Merge remote-tracking branch 'origin/main' into fix/quant-pipeline-hardening
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@@ -26,8 +26,8 @@ merge absorbed the former `vllmScripts` repo, history preserved).
|
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| Target | Service | Runtime | Payload | Port |
|
||||
|--------|---------|---------|---------|------|
|
||||
| Dankserver | `frank-archon` | radiance, digest-pinned, root unit, TP=2 | publisher `qwen3.8-next-flash-fp8-iq4r-moe.rad` | 7770 |
|
||||
| Dankclaw | `frank-dragoon` | halogen-flash-server 0.16.2, digest-pinned, root unit | `qwen38-flash-next-v2-abliterated.hgn` + n-gram + vision tower | 7770 |
|
||||
| Dankclaw | `frank-zealot` | llama.cpp PrismML fork build 10777, root unit — the only loader for this payload | Ternary-Bonsai-2-9B PQ2_0 + Q8_0 mmproj + rank-1 refusal adapter | 7771 |
|
||||
| Dankclaw | `frank-dragoon` | halogen-flash-server 0.18.20, digest-pinned, root unit | `qwen38-flash-next-v2-abliterated.hgn` + n-gram + vision tower | 7770 |
|
||||
| Dankclaw | `frank-zealot` | llama.cpp PrismML fork build 12118, root unit — the only loader for this payload | Ternary-Bonsai-2-9B PQ2_0 + Q8_0 mmproj + rank-1 refusal adapter | 7771 |
|
||||
|
||||
Payload identity, shape, eras, laws and rollback live in ONE page each:
|
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[[frank-archon]], [[frank-dragoon]], [[frank-zealot]]. `scripts/<service>.env`
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@@ -293,8 +293,8 @@ means off or NIC dead; a merely wedged kernel usually still answers ARP.
|
||||
2. Bench against the service itself. No scratch ports on an LLM host — one
|
||||
process owns the card. Use the runtime's own harness (`llama-bench`; a
|
||||
live llama.cpp server also reports honest `timings` per request, including
|
||||
`draft_n`/`draft_n_accepted` — but on frank-zealot's PrismML fork build
|
||||
10777 that object only reaches you on **`/v1/chat/completions`**: a greedy
|
||||
`draft_n`/`draft_n_accepted` — but on frank-zealot's PrismML fork that object
|
||||
only reaches you on **`/v1/chat/completions`** (measured on build 10777): a greedy
|
||||
`ignore_eos` run on the raw `/completion` path there answers **500 "The
|
||||
model produced output that does not match the expected Content-only
|
||||
format"** (measured 2026-10-18). halogen has no `/completion` path at all,
|
||||
@@ -439,16 +439,16 @@ disagrees with it is the bug.
|
||||
### frank-zealot — llama.cpp (PrismML fork), RTX 3090, :7771
|
||||
|
||||
- Owns: `scripts/frank-zealot.env`, `scripts/serve-frank-zealot.sh`,
|
||||
`scripts/frank-zealot.service`; fork build `llama-prism-b10777` is the ONLY
|
||||
loader (the payload carries the fork's custom PQ2_0 tensor type plus
|
||||
`scripts/frank-zealot.service`; fork build `llama-prism-0244744` (build 12118)
|
||||
is the ONLY loader — `llama-prism-b10777` stays on disk as its rollback (the payload carries the fork's custom PQ2_0 tensor type plus
|
||||
`prism.hadamard.*` dequant metadata — stock llama.cpp refuses it, and a
|
||||
loader ignoring that metadata dequantizes wrong); payload
|
||||
`Bonsai2-9B-MTP/…PQ2_0.gguf` + the publisher's **Q8_0** mmproj (the BF16
|
||||
tower can crash the server with concurrent image requests) + the rank-1
|
||||
refusal-direction adapter applied at load by `--lora-scaled …:1`. The
|
||||
adapter's rollback is `LORA_FILE=` (empty) in the env — one line, no rebuild
|
||||
— and build 10777 is also the gate that lets it load: older forks refuse it
|
||||
with `unsupported prism.hadamard.version: 2`.
|
||||
— and the fork BUILD is also the gate that lets it load: anything older than
|
||||
b10777 refuses it with `unsupported prism.hadamard.version: 2`.
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||||
- Shape: `--ctx-size 602112 --parallel 3` = **three conversations at
|
||||
200,704 each**, `CACHE_TYPE_K=f16` + `CACHE_TYPE_V=q8_0` (asymmetric: 25,088
|
||||
B/token, 14,406 MiB of pool), batch 6144 / ubatch 1024,
|
||||
@@ -741,6 +741,13 @@ linked runbooks.
