Frank
466fd477d8
Swap the 3090 endpoint from Ternary-Bonsai-2-27B PQ2_0 (2 x 200,704,
fork build 10754) to Ternary-Bonsai-2-9B PQ2_0 with the MTP head IN the
file, three conversations at the trained 262,144 window
(--ctx-size 786432 --parallel 3), on vendor fork build 10777 -- the
minimum build that pairs MTP with a quantized V cache. q8_0 K + q8_0 V
is the only KV that fits: 13,056 MiB against a 26,112 MiB f16 pair.
Settled boot 17,876 used / 6,249 free.
MTP is armed and then DECLINED by measurement: the draft context bills
its own f16 KV over the whole pool (3,072 MiB) and at UBATCH_SIZE=2048
that halves decode (167.2 -> 109.2 t/s). The documented MTP arm
(SPEC_TYPE=draft-mtp + UBATCH_SIZE=1024, 213.5 t/s) is recorded in the
env header rather than left to rediscovery.
Two bugs the trial caught: ${SPEC_PRESENCE_PENALTY:=0.0} was a
default-assignment, so the env value always won and the no-presence-penalty
MTP arm was unreachable (now ${VAR=0.0}); and the Q8_0 mmproj is the
publisher's requirement for concurrent image requests, which matters at
--parallel 3.
contextWindow is now 262144 -- the widest in the fleet -- so :7771 is the
compaction hub. 27B runbook re-banned RETIRED with its bench-window
section closed; indexes, homepage card, OpenWebUI doc and the worklog
re-keyed.
362 lines
16 KiB
Bash
Executable File
362 lines
16 KiB
Bash
Executable File
# Seam: the frank-zealot llama.cpp root unit on dankclaw.
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# frank-zealot is the RTX 3090 endpoint; since 2026-10-18 it serves
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# prism-ml/Ternary-Bonsai-2-9B-gguf at PQ2_0 — the ternary Bonsai-2-9B, a
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# qwen35 hybrid with 32 layers (8 full-attention + 24 Gated DeltaNet) and the
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# MTP draft head INSIDE the file — via the PrismML fork build of llama.cpp
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# (vendor build 10777, the minimum that pairs MTP with a quantized V cache),
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# the ONLY loader that registers the payload's custom tensor type 142 and
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# honours its prism.hadamard.* metadata: THREE 262,144-token conversations
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# (--ctx-size 786432 --parallel 3), q8_0 K + q8_0 V under flash attention (f16
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# KV would bill 26,112 MiB of a 24,123 MiB card), the publisher's own Q8_0
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# vision projector (the BF16 one can crash on concurrent images), and MTP OFF
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# — measured, not because the head is missing: the draft context bills f16 KV
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# over the whole pool and halves decode at this shape. Log verbosity 4 ships so
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# the VRAM-fit forensics land in the journal.
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# This seam runs the serve script against a stub engine and asserts on the
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# argv it actually execs, so what is pinned is the command the operator gets.
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load helpers
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UNIT="$REPO_ROOT/scripts/frank-zealot.service"
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SERVE="$REPO_ROOT/scripts/serve-frank-zealot.sh"
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ENV_FILE="$REPO_ROOT/scripts/frank-zealot.env"
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REMOTE_DEPLOY="$REPO_ROOT/scripts/deploy-remote.sh"
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ENV_LARGE="$REPO_ROOT/scripts/frank-dragoon.env"
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setup() {
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STAGE="$(mktemp -d)"
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RUNTIME_DIR="$STAGE/llama"
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MODEL_DIR="$STAGE/models"
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mkdir -p "$RUNTIME_DIR/bin" "$MODEL_DIR"
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cat > "$RUNTIME_DIR/bin/llama-server" <<'STUB'
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#!/usr/bin/env bash
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printf '%s\n' "$@"
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STUB
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chmod +x "$RUNTIME_DIR/bin/llama-server" "$RUNTIME_DIR/bin" 2>/dev/null || chmod +x "$RUNTIME_DIR/bin/llama-server"
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# The stub payload files carry the SAME basenames as the shipped env, so
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# the seam exercises the real paths, and a payload rename moves one file
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# (the env) instead of silently forking the test's filename constants.
