homelab-codex-ws/kb/runbooks/ollama-solaria-cutover.md

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---
okf: "0.1"
type: runbook
visibility: private
status: active
updated: 2026-07-16
links: []
---
# Ollama SOLARIA: manual → declarative cutover runbook
Date: 2026-07-15
fix(ollama): restore GPU reservation on SOLARIA, close 07-15 cutover docs Driver fixed 2026-07-16 (nvidia-driver-595-open from distro repo, old graphics-drivers PPA for jammy disabled) — RTX 4070 Ti SUPER 16GB, CUDA 13.2, nvidia-container-toolkit already present from the 07-15 cutover prerequisite install. Uncomments deploy.resources.reservations (nvidia gpu) in services/ollama/docker-compose.yml, restoring clean formatting. Docs close out the loose ends from the 07-15 declarative cutover: - ollama-solaria-cutover runbook gets a "Wykonanie" section documenting what actually happened (mv instead of rsync for the model store, the missing nvidia-container-toolkit prerequisite, the driver-missing discovery, CPU-only cutover, then the 07-16 GPU fix) plus a note on the container disappearing after the 07-15 evening reboot (one-off, boots fine now, root cause not established). - hosts/solaria/services.yaml: ollama role comment now reflects actual GPU-backed state instead of the previously-aspirational wording. - hosts/solaria/README.md: drop stale Open WebUI mention (not in repo). - docs/backlog.md: close the NVIDIA driver item; leave two follow-ups (Ollama call batching before the mail phase, UNIQUE(envelope_id, chunk_index) schema change for multi-model embeddings at phase 3). - jobs/documents-ingest/README.md: timing section gets a GPU placeholder line next to the existing 0.79s/chunk CPU baseline, to be filled in after the live GPU benchmark. Live recreate + GPU-vs-CPU embedding benchmark deliberately left for the operator to run from the main checkout after merge, per worktree-aware discipline — this worktree only owns the declarative fix and the docs. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-16 14:20:16 +02:00
Status: **executed** 2026-07-15 (CPU-only, see "Wykonanie" below); GPU restored
2026-07-16 once the missing NVIDIA driver was fixed.
## Background
`services/ollama/service.yaml` declared `owner_node: solaria` but was never
added to `hosts/solaria/services.yaml` — the file `deploy-node.sh` actually
reads to decide what to bring up on a host. That's the whole gap; Ollama has
been running natively/manually (systemd) the entire time instead. This change
adds the missing `hosts/solaria/services.yaml` entry and fixes the compose
port bind (see below) so `deploy-node.sh` can manage it going forward.
The running native instance already has models pulled, including large coder
models (`qwen2.5-coder:14b`, `qwen3-coder:30b`, `deepseek-coder:latest`,
`deepcoder:14b`) actively used by `llm-gateway@PIHA`, plus `bge-m3` (pulled
manually ahead of this task for the KB embeddings job). **Do not re-pull —
bind-mount the existing model directory.**
## Pre-cutover checks (read-only, on SOLARIA)
1. Confirm current model store path and owning user:
```bash
sudo systemctl show ollama -p Environment # look for OLLAMA_MODELS override
sudo ls -la /usr/share/ollama/.ollama/models 2>&1 # default for systemd-installed ollama
ls -la ~/.ollama/models 2>&1 # default for a user-run instance
```
2. Confirm `nvidia-container-toolkit` is installed and Docker sees the GPU runtime:
```bash
docker info | grep -i nvidia
nvidia-smi
```
3. Confirm the current OLLAMA_HOST bind (how llm-gateway@PIHA is reaching it today):
```bash
sudo systemctl show ollama -p Environment | grep -o 'OLLAMA_HOST=[^ ]*'
```
4. **Timing: do this when llm-gateway@PIHA is not actively serving a request.**
The cutover has a brief availability gap between disabling the native
service and the container passing its healthcheck — pick a quiet window,
don't run it mid-request.
## Cutover steps
1. `git pull` on SOLARIA (picks up this branch once merged to master).
2. Populate `services/ollama/.env` from `services/ollama/env.example`
(`TAILSCALE_BIND_IP=100.100.231.104` — verify with `tailscale ip -4`).
3. **Relocate the model store BEFORE the first `docker compose up`:**
```bash
sudo mkdir -p /opt/homelab/data/ollama
# Adjust source path per the pre-check above — this assumes the systemd
# default. Use rsync (not mv) so nothing is lost if the path guess is wrong;
# delete the source only after the post-start verification below passes.
sudo rsync -a /usr/share/ollama/.ollama/ /opt/homelab/data/ollama/
sudo chown -R "$(id -u):$(id -g)" /opt/homelab/data/ollama # container runs as root by default; adjust if the image user differs
```
An empty bind mount here is a silent failure mode: the container starts
fine, `ollama list` comes back empty, and llm-gateway's `/api/generate`
calls start 404-ing on model names that used to work — no crash, no loud
error, just wrong answers for whoever's calling it next.