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||||
`/etc/default/grub`. It replaced `amd_iommu=off`, and the local A/B on byte-identical traffic
|
||||
says identity mode costs nothing, so the XDNA2 NPU returned for free.
|
||||
[[dankclaw-iommu-translation-off]]
|
||||
- **A deploy handler that only `start`s a quadlet no-ops an image bump.**
|
||||
`systemctl --user start` on an already-active unit does nothing, so installing
|
||||
a new digest under a running service keeps the OLD container serving while the
|
||||
deploy, its health gate and the Playwright suite all pass — the authentik
|
||||
handler did exactly that on 2026-10-30 (2026.8.3 → 2026.8.5 moved only the
|
||||
outpost, the one handler that restarted). A pin change is applied by
|
||||
`restart`, never `start`.
|
||||
- **Rootless Quadlet containers run with `--replace --rm`**: `podman logs` covers only the CURRENT
|
||||
instance; history across recreations lives in `journalctl --user -u <name>.service`. Read
|
||||
rootless storage WITHOUT sudo — it is per-user storage, so `sudo podman logs` finds nothing.
|
||||
|
||||
@@ -1362,11 +1362,17 @@ deploy_authentik() {
|
||||
# generated". Boot persistence comes from [Install] WantedBy=default.target
|
||||
# inside each .container file, which the generator honors at user-manager
|
||||
# start (linger must stay on for the deploy user).
|
||||
systemctl --user start authentik-postgres.service
|
||||
# RESTART, not start: `start` on an already-active unit is a no-op, so an
|
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# image bump would install the new digest and keep serving the old
|
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# container while every gate stayed green (measured 2026-10-30: server and
|
||||
# worker stayed on the previous release beside an outpost that moved,
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||||
# because only the outpost handler restarts). The generator has already
|
||||
# re-rendered the unit from the .container, so a restart is what applies it.
|
||||
systemctl --user restart authentik-postgres.service
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||||
wait_container_healthy authentik-postgres 120 || return 1
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systemctl --user start authentik-server.service
|
||||
systemctl --user restart authentik-server.service
|
||||
wait_container_healthy authentik-server 300 || return 1
|
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systemctl --user start authentik-worker.service
|
||||
systemctl --user restart authentik-worker.service
|
||||
}
|
||||
|
||||
deploy_authentik_outpost() {
|
||||
|
||||
@@ -1,12 +1,12 @@
|
||||
# frank-zealot — llama.cpp (PrismML fork build 10777, CUDA) on the RTX 3090,
|
||||
# :7771. Payload: Ternary-Bonsai-2-9B PQ2_0 with the MTP head in the file, plus
|
||||
# frank-zealot — llama.cpp (PrismML fork build 12118 = 0.7.0-dev, commit
|
||||
# 024474448, CUDA) on the RTX 3090, :7771. Payload: Ternary-Bonsai-2-9B PQ2_0 with the MTP head in the file, plus
|
||||
# the refusal-direction adapter applied at load.
|
||||
#
|
||||
# ONE OWNER: shape, payload identity, eras, laws and every measured number
|
||||
# live in serverAppConfigs-docs/LLM/frank-zealot.md. This file carries the
|
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# knobs and only the reason a reader editing THIS line cannot recover