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MODEL_STUB="$(basename "$(sed -nE 's/^MODEL_FILE=(.+)$/\1/p' "$ENV_FILE")")"
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MM_STUB="$(basename "$(sed -nE 's/^MMPROJ_FILE=(.+)$/\1/p' "$ENV_FILE")")"
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DRAFT_STUB="draft-assistant.gguf"
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touch "$MODEL_DIR/$MODEL_STUB" "$MODEL_DIR/$MM_STUB" "$MODEL_DIR/$DRAFT_STUB"
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}
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teardown() {
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rm -rf "$STAGE"
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}
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# serve_argv [env-file] — run the serve script and capture the engine's
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# argv, one token per line, in $output.
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serve_argv() {
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local envf="${1:-$STAGE/test.env}"
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cat > "$envf" <<EOF
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LLAMA_BIN=$RUNTIME_DIR/bin/llama-server
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MODEL_FILE=$MODEL_DIR/$MODEL_STUB
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MMPROJ_FILE=$MODEL_DIR/$MM_STUB
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ALIAS=frank-zealot
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BIND_ADDR=0.0.0.0
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LISTEN_PORT=7771
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CTX_SIZE=$(sed -nE 's/^CTX_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")
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PARALLEL=$(sed -nE 's/^PARALLEL=([0-9]+)$/\1/p' "$ENV_FILE")
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BATCH_SIZE=$(sed -nE 's/^BATCH_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")
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UBATCH_SIZE=$(sed -nE 's/^UBATCH_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")
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CACHE_TYPE_K=$(sed -nE 's/^CACHE_TYPE_K=(.+)$/\1/p' "$ENV_FILE")
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CACHE_TYPE_V=$(sed -nE 's/^CACHE_TYPE_V=(.+)$/\1/p' "$ENV_FILE")
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SPEC_TYPE=$(sed -nE 's/^SPEC_TYPE=(.+)$/\1/p' "$ENV_FILE")
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SPEC_DRAFT_N_MAX=$(sed -nE 's/^SPEC_DRAFT_N_MAX=([0-9]+)$/\1/p' "$ENV_FILE")
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VERBOSITY=$(sed -nE 's/^VERBOSITY=([0-9]+)$/\1/p' "$ENV_FILE")
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METRICS=$(sed -nE 's/^METRICS=([0-9]+)$/\1/p' "$ENV_FILE")
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NGL=$(sed -nE 's/^NGL=([0-9]+)$/\1/p' "$ENV_FILE")
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EOF
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run env FRANK_ZEALOT_ENV_FILE="$envf" nvidia-modprobe=true bash "$SERVE"
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}
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argv_value() {
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grep -A1 -xF -- "$1" <<<"$output" | tail -1
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}
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# run_stage — exec the CURRENT $STAGE/test.env as-is. serve_argv REWRITES
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# that file from the shipped env, so any test that mutates it (drop a line,
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# append a drafter) must exec through this, not serve_argv — which silently
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# undoes the mutation and makes the assertion a tautology.
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run_stage() {
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run env FRANK_ZEALOT_ENV_FILE="$STAGE/test.env" nvidia-modprobe=true bash "$SERVE"
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}
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@test "frank-zealot unit, serve script and env exist in scripts/" {
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[ -f "$UNIT" ]
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[ -f "$SERVE" ]
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[ -f "$ENV_FILE" ]
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}
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@test "frank-zealot is boot-persistent, self-healing and unprivileged" {
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grep -q '^WantedBy=multi-user.target$' "$UNIT"
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grep -q '^Restart=' "$UNIT"
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grep -q '^RestartSec=' "$UNIT"
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grep -q '^User=dank$' "$UNIT"
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grep -q '^LimitMEMLOCK=infinity$' "$UNIT"
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grep -q '^ExecStart=/home/dank/serverAppConfigs/scripts/serve-frank-zealot.sh$' "$UNIT"
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grep -q 'FRANK_ZEALOT_ENV_FILE=/home/dank/serverAppConfigs/scripts/frank-zealot.env' "$UNIT"
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}
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@test "the shipped env points at the fork runtime and the Bonsai-2 9B MTP pair" {
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# The payload path IS the endpoint's identity, and the runtime is part of
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# it here: the file's custom tensor type 142 + prism.hadamard.* metadata
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# make the PrismML build the only loader, and this build must be >= b10776
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# because MTP beside q8_0 V is illegal below it. A retarget that moves the
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# model but leaves the old build behind ships an endpoint that cannot load
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# (type 142) or cannot run the documented MTP arm (the build gate).
