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+---
+project: instantmesh-docker
+type: project-plan
+status: active
+path: Tech/Projects
+tags:
+  - homelab
+  - docker
+  - ai-ml
+  - gpu
+created: 2026-04-27
+updated: 2026-04-27
+---
+# InstantMesh Docker Deployment
+
+Self-hosted deployment of [TencentARC/InstantMesh](
+https://github.com/TencentARC/InstantMesh) on the Manjaro tower (RTX 3080)
+for single-image to 3D mesh generation. Gradio UI exposed on port 43839.
+
+## Goals
+
+- Run InstantMesh locally via Docker Compose on the Manjaro tower
+- Persist downloaded model weights outside the container (re-pulls are slow)
+- Build from official repo source, patch the known `onnxruntime` issue from
+upstream
+
+## Stack
+
+- **Host:** Manjaro tower (i7 / 128GB / RTX 3080, 10GB VRAM)
+- **Runtime:** Docker + NVIDIA Container Toolkit
+- **Base image:** Built from `TencentARC/InstantMesh/docker/Dockerfile`
+- **UI:** Gradio on `:43839`
+- **Model variant:** `instant-mesh-large` (default, fits in 10GB VRAM)
+
+## Known issue
+
+Upstream Dockerfile has a missing dep — container fails at runtime with
+`ModuleNotFoundError: No module named 'onnxruntime'` (issue #175). Fix is
+to add `onnxruntime` to the pip install step in the Dockerfile before
+building, or install it post-build.
+
+## Setup steps
+
+- [ ] Verify NVIDIA Container Toolkit is functional: `docker run --rm
+--gpus all nvidia/cuda:12.1.0-base-ubuntu22.04 nvidia-smi`
+- [ ] Clone repo: `git clone https://github.com/TencentARC/InstantMesh.git
+~/projects/instantmesh`
+- [ ] Patch Dockerfile to add `onnxruntime` to pip install
+- [ ] Build image: `docker compose build`
+- [ ] Create model dir: `mkdir -p ~/instantmesh-models`
+- [ ] First run: `docker compose up` — model weights download on first
+launch (~10GB)
+- [ ] Verify Gradio UI at `http://localhost:43839`
+- [ ] Test inference with sample image
+
+## docker-compose.yml
+
+yaml
+services:
+  instantmesh:
+    build:
+      context: ./InstantMesh
+      dockerfile: docker/Dockerfile
+    image: instantmesh:local
+    container_name: instantmesh
+    ports:
+      - "43839:43839"
+    volumes:
+      - ~/instantmesh-models:/workspace/instantmesh/models
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: all
+              capabilities: [gpu]
+    restart: unless-stopped
+
+
+## Open questions
+
+- [ ] Reverse proxy through Traefik on `*.lab.herbylab.dev`, or keep
+local-only?
+- [ ] Worth wiring into OpenClaw later as a callable 3D-gen tool?
+
+## References
+
+- Repo: https://github.com/TencentARC/InstantMesh
+- Docker dir: https://github.com/TencentARC/InstantMesh/tree/main/docker
+- onnxruntime issue: https://github.com/TencentARC/InstantMesh/issues/175
+- Community fix PR: https://github.com/TencentARC/InstantMesh/pull/181
+
+
+...sent from Jenny & Travis
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