4. Disable (not just stop) the native service so it can't come back and fight
the container for port 11434:
```bash
sudo systemctl disable --now ollama
```
5. Bring up the declarative stack:
```bash
cd ~/homelab-codex-ws
./scripts/deploy/deploy-node.sh
# or directly: docker compose -f services/ollama/docker-compose.yml --env-file services/ollama/.env up -d
```
## Post-cutover verification
1. **Model completeness — do this before anything else calls the new instance:**
```bash
docker exec ollama ollama list
```
Confirm it lists ALL of: `qwen2.5-coder:14b`, `qwen3-coder:30b`,
`deepseek-coder:latest`, `deepcoder:14b`, `bge-m3` — not just a subset. If
any are missing, the bind mount points at the wrong source directory; stop
and fix before letting llm-gateway traffic resume (it depends on these
coder models being present).
2. Container is on GPU, not CPU fallback:
```bash
nvidia-smi # ollama process should appear once a model is loaded
docker exec ollama ollama ps
```
3. Embeddings endpoint + vector dimension (deferred check from
`kb/phases/kb-m5-faza2.md` §6 step 2):
```bash
curl -s http://localhost:11434/api/embeddings -d '{"model":"bge-m3","prompt":"test"}' \
| python3 -c "import json,sys; v=json.load(sys.stdin)['embedding']; print(len(v))"
# expect: 1024
```
4. Reachability from PIHA (llm-gateway's actual path):
```bash
curl -sf http://solaria:11434/api/tags # from PIHA, over Tailscale
```
5. `services/ollama/healthcheck.sh` passes on SOLARIA.
## Rollback
If the container fails to come up healthy or the model list is incomplete:
```bash
docker compose -f services/ollama/docker-compose.yml down
sudo systemctl enable --now ollama
```
The native install's model directory was copied (not moved) in step 3, so it
is untouched and the manual instance comes back exactly as it was.
fix(ollama): restore GPU reservation on SOLARIA, close 07-15 cutover docs Driver fixed 2026-07-16 (nvidia-driver-595-open from distro repo, old graphics-drivers PPA for jammy disabled) — RTX 4070 Ti SUPER 16GB, CUDA 13.2, nvidia-container-toolkit already present from the 07-15 cutover prerequisite install. Uncomments deploy.resources.reservations (nvidia gpu) in services/ollama/docker-compose.yml, restoring clean formatting. Docs close out the loose ends from the 07-15 declarative cutover: - ollama-solaria-cutover runbook gets a "Wykonanie" section documenting what actually happened (mv instead of rsync for the model store, the missing nvidia-container-toolkit prerequisite, the driver-missing discovery, CPU-only cutover, then the 07-16 GPU fix) plus a note on the container disappearing after the 07-15 evening reboot (one-off, boots fine now, root cause not established). - hosts/solaria/services.yaml: ollama role comment now reflects actual GPU-backed state instead of the previously-aspirational wording. - hosts/solaria/README.md: drop stale Open WebUI mention (not in repo). - docs/backlog.md: close the NVIDIA driver item; leave two follow-ups (Ollama call batching before the mail phase, UNIQUE(envelope_id, chunk_index) schema change for multi-model embeddings at phase 3). - jobs/documents-ingest/README.md: timing section gets a GPU placeholder line next to the existing 0.79s/chunk CPU baseline, to be filled in after the live GPU benchmark. Live recreate + GPU-vs-CPU embedding benchmark deliberately left for the operator to run from the main checkout after merge, per worktree-aware discipline — this worktree only owns the declarative fix and the docs. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-16 14:20:16 +02:00
*(See "Wykonanie" below — the actual run used `mv`, not `rsync`, so this
rollback description no longer matches what happened live.)*
## Wykonanie (2026-07-15, GPU restored 2026-07-16)
Deviations from the plan above, discovered while executing it live on
SOLARIA:
- **Step 3 (relocate model store) used `mv`, not `rsync -a`.** The model
store (36G) was moved in one shot rather than copied. Consequence: the
rollback described above ("source untouched since copied") does not apply
as executed — a real rollback would need the reverse `mv`
(`/opt/homelab/data/ollama/* → /usr/share/ollama/.ollama/`), not just
re-enabling the native systemd service against an already-relocated
directory.
- **Step 2 pre-check (`nvidia-container-toolkit`) failed the first time**: it
was not installed. Installed as a prerequisite before continuing — this
wasn't previously flagged as something that could be missing.
- **Step 2 pre-check (driver) failed harder than expected**: `nvidia-smi` did
not exist on the host at all — no NVIDIA driver installed on SOLARIA.
`hosts/solaria/services.yaml` had described ollama as GPU-backed for a
while; that was aspirational, not actual — Ollama had been running CPU-only
the entire time regardless of what the manifest said.