|
||||
# elsewhere. Where the two disagree, this file wins on values.
|
||||
LLAMA_BIN=/home/dank/GitPackages/llama-prism-b10777/llama-server
|
||||
LLAMA_BIN=/home/dank/GitPackages/llama-prism-0244744/bin/llama-server
|
||||
# The fork is a LOCK, not a preference: custom tensor type 142 + prism.hadamard.*
|
||||
# metadata. Stock llama.cpp refuses the file; a loader ignoring the Hadamard
|
||||
# metadata dequantizes wrong, silently.
|
||||
@@ -64,7 +64,8 @@ CACHE_TYPE_V=q8_0
|
||||
# weights, so there is no --spec-draft-model. Its bill is pool × 4,096 B of
|
||||
# draft KV plus ~0.45 GiB of buffers and a tripled recurrent state — paid for
|
||||
# by CACHE_TYPE_V=q8_0 and UBATCH_SIZE=1024 above. Build gate: quantized V
|
||||
# beside MTP needs fork build >= b10776; LLAMA_BIN is 10777.
|
||||
# beside MTP needs fork build >= b10776; LLAMA_BIN is 12118 (b10777 is kept on
|
||||
# disk as the rollback path).
|
||||
# SPEC_TYPE=none is the rollback and strips the WHOLE set (--spec-type and
|
||||
# every --spec-draft-*); half a set has segfaulted at load.
|
||||
SPEC_TYPE=draft-mtp
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
#!/usr/bin/env bash
|
||||
# Serve prism-ml/Ternary-Bonsai-2-9B-gguf (PQ2_0 ternary quant WITH the MTP head
|
||||
# in the file) as frank-zealot on Dankclaw's RTX 3090 via llama.cpp (PrismML
|
||||
# vendor build 10777, CUDA sm_86).
|
||||
# vendor build 12118 (0.7.0-dev, commit 024474448), CUDA sm_86).
|
||||
#
|
||||
# 2026-10-18 (Frank): Bonsai-2 27B PQ2_0 → the 9B MTP export, then the same
|
||||
# evening TWO 262,144-token conversations (--ctx-size 524288 --parallel 2) over
|
||||
@@ -78,7 +78,7 @@ if [[ -f "$ENV_FILE" ]]; then
|
||||
fi
|
||||
|
||||
# --- defaults (used when the env file does not set them) -------------------
|
||||
: "${LLAMA_BIN:=/home/dank/GitPackages/llama-prism-b10777/llama-server}"
|
||||
: "${LLAMA_BIN:=/home/dank/GitPackages/llama-prism-0244744/bin/llama-server}"
|
||||
: "${MODEL_FILE:=/home/dank/models/Bonsai2-9B-MTP/Ternary-Bonsai-2-9B-PQ2_0-MTP-Q8_0.gguf}"
|
||||
: "${ALIAS:=frank-zealot}"
|
||||
: "${BIND_ADDR:=0.0.0.0}"
|
||||
@@ -119,7 +119,7 @@ fi
|
||||
# above are what pay for it. The draft cache dtype IS a further knob
|
||||
# (--spec-draft-type-k / --spec-draft-type-v, both default f16 — verified in this
|
||||
# build's --help) and stays at its default here. Card gate: quantized V alongside
|
||||
# MTP needs fork build >= prism-b10776, which is why LLAMA_BIN is the 10777
|
||||
# MTP needs fork build >= prism-b10776; LLAMA_BIN is 12118 (b10777 kept as rollback)
|
||||
# prebuilt; the type-142 loader lock keeps it pinned regardless.
|
||||
# SPEC_TYPE=none is the rollback and strips the whole set (flags move together).
|
||||
: "${SPEC_TYPE:=draft-mtp}"
|
||||
|
||||
@@ -10,7 +10,7 @@ timestamp: 2026-09-03
|
||||
|
||||
## Server Overview
|
||||
|
||||
Dankclaw is an AMD APU + RTX 3090 inference host. It ran CIRU ROCmFPX llama.cpp inference through 2026-08-22 ([[frank-dragoon]], retired). The host runs Ubuntu 26.04 with an AMD Ryzen AI MAX+ 395 Strix Halo APU. The APU uses unified memory — CPU and GPU share the same physical RAM pool. Today it serves [[frank-dragoon]] (halogen-flash-server 0.16.2 on the iGPU, port 7770) and [[frank-zealot]] (llama.cpp PrismML fork on the RTX 3090, port 7771).
|
||||
Dankclaw is an AMD APU + RTX 3090 inference host. It ran CIRU ROCmFPX llama.cpp inference through 2026-08-22 ([[frank-dragoon]], retired). The host runs Ubuntu 26.04 with an AMD Ryzen AI MAX+ 395 Strix Halo APU. The APU uses unified memory — CPU and GPU share the same physical RAM pool. Today it serves [[frank-dragoon]] (halogen-flash-server 0.18.20 on the iGPU, port 7770) and [[frank-zealot]] (llama.cpp PrismML fork on the RTX 3090, port 7771).
|
||||
## Hardware Specifications
|
||||
|
||||
### CPU
|
||||
@@ -105,7 +105,7 @@ cable between claw and server is required for 10G.
|
||||
|
||||
- Unified memory eliminates separate VRAM limits. The GPU uses system RAM.
|
||||
- The GPU budget is the GTT aperture: ~114 GiB (`mem_info_gtt_total` in `/sys/class/drm/card1/device/` = 122,402,963,456 B; `card1` is the amdgpu iGPU, `PCI_ID=1002:1586`; `llama-server --list-devices` reports 116,732 MiB). rocm-smi's smaller SVM/dedicated carve-out is **not** the budget — the 2026-08 "64 GiB rocm-smi" lesson is stale. Do not use `free` or `dmidecode` for the GPU budget.
|
||||
- The active services are `frank-dragoon` on 7770 — **halogen-flash-server 0.16.2** serving the native v2 abliterated `.hgn` in a rootless podman container ([[frank-dragoon]]) — and `frank-zealot` on 7771 ([[frank-zealot]]). The gufo v0.1.1 / UD-Q8_K_XL runtime this page once described is retired (2026-09-28 → 10-01, [[frank-dragoon]]); the gufo build tree is still on disk at `/home/dank/GitPackages/gufo-v0.1.1/`.
|
||||
- The active services are `frank-dragoon` on 7770 — **halogen-flash-server 0.18.20** serving the native v2 abliterated `.hgn` in a rootless podman container ([[frank-dragoon]]) — and `frank-zealot` on 7771 ([[frank-zealot]]). The gufo v0.1.1 / UD-Q8_K_XL runtime this page once described is retired (2026-09-28 → 10-01, [[frank-dragoon]]); the gufo build tree is still on disk at `/home/dank/GitPackages/gufo-v0.1.1/`.