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grep -qE '^LLAMA_BIN=/home/dank/GitPackages/llama-prism-b10777/llama-server$' "$ENV_FILE"
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grep -qE '^MODEL_FILE=/home/dank/models/Bonsai2-9B-MTP/Ternary-Bonsai-2-9B-PQ2_0-MTP-Q8_0\.gguf$' "$ENV_FILE"
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grep -qE '^MMPROJ_FILE=/home/dank/models/Bonsai2-9B-MTP/Ternary-Bonsai-2-9B-mmproj-Q8_0\.gguf$' "$ENV_FILE"
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}
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@test "the deployer gates on exactly the payload paths the env file ships" {
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# Anti-drift: the deploy handler checks files by its own defaults. If
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# those ever differ from what the unit actually loads, a green deploy
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# would be gating on a file nobody reads — and a missing projector would
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# ship a blind endpoint.
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local env_v dep_v path pair
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for pair in "MODEL_FILE LLM_ZEALOT_MODEL_FILE" "MMPROJ_FILE LLM_ZEALOT_MMPROJ"; do
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env_v="${pair%% *}"
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dep_v="${pair##* }"
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path="$(sed -nE "s/^${env_v}=(.+)$/\1/p" "$ENV_FILE")"
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grep -qF -- "${dep_v}=\"\${${dep_v}:-${path}}\"" "$REMOTE_DEPLOY"
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done
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}
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@test "three conversations share the pool at a 262144 window each" {
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serve_argv
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[ "$status" -eq 0 ]
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[ "$(argv_value --alias)" = "frank-zealot" ]
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[ "$(argv_value --port)" = "7771" ]
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[ "$(argv_value --host)" = "0.0.0.0" ]
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[ "$(argv_value --model)" = "$MODEL_DIR/$MODEL_STUB" ]
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[ "$(argv_value --n-gpu-layers)" -gt 0 ]
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# llama.cpp divides --ctx-size across slots, so the observable contract
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# is the per-slot window. The 9B swap exists precisely so every
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# conversation gets the model's TRAINED 262,144 (the 27B had to be cut to
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# 200,704 to fund two), and the harness contextWindow must quote 262144 —
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# the pool and the slot count are neither, and a longer prompt is a 400.
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# Three is also the ceiling: a fourth slot would push each window under the
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# fleet's worst-case compaction input, which is this endpoint's job.
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[ "$(argv_value --parallel)" -eq 3 ]
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[ "$(argv_value --ctx-size)" -eq 786432 ]
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local pool slots
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pool="$(argv_value --ctx-size)"; slots="$(argv_value --parallel)"
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[ $((pool % slots)) -eq 0 ]
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[ $((pool / slots)) -eq 262144 ]
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}
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@test "the KV dtype pair follows the env file and flash-attn stays pinned on" {
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# Asserted against the env rather than a literal so a retune moves one
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# file, not two. The shipped pair is q8_0/q8_0: this payload bills
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# 8 full-attention layers × 4 KV heads × 256 dim = 8,192 elements per token
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# per cache, so f16/f16 would need 26,112 MiB of the 24,123 MiB card while
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# q8_0 bills 17,408 B/token = 13,056.00 MiB at the 786,432 pool — the
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# ledger said exactly that, and it is the referee. The 24 DeltaNet layers
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# bill a fixed recurrent state per slot (452.25 MiB for three cells), which
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# is why pool arithmetic alone under-prices the shape. flash-attn is not
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# decoration: quantized V is only legal with it, and it must stay explicit
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# so a future quant swap cannot silently fall back.
