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esh-pfi-infrastructure/persistent-memory.md
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vh 7e7130172e vllm: rename stack from vllm-qwen3 → vllm + add Skywork reward classifier
Two related changes shipped together. The stack rename is independent
but adding `vllm-reward` to the existing `vllm-qwen3` would have made
that name actively misleading.

**Rename:** `stacks/vllm-qwen3/ → stacks/vllm/`. Updated all in-repo
references (README.md root, servers/ana-ml2/, stacks/llama-swap/,
configs/restic/ana-ml2/, docs/runbooks/disaster-recovery.md). Two
intentional history mentions retained (servers/ana-ml2 + stacks/vllm
README).

**Add `vllm-reward` service:** serves Skywork-Reward-V2-Llama-3.1-8B-AWQ
on port 8003. The AWQ output is a locally-quantized model (not from HF),
so bind-mounts `/tank/aimodels/llm:/local-models:ro` rather than the
shared HF cache. Model config.json declares LlamaForSequenceClassification
which vLLM's pooling runner picks up automatically — produces a single
reward score per input via /classify.

**Flag note:** the user's spec listed `--task classify`, but vLLM 0.19.1
deprecated --task in favor of --runner pooling (model architecture in
config.json drives the classification head). Compose uses --runner
pooling with a comment explaining the substitution.

**GPU memory:** no rebalance needed — production had already tuned
EMBED/RERANK down from 0.40 to 0.20 each (canonical .env.example now
matches reality). Adding REWARD at 0.30 totals 0.70, leaving ~14 GB
headroom on the 48 GB Ada.

**Server-side:** brought existing vllm-qwen3 down, mv'd
/opt/docker/compose/vllm-qwen3 → /opt/docker/compose/vllm, appended
REWARD_* lines to existing .env (preserving API_KEY/HF_TOKEN), deployed
new compose via scripts/deploy-stack.sh, brought all 3 services up.

**Smoke tests:**
- /health on 8001/8002/8003 → 200
- /v1/models on 8003 → lists Skywork/Skywork-Reward-V2-Llama-3.1-8B-AWQ
  with max_model_len 16384
- /classify with a sample conversation → returns LABEL_0 with prob 0.9999
  (single-output regression-style reward score, expected shape for a
  reward model)
2026-05-13 22:00:26 -07:00