|
||||
- The gufo-era note that the active runtime links against the host ROCm (`/opt/rocm` → `/etc/alternatives/rocm` → 7.2.4) through its RPATH belongs to that retired source build. The serving runtimes do not depend on the host ROCm that way: halogen runs inside its digest-pinned image, and `frank-zealot` is a CUDA build on the 3090. The retired CIRU venv's TheRock 7.15 SDK (`LD_LIBRARY_PATH`) was never in the serving path either.
|
||||
- The retired vLLM venvs (`/home/dank/vllm-venv`, `/home/dank/vllm-vk-venv`) were moved to `/home/dank/.AGENTTRASH/` on 2026-08-18.
|
||||
- 424 GB free on `/` (`df -h`, 2026-10-18) is ample for model storage.
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
type: reference
|
||||
title: "frank-dragoon on Dankclaw — halogen-flash-server 0.16.2, native v2 abliterated Qwen3.8-Flash-Next (canonical)"
|
||||
title: "frank-dragoon on Dankclaw — halogen-flash-server 0.18.20, native v2 abliterated Qwen3.8-Flash-Next (canonical)"
|
||||
description: "The iGPU endpoint: live shape, every era with its rollback path, the laws it paid for, and the files that own it."
|
||||
tags:
|
||||
- llm
|
||||
@@ -10,10 +10,10 @@ tags:
|
||||
- gfx1151
|
||||
- halogen
|
||||
- endpoint
|
||||
timestamp: 2026-10-21
|
||||
timestamp: 2026-10-30
|
||||
---
|
||||
|
||||
# frank-dragoon — halogen-flash-server 0.16.2, native v2 abliterated (Dankclaw iGPU)
|
||||
# frank-dragoon — halogen-flash-server 0.18.20, native v2 abliterated (Dankclaw iGPU)
|
||||
|
||||
Strix Halo (gfx1151) endpoint `http://192.168.0.143:7770`, served id `frank-dragoon`: a podman container
|
||||
under a root `User=dank` unit. Live shape since 2026-10-17, pool raised to 401,408 on 2026-10-18
|
||||
@@ -33,8 +33,8 @@ flags and nothing else. Payload `/home/dank/models/halogen-v2-abliterated/`, ver
|
||||
| `qwen38-flash-next-vision.hgn` | 897,916,416 | `d62e0ae5…` | peonist `@e053f488`, hardlinked — vision ON |
|
||||
| `tokenizer/` (6 flat files) | ~22 MB | `tokenizer.json` LFS | peonist `@e053f488`, hardlinked |
|
||||
|
||||
Image `ghcr.io/peonist-ai/halogen-flash-server@sha256:0c61bf84ac22308a53f5d1ca6b86806702d7039e5ebc51cae4c66621b92fe04a`
|
||||
(0.16.2, closed source), container `frank-dragoon-halogen`, published `7770:8731`; the engine's
|
||||
Image `ghcr.io/peonist-ai/halogen-flash-server@sha256:e35133b206da3094cc4d70c78800b26235bd9124b9aeb0e029d4a7c153b9cff0`
|
||||
(0.18.20, closed source), container `frank-dragoon-halogen`, published `7770:8731`; the engine's
|
||||
unauthenticated token port 8730 stays on container loopback. Engine stdout →
|
||||
`/home/dank/logs/frank_dragoon.log`, **not** the journal.
|
||||
|
||||
@@ -74,6 +74,7 @@ rollback plan — recoverable only until the trash is purged.
