Files
esh-pfi-infrastructure/servers/fv-ml1/README.md
T
vh 91bda3c480 fv-ml1: complete the cutover — rename, renumber, DNS, and the LiteLLM repoint
The box is physically at Fountain Valley, renamed, renumbered onto 10.251/16,
and serving inference again. This lands the repo half of that.

Host: hostname ana-ml2 -> fv-ml1, pinned to 10.251.50.54 by a dnsmasq
reservation so the address the runbook, DNS and LiteLLM all assume is the
address it actually has. Its headscale node is renamed too.

The sweep ran from scripts/fv-ml1-rename-sweep.sh, whose allowlist is the
reason this diff touches current-state files and not the record. Dated
persistent-memory entries, archival-memory and incident notes still say
ana-ml2 in 31 and 62 places respectively, because that is what the box was
when those things happened. Rewriting them would make the history lie.

LiteLLM was the load-bearing piece and needed more than the api_base sed the
runbook describes. Twenty api_base entries repointed, but a grep-and-verify
pass also caught a LIVE pass_through_endpoints target for the scalar-judge
reward route still on the old address -- an api_base-only substitution would
have left it dead. Four prose references describing current state were
repointed as well; one historical note recording where a hand-test was run
is deliberately left pointing at 10.250.50.54.

Two facts in the server tables were wrong and are corrected here. The site is
Fountain Valley, not Anaheim. And the box has FOUR RTX PRO 6000 Blackwell
Max-Q, not two -- verified by nvidia-smi -L and independently by PCI
enumeration of four GB202GL devices. That is 391 GB of VRAM rather than 196,
which changes what fits on it.

DNS: fv-ml1, fv-ml1-bmc and fv-gw added under the fv site via the piggyback
approach, scriberr re-homed, and the ana-ml2 records removed. Applied to all
three resolvers. The BMC record carries a warning that its 802.1q VLAN tag
must stay disabled -- it shipped tagging VLAN 250 into an untagged port,
which made it invisible to every network-side diagnostic and is the reason
it appeared dead through several cable changes.

Verified end to end: summarizer and sec both answer through the Anaheim
gateway across the mesh to FV seats on different ports.
2026-09-12 22:00:50 -07:00

