolve/main/${LLAMA_FAST_MODEL_FILE:-Qwen3-4B-Instruct-2507-UD-Q8_K_XL.gguf}
# Fetches the three Qwen-Image FP8 files ComfyUI needs (diffusion model,
# text encoder, VAE) — same test -f guard pattern as downloader/
# downloader-fast above. See docs/research/image-generation-model-choice.md
# and issue #42.
#
# ponytail: target paths assume ComfyUI's standard models/ layout under
# BASE_STORAGE_PATH (/storage) — same "not independently confirmed against
# the image's Dockerfile" caveat already flagged on the comfyui service
# below. If ComfyUI doesn't pick these up, check its actual models root
# first.
downloader-comfyui:
image: curlimages/curl:latest
profiles: ["tools"]
user: root
volumes:
- comfyui-data:/storage
entrypoint: ["sh", "-c"]
command:
- >
mkdir -p /storage/models/diffusion_models /storage/models/text_encoders /storage/models/vae &&
(test -f /storage/models/diffusion_models/${COMFYUI_DIFFUSION_MODEL_FILE:-qwen_image_fp8_e4m3fn.safetensors} &&
echo "diffusion model already downloaded, skipping" ||
curl -L --fail --create-dirs -o /storage/models/diffusion_models/${COMFYUI_DIFFUSION_MODEL_FILE:-qwen_image_fp8_e4m3fn.safetensors}
https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/diffusion_models/${COMFYUI_DIFFUSION_MODEL_FILE:-qwen_image_fp8_e4m3fn.safetensors}) &&
(test -f /storage/models/text_encoders/${COMFYUI_TEXT_ENCODER_FILE:-qwen_2.5_vl_7b_fp8_scaled.safetensors} &&
echo "text encoder already downloaded, skipping" ||
curl -L --fail --create-dirs -o /storage/models/text_encoders/${COMFYUI_TEXT_ENCODER_FILE:-qwen_2.5_vl_7b_fp8_scaled.safetensors}
https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/text_encoders/${COMFYUI_TEXT_ENCODER_FILE:-qwen_2.5_vl_7b_fp8_scaled.safetensors}) &&
(test -f /storage/models/vae/${COMFYUI_VAE_FILE:-qwen_image_vae.safetensors} &&
echo "vae already downloaded, skipping" ||
curl -L --fail --create-dirs -o /storage/models/vae/${COMFYUI_VAE_FILE:-qwen_image_vae.safetensors}
https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/${COMFYUI_VAE_FILE:-qwen_image_vae.safetensors})
# Local image generation — see issue #38 (wayfinder map). yurisasc's image
# is gfx1201-tuned specifically (R9700's arch), unlike the official/AMD
# ComfyUI image which doesn't pin RDNA4 support — see
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@@ -0,0 +1,56 @@
#!/usr/bin/env bash
# Swap GPU residency between llama-server (Qwen) and comfyui — they never
# run concurrently, VRAM doesn't fit both (see issue #38's map). Manual
# invocation only, no auto-switching.
#
# Bypasses lazytainer entirely and drives docker compose directly — its
# idle-stop can't be used for this. Root cause (see
# docs/research/lazytainer-omniroute-idle-stop.md, issue #40): lazytainer's
# packet-threshold detector is source-blind and can't tell OmniRoute's
# periodic health-check pings apart from real traffic on the same port, so
# it never reliably sleeps a service on its own. A scripted swap always
# knows which service should go up/down, so it doesn't need that heuristic.
#
# llama-server-fast (the small classifier model, issue #44) is NOT part of
# this swap — it's meant to stay always-resident. Worst case with comfyui up
# is comfyui (~25GB, Qwen-Image FP8) + llama-server-fast (~5GB) ≈ 30GB,
# still under the 32GB card but tight — unverified on real hardware, check
# `docker compose ps` / VRAM usage after the first real swap.
#
# OmniRoute may show the just-stopped provider as errored/offline in its
# dashboard for up to CREDENTIAL_HEALTH_CHECK_INTERVAL (default 5 min) after
# a swap — cosmetic, not a functional problem (see the research doc above).
set -euo pipefail
cd "$(dirname "$0")/.."
usage() {
echo "Usage: $0 {qwen|comfyui}" >&2
echo " qwen - stop comfyui, start llama-server" >&2
echo " comfyui - stop llama-server, start comfyui" >&2
exit 1
}
[ $# -eq 1 ] || usage
case "$1" in
qwen)
from=comfyui
to=llama-server
;;
comfyui)
from=llama-server
to=comfyui
;;
*)
usage
;;
esac
echo "==> stopping $from"
docker compose stop "$from"
echo "==> starting $to"
docker compose up -d "$to"
echo "==> status"
docker compose ps
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@@ -89,6 +89,7 @@ docker compose build --pull
echo "==> ensuring models are downloaded (skips already-present files)"
docker compose --profile tools run --rm downloader
docker compose --profile tools run --rm downloader-fast
docker compose --profile tools run --rm downloader-comfyui
echo "==> bringing up omniroute"
docker compose up -d --wait omniroute