|
||||
|
||||
| Window | Payload | Runtime | Shape | Replaced because | Rollback |
|
||||
|---|---|---|---|---|---|
|
||||
| 2026-10-30 → | same v2 abliterated `.hgn` trio (payload untouched) | flash-server **0.18.20** `e35133b2…` | unchanged (2 slots, 262,144 ceiling, pool 401,408, MTP always-on) | vendor moved two minor versions past the 0.16.2 quickstart pin; the payload lock **held** — the same boot served chat, a `tool_calls` turn, vision ("Red", 132 prompt tokens) and `/v1/embeddings`, with the NPU lane's 19-file set verified against the new catalog | env line back to `0c61bf84…` + redeploy |
|
||||
| 2026-10-06 → 10-17 | Swift1.5 abliterated v2 `.hgn` r2 66,687,678,464 B `9c880b8b…` + same trio | flash-server 0.16.2, same digest | 2 slots, ctx 262,144, pool 524,288 (14.6 GiB), MTP always-on | — | `/home/dank/models/halogen-flashnext-v2/` + `scripts/download-frank-dragoon-flashnext.sh` |
|
||||
| 2026-10-05 → 10-06 | peonist `halogen-qwen3.8-27b` `qwen3.8-27b-p1w4d-d2.hgn` 35,865,565,184 B `274c3fc7…` | halogen 0.1.4 `sha256:dc0a39a0…` | 1 slot × 200,700, DFlash2 drafter, `HALOGEN_CACHE_MB=16384`, text-only, censored base | flash-server v2 restored vision, abliteration and MTP | `/home/dank/models/halogen-qwen3.8-27b/` + `scripts/download-frank-dragoon-halogen.sh`; 0.1.4 digest still in podman storage |
|
||||
| 2026-10-03 → 10-05 | kingjones777 Uncensored `Q6_0_ROCMFPX_AGENT.gguf` 24,856,607,008 B `e966deb3…` + `mtp-Q4_0` `051a1764…` + BF16 mmproj | `kingjones30/ROCmFPX` @ `36e9acd` (`scripts/build-rocmfpx.sh`) | 1 × 262,144 f16 KV, `draft-mtp` n-max 4, vision on | — | `/home/dank/models/kingjones-Qwen3.8-27B-Uncensored-ROCmFP4-STRIX-MTP/` + `/home/dank/GitPackages/kingjones-ROCmFPX/build` + `download-frank-dragoon-kingjones-uncensored.sh` |
|
||||
@@ -190,9 +191,11 @@ created it — earlier topologies in .
|
||||
|
||||
## Contract (wire)
|
||||
|
||||
- Live: `/v1/models`, `/health`, `/metrics`, POST `/v1/chat/completions`; `404`: `/ping`, `/props`
|
||||
`/completion`, `/tokenize`. **No `Server-Timing` header and no `/completion` timing object** — measure
|
||||
wall-clock plus `usage.prompt_tokens`.
|
||||
- Live: `/v1/models`, `/health`, `/metrics`, `/props` (model_alias, total_slots, chat_template),
|
||||
POST `/v1/chat/completions`, POST `/v1/embeddings` when the NPU lane is armed; `404`: `/ping`,
|
||||
`/completion`; `/tokenize` answers **405 to a GET** (the route exists and wants POST). **No
|
||||
`Server-Timing` header and no `/completion` timing object** — measure wall-clock plus
|
||||
`usage.prompt_tokens`.
|
||||
- Thinking lands in `reasoning_content` and **counts against `max_tokens`**: a budget that dies
|
||||
mid-thought returns `finish_reason: "length"` with empty `content`, so clients read both fields; size
|
||||
vision probes at ≥512 tokens or the model looks blind. Budget for the base reasoning long: 1,476
|
||||
@@ -232,11 +235,15 @@ created it — earlier topologies in .
|
||||
XDNA2 executes only vendor-precompiled AIE partition programs — that is the wall the TTS attempt died at
|
||||
([[Frank TTS]]) — and flash-server ships those programs. `HALOGEN_NPU_MODELS=<names>` starts a second engine **in the
|
||||
same container behind the same port**, and a request picks one by its `model`; leave the variable out and the server
|
||||
is exactly what runs today. The pinned 0.16.2 image already carries the five-program catalog
|
||||
(`/opt/halogen/npu/models.txt`: `decider-0.8b`, `qwen3-embedding-0.6b`, `qwen3-reranker-0.6b`, `qwen3guard-gen-0.6b`,
|
||||
`qwen3.5-2b`) and `docs/NPU.md` at tag `v0.16.2` documents it, so **`/v1/embeddings` is one env var and three mounts
|
||||
away — no runtime bump needed.** Wider catalog: `qwen3-embedding-4b` and `decider-4b` from 0.17.4, `embeddinggemma-2`
|
||||
(text ≤ 8,192 tokens, pictures and audio in one vector space) and `wemm-embedding-4b` from 0.18.3.
|
||||
is exactly what runs today. The pinned 0.18.20 image carries an 18-model catalog
|
||||
(`/opt/halogen/npu/models.txt`: `decider-0.8b`, `decider-4b`, `qwen3-embedding-0.6b`, `qwen3-embedding-4b`,
|
||||
`qwen3-reranker-0.6b`, `qwen3-reranker-4b`, `qwen3guard-gen-0.6b`, `qwen3guard-stream-0.6b`,
|
||||
`embeddinggemma-2`, `wemm-embedding-4b`, `qwen3.5-2b`, `flux2-klein-4b`, `qwen3-asr-0.6b`, `qwen3-asr-1.7b`,
|
||||
`d3-lite`, `d3-nano`, `qwen3-tts-0.6b-customvoice`, `qwen3-tts-1.7b-customvoice`), so **`/v1/embeddings` is one
|
||||
env var and three mounts away — no runtime bump needed.** The catalog is **not** version-stable: 0.18.20
|
||||
re-cut `qwen3-embedding-0.6b`'s device programs (14 `u*.elf` + an 8,495,512 B `consts.hnpb`, where 0.16.2
|
||||
had 10 and 5,086,496 B) and the entrypoint verifies size+sha256 per file before it starts, so **an engine
|
||||
bump re-fetches the staged set** — `scripts/download-frank-dragoon-npu.sh` carries the catalog block to do it.