143 lines
7.5 KiB
Markdown
Raw Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
# fv-ml1
Primary AI inference host for PFI.
## Network
- **LAN IP:** 10.251.50.54 (in-band, OS-side)
- **BMC (OOB):** 10.251.250.50 — Supermicro IPMI web UI
at <https://10.251.250.50> (homepage card: *PFI-ANA-ML2 BMC*)
- **SSH:** standard port 22 on 10.251.50.54
## Hardware
- **Chassis:** Supermicro mid-range inferencing server (bare metal,
NOT Dell / not the same box as sf-r630 / sfsrv-ana)
- **CPU:** AMD EPYC 9254 24-core (96 threads)
- **RAM:** 566 GB
- **GPUs:** 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition (96 GB VRAM each, cc 12.0 / sm_120, GPU 0 and GPU 1) — upgraded 2026-06 from 2x RTX 6000 Ada (46 GB, cc 8.9). Blackwell adds native FP4 (NVFP4) tensor cores and doubles VRAM.
- **Storage:** ZFS `zroot` (434 GB root) + `tank` pool (raidz2, 8× NVMe, 8.6 TB at `/tank`) — drive inventory below
- **OS:** Debian 13 (trixie), kernel 6.12.x
- **Docker:** 29.3.1, runtimes: runc (default), nvidia, io.containerd.runc.v2
## NVMe drive inventory (`tank`, raidz2-0) — read 2026-09-09 via `nvme-cli`
All eight are Dell Express Flash PM1725b 1.6 TB SFF (Samsung OEM), PCIe 3.0 x4 behind
a Broadcom PEX switch. Two provenance batches: the `S5CU…` six (fw 1.2.2) and the
`S47V…` pair (fw 1.2.0 / 1.2.1) with thousands of prior-life power cycles.
| dev | PCI | serial | fw | pwr-on h | pwr cycles | unsafe shut. | media err | used |
|---|---|---|---|---|---|---|---|---|
| nvme0 | 46:00.0 | S5CUNEUMB05672 | 1.2.2 | 33856 | 196 | 175 | 0 | 0% |
| nvme1 | — | S5CUNEUMB05671 | 1.2.2 | 33856 | 199 | 178 | 0 | 0% |
| nvme2 | — | S5CUNEUMB05694 | 1.2.2 | 15688 | 90 | 75 | 0 | 0% |
| nvme3 | — | S5CUNEUMB05667 | 1.2.2 | 33857 | 197 | 176 | 0 | 0% |
| nvme4 | — | S5CUNEUMB05674 | 1.2.2 | 33856 | 198 | 177 | 0 | 0% |
| nvme5 | c6:00.0 | S47VNY0K600270 | 1.2.1 | 18823 | 5357 | 5342 | 0 | 1% |
| nvme6 | — | S5CUNEUMB05697 | 1.2.2 | 15570 | 88 | 73 | 0 | 0% |
| **nvme7** | 07:00.0 (slot 0-5) | S47VNY0K600221 | 1.2.0 | 19525 | 3093 | 3083 | **2084** | 2% |
⚠ **nvme7 was ABSENT from every boot 2026-04-23 → 2026-09-05** (kernel enumerated 7
NVMes per boot; PCIe downstream port `02:04.0` had nothing on bus 07). It reappeared at
the 09-05 14:26 cold boot, the pool resilvered 638 GB, and 2 CKSUM errors landed on it
at import. While it was missing `tank` was DEGRADED, and Debian's `zfsutils-linux` cron
(`/usr/lib/zfs-linux/{scrub,trim}`) only touches pools whose health is `ONLINE`, so tank
got **no scrub and no trim from 04-12 to 09-06**. ZED's `ZED_EMAIL_ADDR=root` has no
MTA behind it, so the 4½-month degradation alerted nobody. `media_errors=2084` on
nvme7 is a lifetime counter.
**Settled by the 2026-09-09 scrub** (00:29–02:02 PT, `scrub repaired 0B in 01:32:44
with 0 errors`, then `zpool clear tank` → CKSUM 2 → 0): `media_errors` read **2084
before and 2084 after** a full 6.84 TiB verify, so the counter is prior-life
history, not an active fault, and the 2 CKSUM were the stale-block artefact of the
09-05 late resilver. **nvme7 stays in service; watch the counter at every visit and
replace on growth** (`zpool replace tank nvme7n1 <new>`; any PM1725b 1.6 TB or
larger). Slot 0-5 itself deserves a reseat / cable check at the next hands-on
visit — a bay that dropped a drive for 4½ months is the likelier fault than the
drive. Playbook: `playbooks/fv-ml1-pool-health.yaml` (idempotent; rerunning is a
no-op). ⚠ **Nothing alerts on this** — see the open follow-up in
`persistent-memory.d/2026-09-09-fv-ml1-pool-actions-done.md`.
## Key paths
| Path | Purpose |
|------|---------|
| `/opt/docker/compose/<stack>/` | Compose files |
| `/opt/docker/conf/<stack>/` | Config bind mounts |
| `/tank/aimodels/huggingface/` | HF cache (267 GB, pre-downloaded models) |