- Given the missing driver, the cutover proceeded **in CPU-only mode**: the
`deploy.resources` GPU reservation was commented out in
`services/ollama/docker-compose.yml` (commit `f57a01a`), and the driver fix
was filed as a backlog item (see `kb/phases/backlog.md`) blocking the module 5
fix(ollama): restore GPU reservation on SOLARIA, close 07-15 cutover docs Driver fixed 2026-07-16 (nvidia-driver-595-open from distro repo, old graphics-drivers PPA for jammy disabled) — RTX 4070 Ti SUPER 16GB, CUDA 13.2, nvidia-container-toolkit already present from the 07-15 cutover prerequisite install. Uncomments deploy.resources.reservations (nvidia gpu) in services/ollama/docker-compose.yml, restoring clean formatting. Docs close out the loose ends from the 07-15 declarative cutover: - ollama-solaria-cutover runbook gets a "Wykonanie" section documenting what actually happened (mv instead of rsync for the model store, the missing nvidia-container-toolkit prerequisite, the driver-missing discovery, CPU-only cutover, then the 07-16 GPU fix) plus a note on the container disappearing after the 07-15 evening reboot (one-off, boots fine now, root cause not established). - hosts/solaria/services.yaml: ollama role comment now reflects actual GPU-backed state instead of the previously-aspirational wording. - hosts/solaria/README.md: drop stale Open WebUI mention (not in repo). - docs/backlog.md: close the NVIDIA driver item; leave two follow-ups (Ollama call batching before the mail phase, UNIQUE(envelope_id, chunk_index) schema change for multi-model embeddings at phase 3). - jobs/documents-ingest/README.md: timing section gets a GPU placeholder line next to the existing 0.79s/chunk CPU baseline, to be filled in after the live GPU benchmark. Live recreate + GPU-vs-CPU embedding benchmark deliberately left for the operator to run from the main checkout after merge, per worktree-aware discipline — this worktree only owns the declarative fix and the docs. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-16 14:20:16 +02:00
mail-embedding phase.
- **2026-07-16: driver fixed.** Installed `nvidia-driver-595-open` from the
distro repository — not the old `ppa:graphics-drivers/ppa` (jammy), which
was deactivated by renaming its `sources.list.d` entry to `.disabled`.
Result: RTX 4070 Ti SUPER 16GB, CUDA 13.2, `nvidia-smi` working on the
host. `nvidia-container-toolkit` from the earlier prerequisite install was
already in place (`nvidia` runtime registered in `daemon.json`), so no
further toolkit work was needed. The GPU reservation was restored in
`docker-compose.yml` and the container recreated.
- **GPU vs CPU embedding throughput** (measured 2026-07-16): GPU 207ms/embed
vs CPU ≈790ms — ~3.8× faster sequential (50 calls, ~600-tok prompt, bge-m3
at 100% GPU per `ollama ps`). Single-request overhead (HTTP/tokenization)
dominates; batching remains the real lever (backlog).
fix(ollama): restore GPU reservation on SOLARIA, close 07-15 cutover docs Driver fixed 2026-07-16 (nvidia-driver-595-open from distro repo, old graphics-drivers PPA for jammy disabled) — RTX 4070 Ti SUPER 16GB, CUDA 13.2, nvidia-container-toolkit already present from the 07-15 cutover prerequisite install. Uncomments deploy.resources.reservations (nvidia gpu) in services/ollama/docker-compose.yml, restoring clean formatting. Docs close out the loose ends from the 07-15 declarative cutover: - ollama-solaria-cutover runbook gets a "Wykonanie" section documenting what actually happened (mv instead of rsync for the model store, the missing nvidia-container-toolkit prerequisite, the driver-missing discovery, CPU-only cutover, then the 07-16 GPU fix) plus a note on the container disappearing after the 07-15 evening reboot (one-off, boots fine now, root cause not established). - hosts/solaria/services.yaml: ollama role comment now reflects actual GPU-backed state instead of the previously-aspirational wording. - hosts/solaria/README.md: drop stale Open WebUI mention (not in repo). - docs/backlog.md: close the NVIDIA driver item; leave two follow-ups (Ollama call batching before the mail phase, UNIQUE(envelope_id, chunk_index) schema change for multi-model embeddings at phase 3). - jobs/documents-ingest/README.md: timing section gets a GPU placeholder line next to the existing 0.79s/chunk CPU baseline, to be filled in after the live GPU benchmark. Live recreate + GPU-vs-CPU embedding benchmark deliberately left for the operator to run from the main checkout after merge, per worktree-aware discipline — this worktree only owns the declarative fix and the docs. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-16 14:20:16 +02:00
## Nota operacyjna: kontener zniknął po reboocie (2026-07-15 wieczór)
Po reboocie hosta wieczorem 2026-07-15 kontener `ollama` **zniknął**
(`docker ps -a` nie pokazywał go w ogóle — nie `Exited`), mimo
`restart: unless-stopped`. Jednorazowe zdarzenie: po boocie 2026-07-16
kontener wstał poprawnie i automatycznie. Przyczyna nie została odtworzona —
flagowane jako obserwacja, nie bug do śledzenia, chyba że się powtórzy.