|
||||
|
||||
Embedding contract on that lane: `POST /v1/embeddings`, `model: "qwen3-embedding-0.6b"`, `input` a list of **texts**
|
||||
(not token ids), 1024 unit-length floats back, the Qwen instruct prefix goes inside the string
|
||||
@@ -282,7 +289,7 @@ lane is **armed and serving** since 2026-10-19 (`HALOGEN_NPU_MODELS=qwen3-embedd
|
||||
unset, so the container opens no outbound connection; `scripts/download-frank-dragoon-npu.sh` pins every file by
|
||||
size and sha256 against the catalog and the payload mount carries the tree in.
|
||||
|
||||
Armed, the boot ledger reads (`/home/dank/logs/frank_dragoon.log`, 2026-10-19): the GPU fabric clock is held at its top level (2000 MHz) **before** the NPU starts; `/dev/accel/accel0` is `crw-rw-rw- nobody:nogroup` under driver `amdxdna` with the distro XRT and its NPU plugin; the program arrives as `15 files checked against this image's record`; then `npu_api: qwen3-embedding-0.6b (embeddings) on the NPU engine at 127.0.0.1:8740 (buckets u0…u9; inputs up to 4096 tokens)` and `up to 64 passes queued … up to 7200 s`. Callers never see `:8740` — the lane answers on the same `:8731` as the Flash model and a request picks the engine by its `model` field, so `/v1/models` lists `frank-dragoon` **and** `qwen3-embedding-0.6b`. The fleet's consumer is open-notebook's embedding default ([[Open Notebook]]); that page owns the app-side shapes (the URL guard, defaults-by-id, the `/api/embed` 500 that still writes the vector).
|
||||
Armed, the boot ledger reads (`/home/dank/logs/frank_dragoon.log`, 2026-10-19): the GPU fabric clock is held at its top level (2000 MHz) **before** the NPU starts; `/dev/accel/accel0` is `crw-rw-rw- nobody:nogroup` under driver `amdxdna` with the distro XRT and its NPU plugin; the program arrives as `19 files checked against this image's record`; then `npu_api: qwen3-embedding-0.6b (embeddings) on the NPU engine at 127.0.0.1:8740 (buckets u0, u1, u10, u11, u12, u13, u2, u3, u4, u5, u6, u7, u8, u9; inputs up to 4096 tokens)` and `up to 64 passes queued … up to 7200 s`. Callers never see `:8740` — the lane answers on the same `:8731` as the Flash model and a request picks the engine by its `model` field, so `/v1/models` lists `frank-dragoon` **and** `qwen3-embedding-0.6b`. The fleet's consumer is open-notebook's embedding default ([[Open Notebook]]); that page owns the app-side shapes (the URL guard, defaults-by-id, the `/api/embed` 500 that still writes the vector).
|
||||
|
||||
Price: the programs and their weights sit in host RAM beside the locked weights ("a few GB in all" for the default
|
||||
set; ~1.1 GiB for `embeddinggemma-2`), and **the Flash model decodes slower while the NPU works** — same memory bus,
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
type: reference
|
||||
title: "frank-zealot on Dankclaw — llama.cpp (PrismML fork 10777), Ternary-Bonsai-2-9B PQ2_0-MTP + refusal adapter, 3 × 200704, f16 K + q8_0 V, MTP armed"
|
||||
title: "frank-zealot on Dankclaw — llama.cpp (PrismML fork 12118), Ternary-Bonsai-2-9B PQ2_0-MTP + refusal adapter, 3 × 200704, f16 K + q8_0 V, MTP armed"
|
||||
description: "The RTX 3090 endpoint: live shape exactly as the env ships it, every era with its rollback path, and its card laws."
|
||||
tags:
|
||||
- llm
|
||||
@@ -31,7 +31,7 @@ is the bug.