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8.2 KiB
Markdown

# Persistent memory — eshpfi-management
_Last updated: 2026-05-08_
## Repo purpose
Reference workspace for PFI infrastructure: server inventory, canonical
Docker Compose stacks, ops playbooks, and conventions. Authoritative
copies of compose files live on the servers under
`/opt/docker/compose/<stack>/`; this repo mirrors them for version
control, editing, planning, and CI-driven deploys.
## Tools and conventions
Sister repos (separate gitea repos, deployed by playbooks here):
| Repo | Role | CI status |
|---|---|---|
| `vh/task-board` | MCP + web dashboard for assistant task state (port 7878) | push-to-main → CI deploys (2026-04-29) |
| `vh/vor` | Inquisitor UI sidecar (port 7879) | push-to-main → CI deploys (2026-04-29) |
| `vh/nevermore` | Twice-daily LLM-curated briefing (port 8181, replaces news-digest) | push-to-main → CI deploys (2026-04-30) |
- **Two-layer backups** — Backrest orchestrates restic for file+DB (5
fleet repos, daily 01:00 PDT); PBS-ANA primary + PBS-NH3 DR mirror for
VM images. ana-nas is the SPOF for postgres + PBS-ANA datastore +
cross-site restic targets — see `docs/runbooks/disaster-recovery.md`
for the blast-radius matrix.
## Current state / in-flight
_As of 2026-05-08:_
- **CI/CD pipe is live for three repos** (task-board, vor, nevermore).
Pattern: workflow checks out triggering repo + `vh/esh-pfi-infrastructure`
(for elway), SSHes to ana-docker, runs an elway playbook pinned to the
triggering commit SHA. User-scope secrets `DEPLOY_SSH_KEY` and
`MGMT_REPO_TOKEN` cover all repos under `vh/`.
- **Open**: rotate `MINIFLUX_PASSWORD` — leaked in a prior session's
transcript while seeding nevermore's `.env` (full leak once, partial
leak once).
- **Open**: clean up old `news-digest` detritus on ana-docker —
`/opt/docker/compose/news-digest/`, `/opt/docker/data/news-digest/`,
image `local/news-digest:v5`. Migrate the historical `edition-*.html`
archive files into `/opt/docker/data/nevermore/` first.
- **Watch**: nh3-nas `/volume1` at 65%; plan retention review or
capacity expansion before ~80%.
- **Possible next**: aggregator service + homepage widget for live
"fleet backup health" dashboard. Discussed but not committed; user
weighing against a `/schedule` weekly digest as the lighter
alternative.
- **Open mystery**: `docker push` from outside the LAN to
`gitea.phasefinal.com` has a **~60s client-side per-PATCH ceiling**
for chunked blob uploads. We confirmed the timer is client-side
(Traefik logged `499 / 60012ms` — client closed; Gitea logged the
same as `unexpected EOF`). Where exactly the 60s lives in the docker
daemon / containerd stack — and whether it's tunable — is
unidentified. Worked around for now by shrinking images below the
cliff; if it bites again, instrument with `dockerd -D` + strace on a
fresh push to find the actual timer.
## Recent decisions
- `[2026-05-08]` Pin `torch` to CPU-only via
`--index-url https://download.pytorch.org/whl/cpu` in
`Worldtree/Dockerfile` before the rest of `requirements.txt`.
`sentence-transformers` transitively pulls torch and grabs the CUDA
flavor by default (~2.5GB of nvidia libs). Worldtree runs on
`ana-docker` (no GPU reservation in `compose.yaml`) so CUDA is dead
weight. Image: 5.62GB → 1.6GB. The failing push from off-LAN now
succeeds.
- `[2026-05-08]` Split `Worldtree/requirements.txt` into runtime +
`requirements-dev.txt` (pytest, pytest-asyncio, ruff, pylint).
~50MB out of the runtime image; smaller attack surface.
- `[2026-05-01]` nevermore **replaces** news-digest at port 8181 (not
coexist on 8182). User chose one stack at a time over soak window.
~30s briefing gap accepted as the cost.
- `[2026-04-30]` Bumped nevermore deploy playbook's first-render wait
from 60s to 6 min — first deploy with empty `/output` requires a
worker LLM cycle (2-4 min) before `index.html` exists.
- `[2026-04-29]` Workflow drops explicit `container:` directive after
runner re-registration with `:docker://node:20-bookworm-slim` schema
labels — single source of truth for the build environment.
- `[2026-04-29]` Deploy playbooks accept SHA refs in addition to branch
names (`git rev-parse <ref>` then `origin/<ref>^{commit}` fallback).
CI passes `--var ref=${{ github.sha }}`; manual runs pass `main` /
`v0.1.0`. Same code path either way.
- `[2026-04-29]` Single central Gitea Actions runner on ana-docker
(`f014d55`). Parameterized `playbooks/deploy-gitea-runner.yaml` so
site-local runners (nh3, esh) drop in via `--var` overrides — not
copy-pasted playbooks.
- `[2026-04-29]` `nevermore` carries forward `hidden.json` and
historical `MINIFLUX_PASSWORD` from `news-digest` during cutover
(preserves user state across stack rename).
## Tried and abandoned
- `[2026-05-08]` Filtering Traefik's UTC access log by Gitea-local-PDT
timestamp substrings (`grep "2026/05/08 15:1[2-7]"`) returned zero
matches and led to a wrong "no /v2/ traffic in 12 days" conclusion.
**Gitea logs in PDT, Traefik logs in UTC** — same host, different
timezones. Always normalize timezones (UTC) when correlating logs
across services on the same box. Cost: ~30 min in the wrong
direction.
- `[2026-05-08]` Validating a user-proposed Traefik/Gitea timeout bump
for "Traefik is dropping connections on big docker pushes" without
first verifying which component was actually in the failure path.
Traefik turned out to be innocent (`499 / 60012ms` = client closed,
Traefik never timed out), Gitea's `PER_WRITE_TIMEOUT` governs
response writes (wrong direction), and the real ceiling was a ~60s
client-side timer no compose change can reach. **Lesson: validate
the diagnostic premise — which component is actually in the failure
path? — before refining the proposed fix.**
- `[2026-05-08]` Bumping Gitea `PER_WRITE_TIMEOUT` /
`PER_WRITE_PER_KB_TIMEOUT` to address `unexpected EOF` on
`/v2/.../blobs/uploads/` PATCH — wrong direction. Both govern
**response writes**, not request body reads. `unexpected EOF` from
Go's HTTP server means the client closed mid-body-upload; not a
knob Gitea exposes server-side.
- `[2026-04-30]` task-board workflow with
`container: image: debian:bookworm-slim` — fails:
`actions/checkout@v4` needs `node` at runtime, slim image lacks it.
Switched to `node:20-bookworm-slim` (has node + apt) or runner-label
default.
- `[2026-04-30]` Dropping the `container:` directive before runner
re-registration with docker-schema labels — runner silently falls
back to **host mode** (jobs run inside the alpine `act_runner`
container itself, no apt). The `:host` suffix in startup logs
(`labels updated to: [pfi-fleet:host ana-docker:host]`) is the
giveaway. Fix: register with `pfi-fleet:docker://<image>` schema
labels.
- `[2026-04-30]` Updating runner labels by editing `.env` and bouncing
— doesn't take. The `.runner` registration cache pins labels at
first registration; env-var updates are read each start but the
stored token + UUID are tied to the original label set on the gitea
side. Fix: stop runner, delete `.runner`, generate new admin
registration token, redeploy.
- `[2026-04-30]` `git reset --hard origin/<sha>` in
`deploy-task-board.yaml` (and the in-repo nevermore playbook before
fix) — invalid syntax: `origin/` prefix only works for branch refs.
SHAs need `git reset --hard <sha>` directly. Resolved with
`git rev-parse --verify --quiet "origin/{{ ref }}^{commit}"` first,
then bare `"{{ ref }}^{commit}"` fallback.
- `[2026-04-30]` Assuming `DEPLOY_SSH_KEY` was at user scope after
task-board wiring — it was actually only repo-scope on
`vh/task-board`. vor's first CI run failed with empty SSH key
(`printf '%s\n' "" > ~/.ssh/id_ed25519`). Fix: copy secret to user
scope at `gitea.phasefinal.com/user/settings/actions/secrets`.
- `[2026-04-30]` `grep -vE "^(#|$)"` to inspect `.env` for sanity —
leaked the full `MINIFLUX_PASSWORD` line into the transcript. Then a
follow-up redaction attempt with `sed -E "s/=(.{4}).*$/=\1<redacted>/"`
still leaked the first 4 chars. Lesson: when probing secret-bearing
files, use field-by-field SELECTIVE inspection
(`grep -E "^(KEY1|KEY2)="`) rather than negative filters; for any
password line, `grep -c` (existence) or `test -n "$(...)"`
(non-empty), never `cat` or value-printing.