| `/tank/aimodels/llm/` | Legacy GGUF models (790 GB, referenced by llama-swap as `/models/`) |
| `/var/lib/docker/` | Docker data (on zroot) |
## Running stacks
Live inventory as of 2026-07-22. Each model is its own compose stack now
(container `vllm-<x>` / `llama-<x>`); the `vllm` stack proper is just the
embed/rerank/reward trio. GPUs are pinned per container via
`deploy.resources.reservations.devices[].device_ids`.
**GPU 0 — heavy RP / reasoning seats (~88/98 GB, hot serving path):**
| Container | Port | Served model | Quant | Ctx |
|-----------|------|--------------|-------|-----|
| `vllm-gen` (project `gen-seat`) | 8015 | `qwen3.8-27b-uncensored` — the "gen" hero seat (Qwen3.8-27B Heretic-abliterated, in-house NVFP4 W4A16 + grafted MTP) | NVFP4 W4A16 (compressed-tensors) | 262k |
| `vllm-charrp-reasoning-nvfp4` | 8018 | `char-rp-reasoning` (R36 reasoning RP) | NVFP4 (modelopt) | 256k |
**GPU 1 — light / eval / retrieval + char-RP GGUF (~91/98 GB, on-demand):**
| Container | Port | Served model | Quant | Ctx |
|-----------|------|--------------|-------|-----|
| `vllm-granite` | 8004 | `granite-4.1-8b` — fleet summarizer/classifier | FP8 (compressed-tensors) | 131k |
| `llama-charrp` | 8016 | `Magidonia-24B-v4.3` Q6_K — char-RP (llama.cpp) | GGUF Q6_K | — |
| ~~`vllm-selene`~~ | ~~8011~~ | **RETIRED 2026-08-23** — lost a head-to-head against `gen` on its own judge task (see `stacks/selene/README.md`); seat downed to reclaim 17.2 GiB on GPU 1. `selene-1-mini-8b` now 404s by design; use `chat-judge`. | — | — |
| `vllm-reward` | 8003 | `Skywork-Reward-V2-Llama-3.1-8B-AWQ` — reward classifier | AWQ | 16k |
| `vllm-embed` | 8001 | `Qwen3-Embedding-0.6B` | — | 8k |
| `vllm-rerank` | 8002 | `Qwen3-Reranker-0.6B` | — | 8k |
**Infra / non-GPU:**
| Container | Port | Notes |
|-----------|------|-------|
| `dockge` | 5001 | Docker stack management UI |
| `dozzle-agent` | 7007 | Log agent → Dozzle hub on ana-docker |
| `beszel-agent` | 45876 | Metrics agent → Beszel hub on ana-docker |
Both cards run near-full (~7–10 GB headroom each) — adding a seat means placing
it on the card with room or evicting a dormant one first.
**Dormant (compose present on disk, containers stopped)** — rollback / audition
seats, safe to leave: `mistral-medium-3.5`, `mistral-small-4(-heretic)`,
`ms32-24b-angel`, `qwen3.5-122b`, `qwopus3.5-122b`, `qwen35-vl`, `qwen36-vl`,
`qwen36-27b-aeon`, `qwen-image-bench`, `vibevoice`, `comfyui`, `kokoro`,
`parakeet`, `vllm-qwen3`.
**Retired:**
- `llama-swap` (former GGUF multiplexer on :9292) — replaced by dedicated
per-model seats (e.g. `llama-charrp`); no longer running.
- `infinity` — replaced by the `vllm` stack (originally `vllm-qwen3`, renamed 2026-05-13 when the stack expanded beyond Qwen3) after the upstream Infinity image stopped shipping a `transformers` build that knew Qwen3.
- `LibreChat (+ rag_api, vectordb, mongodb, meilisearch)`, `searxng` — removed from this host (searxng now on ana-docker fleet-wide).
## Refresh state
```bash
scripts/refresh-server-info.sh fv-ml1
```
Latest snapshot: `system-details.txt` (regenerate as needed).
## GPU allocation policy
Every seat is explicitly pinned via `device_ids` (no unpinned containers), and
both cards run ~90% full:
- **GPU 0:** the two heavy NVFP4 seats — `vllm-gen` (gen) and
`vllm-charrp-reasoning-nvfp4`. The live serving path (near-100% util under
load), ~42 + 45 GB.
- **GPU 1:** everything else — reward,
embed, rerank, and the Magidonia char-RP GGUF seat. Bursty/on-demand, idle
between calls, ~91 GB resident.
Pin with `deploy.resources.reservations.devices[].device_ids: ["<id>"]` in
compose. Each service caps its share with `--gpu-memory-utilization`; with both
cards near-full, placing a new seat means freeing room (evict a dormant one) or
trimming a neighbour's utilization first.