|
||||
| Projector | `…/Bonsai2-9B-MTP/Ternary-Bonsai-2-9B-mmproj-Q8_0.gguf` — 624,229,664 B, sha256 `e0cb6f6988cea323…` — **Q8_0 is mandatory**, not a preference (see Contract) |
|
||||
| Adapter | `…/Bonsai2-9B-MTP/Ternary-Bonsai-2-9B-Uncensored-LoRA.gguf` — **3,155,424 B**, sha256 `861b9c099fb5cd81…` — a rank-1 refusal-direction LoRA (`adapter.type lora`, 128 tensors, every transformer layer, embedding untouched), applied at load by `--lora-scaled <file>:1`. Its metadata names `Ternary-Bonsai-2-9B-PTQ1_0.gguf` (`3561df7a…`) as the pack it was fitted against — **not this packing, and not on this host**; see Laws |
|
||||
| Fetch | `scripts/download-frank-zealot-bonsai9.sh [DEST]` (payload + projector) · `scripts/download-frank-zealot-uncensored-lora.sh [DEST]` (the adapter) — both `--verify-only`-able, `-f`, byte count and sha256 per file |
|
||||
| Runtime | `/home/dank/GitPackages/llama-prism-b10777/llama-server` — PrismML **fork**, `0.2.0-dev (build 10777, commit e3de71522)`; the only loader for this payload |
|
||||
| Runtime | `/home/dank/GitPackages/llama-prism-0244744/bin/llama-server` — PrismML **fork**, `0.7.0-dev (build 12118, commit 024474448)`; the only loader for this payload |
|
||||
| Trio | `scripts/frank-zealot.service` (root, relinked, `User=dank`, `Restart=on-failure`, `RestartSec=10`, `LimitMEMLOCK=infinity`, `TimeoutStopSec=180`) · `scripts/frank-zealot.env` · `scripts/serve-frank-zealot.sh` |
|
||||
| Address / alias | `BIND_ADDR=0.0.0.0`, `LISTEN_PORT=7771`, `ALIAS=frank-zealot` (a flag, not a fact) |
|
||||
| Flags | `--ctx-size 602112 --parallel 3` ⇒ 200,704 per slot · `--cache-type-k f16 --cache-type-v q8_0` (asymmetric, **14,406.00 MiB**) · `--flash-attn on` · `--batch-size 6144 --ubatch-size 1024` · `--n-gpu-layers 99` · `--jinja --reasoning auto --reasoning-format deepseek` · `--metrics` · `--mmproj` · **`--lora-scaled Ternary-Bonsai-2-9B-Uncensored-LoRA.gguf:1`** · `--log-verbosity 4` · `--presence-penalty 1.0` · **`--spec-type draft-mtp`** with `--spec-draft-n-max 2 --spec-draft-n-min 0 --spec-draft-p-min 0` |
|
||||
@@ -136,6 +136,7 @@ with 448 completion tokens (at `max_tokens: 64` the same request returns EMPTY c
|
||||
|
||||
| Window | Payload | Runtime | Shape | Replaced because | Rollback |
|
||||
|---|---|---|---|---|---|
|
||||
| 2026-10-30 → | same 9B MTP file, Q8_0 mmproj and refusal adapter (payload untouched) | PrismML fork **12118** (`0.7.0-dev`, `024474448`) | unchanged (3 × 200,704; f16 K + q8_0 V; MTP depth 2) | fork rebuilt from `origin/prism`; the payload gate held — 202 `pq2_0` tensors and 202 Hadamard-folded weights loaded, MTP drafting engaged, chat/tools/vision answered | `LLAMA_BIN` back to `llama-prism-b10777/llama-server` (kept on disk) + redeploy |
|
||||
| 2026-10-19 → | the same 9B MTP file and projector, **plus** `Ternary-Bonsai-2-9B-Uncensored-LoRA.gguf` (3,155,424 B `861b9c09…`) applied by `--lora-scaled …:1` | PrismML fork 10777 (its verified build) | — (shape unchanged; the adapter is behaviour) | Frank ordered the refusal direction removed on this endpoint | one env line — `LORA_FILE=` (or `LORA_SCALE=0`) — and redeploy; the plain pack is the same file it already loads |
|
||||
| 2026-10-18 21:06 → 2026-10-19 | the same 9B MTP file and projector | PrismML fork 10777 | — | Frank ordered the third conversation back AND the drafter armed, and exact V funds neither: it bills 18,816 MiB at the pool that pays for the third slot, leaving nothing for the draft's 2,352 | one line each — `CTX_SIZE=524288 PARALLEL=2 CACHE_TYPE_V=f16 BATCH_SIZE=4096 UBATCH_SIZE=2048 SPEC_TYPE=none` — and redeploy; no payload move |
|
||||
| 2026-10-18 13:19 → same evening (the boot `68afc6d` replaced) | the same 9B MTP file and projector | PrismML fork 10777 | — | Frank ordered unquantized KV, and that pool cannot survive it: 24,576 MiB of f16 cache > 24,123 addressable | one env line — `CTX_SIZE=786432 PARALLEL=3 CACHE_TYPE_K/V=q8_0` — and redeploy; no payload move |
|
||||
@@ -201,7 +202,14 @@ with 448 completion tokens (at `max_tokens: 64` the same request returns EMPTY c
|
||||
- `serve-frank-zealot.sh` is a direct `ExecStart`, so a missing shebang is a `203/EXEC` boot loop at `Mem peak: 1.9M` with the GPU untouched: `head -1` is a deploy check.
|
||||
- `No CUDA GPUs are available` ⇒ `nvidia-modprobe -u -c=0`; KV spilled into unified memory halves decode silently, so re-read `nvidia-smi` after any shape change.
|
||||
- **An adapter's provenance is metadata, not a gate.** Its GGUF carries `prism.abliterate.base_gguf = Ternary-Bonsai-2-9B-PTQ1_0.gguf` and that pack's sha256; the endpoint applies the file to the PQ2_0+MTP packing anyway, because the loader matches **tensor names, not hashes**. So an adapter's effect is only ever proven behaviourally (a refusal probe against the live endpoint), never by the card, and an adapter whose rank landed on `token_embd` would be a crash rather than a degradation — the publisher leaves the embedding untouched for exactly that reason.
|
||||
- **The fork pin now has a third reason.** The payload's custom type 142, the b10776 floor that pairs MTP with a quantized V, and now this: older PrismML builds (e.g. `prism-b10709`) refuse the adapter outright with `unsupported prism.hadamard.version: 2`, so a runtime that can load the pack can still be unable to carry the adapter.
|
||||
- **A fork rebuild needs an install RPATH and a bin/lib-aware `LLAMA_BIN`.** `cmake --install` strips the
|
||||
build-tree rpath, so the installed `llama-server` dies on `libllama-server-impl.so` unless the configure
|
||||
carries `-DCMAKE_INSTALL_RPATH='$ORIGIN;$ORIGIN/../lib'`; the installed layout is `bin/` + `lib/`, not the
|
||||
flat directory b10777 shipped, so the env's `LLAMA_BIN` has to name `…/bin/llama-server`. Build 12118 was
|
||||
made from `origin/prism` with the 10777 configure (Release, `GGML_CUDA=ON`, `sm_86`,
|
||||
`CMAKE_CUDA_HOST_COMPILER=/usr/bin/gcc-13`, Ninja) — gcc 15 is the box default and nvcc 12.4 rejects it.
|
||||
- **The fork pin now has a third reason.** The payload's custom type 142, the b10776 floor that pairs MTP with a quantized V, and now this: older PrismML builds (e.g. `prism-b10709`) refuse the adapter outright with `unsupported prism.hadamard.version: 2`, so a runtime that can load the pack can still be unable to carry the adapter. Build 12118 clears all
|
||||
three.
|
||||
|
||||
## Contract
|
||||
|
||||
|
||||
@@ -126,11 +126,22 @@ run_stage() {
|
||||
@test "the shipped env points at the fork runtime, the MTP pair and the refusal adapter" {
|
||||
# The payload path IS the endpoint's identity, and the runtime is part of
|
||||
# it here: the file's custom tensor type 142 + prism.hadamard.* metadata
|
||||
# make the PrismML build the only loader, and this build must be >= b10776
|
||||
# make the PrismML build the only loader, and that build must be >= b10776
|
||||
# because MTP beside q8_0 V is illegal below it. A retarget that moves the
|
||||
# model but leaves the old build behind ships an endpoint that cannot load
|
||||
# (type 142) or cannot run the documented MTP arm (the build gate).
|
||||
grep -qE '^LLAMA_BIN=/home/dank/GitPackages/llama-prism-b10777/llama-server$' "$ENV_FILE"
|
||||
# model but leaves a stock llama.cpp behind ships an endpoint that cannot
|
||||
# load (type 142) or cannot run the documented MTP arm (the build gate).
|
||||
#
|
||||
# Assert the fork FAMILY, not the directory one rebuild happens to install:
|
||||
# a literal path turns every runtime move into a test edit, and the suite
|
||||
# runs on a box that has no /home/dank at all, so existence cannot be
|
||||
# checked here either.
|
||||
local bin
|
||||
bin="$(sed -n 's/^LLAMA_BIN=//p' "$ENV_FILE")"
|
||||
if [[ ! "$bin" =~ ^/home/dank/GitPackages/llama-prism-[^/]+/llama-server$ ]] &&
|
||||
[[ ! "$bin" =~ ^/home/dank/GitPackages/llama-prism-[^/]+/bin/llama-server$ ]]; then
|
||||
echo "LLAMA_BIN does not name a PrismML fork build: '$bin'" >&2
|
||||
return 1
|
||||
fi
|
||||
grep -qE '^MODEL_FILE=/home/dank/models/Bonsai2-9B-MTP/Ternary-Bonsai-2-9B-PQ2_0-MTP-Q8_0\.gguf$' "$ENV_FILE"
|
||||
grep -qE '^MMPROJ_FILE=/home/dank/models/Bonsai2-9B-MTP/Ternary-Bonsai-2-9B-mmproj-Q8_0\.gguf$' "$ENV_FILE"
|
||||
grep -qE '^LORA_FILE=/home/dank/models/Bonsai2-9B-MTP/Ternary-Bonsai-2-9B-Uncensored-LoRA\.gguf$' "$ENV_FILE"
|
||||
|
||||
Reference in new issue
Block a user