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local env_k env_v
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env_k="$(sed -nE 's/^CACHE_TYPE_K=(.+)$/\1/p' "$ENV_FILE")"
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env_v="$(sed -nE 's/^CACHE_TYPE_V=(.+)$/\1/p' "$ENV_FILE")"
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serve_argv
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[ "$status" -eq 0 ]
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[ "$(argv_value --cache-type-k)" = "$env_k" ]
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[ "$(argv_value --cache-type-v)" = "$env_v" ]
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[ "$(argv_value --flash-attn)" = "on" ]
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}
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@test "log verbosity follows the env file" {
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serve_argv
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[ "$status" -eq 0 ]
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# The shipped 4 (debug) is what makes VRAM-fit forensics possible from
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# the journal (KV layout, buffer sizes, graph capture) — the only way to
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# prove the q8_0 KV contract and the draft-KV bill from a log.
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[ "$(argv_value --log-verbosity)" = "4" ]
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# And an env that names no verbosity still ships an explicit value: the
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# serve script's written-down default is 4 too, never a blank.
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sed -i '/^VERBOSITY=/d' "$STAGE/test.env"
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run_stage
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[ "$status" -eq 0 ]
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[ "$(argv_value --log-verbosity)" = "4" ]
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}
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@test "the Prometheus metrics endpoint is served unless opted out" {
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# Output contract, not a config read: what matters to the operator is that
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# the engine is exec'd with --metrics, because llama.cpp answers 501 on
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# /metrics without it and the fleet scrape then reports the endpoint DOWN
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# (the oldest retained sample of this target's scrape, 2026-10-11, is a 0).
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serve_argv
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[ "$status" -eq 0 ]
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grep -qxF -- '--metrics' <<<"$output"
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# And the opt-out must be real: METRICS=0 ships no /metrics at all.
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sed -i 's/^METRICS=.*/METRICS=0/' "$STAGE/test.env"
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run_stage
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[ "$status" -eq 0 ]
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! grep -qxF -- '--metrics' <<<"$output"
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}
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@test "the compute-buffer pair follows the env file and stays self-consistent" {
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# The contract is: whatever rung the repo carries is the rung the engine
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# is exec'd with — the number a benchmark attributes a prefill rate to
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# must be a repo value, never an engine default nobody wrote down.
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# Asserted against the env rather than a literal so a retune moves one
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# file, not two.
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local env_batch env_ubatch
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env_batch="$(sed -nE 's/^BATCH_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")"
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env_ubatch="$(sed -nE 's/^UBATCH_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")"
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serve_argv
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[ "$status" -eq 0 ]
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[ "$(argv_value --batch-size)" = "$env_batch" ]
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[ "$(argv_value --ubatch-size)" = "$env_ubatch" ]
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# llama.cpp refuses ubatch > batch, so a retune that inverts the pair has
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# to fail here instead of at boot on a live endpoint.
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[ "$env_batch" -ge "$env_ubatch" ]
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# And an env that names neither flag still ships an explicit pair: the
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# serve script's fallbacks are written-down values, not blanks the engine
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# fills in silently.
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sed -i '/^BATCH_SIZE=/d;/^UBATCH_SIZE=/d' "$STAGE/test.env"
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run_stage
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[ "$status" -eq 0 ]
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argv_value --batch-size | grep -qE '^[0-9]+$'
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argv_value --ubatch-size | grep -qE '^[0-9]+$'
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}
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@test "speculation is off: no drafter flag reaches the argv" {
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# Frank, 2026-10-18: this file DOES carry the MTP head (the boot arms prove
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# it loads and drafts, acceptance 0.798/0.617 per position, mean accepted
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# length 2.41) and it is still off, because the draft context bills its own
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# f16 KV over the WHOLE pool — 4,096 B/position × 786,432 = 3,072 MiB plus
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# buffers — and at --ubatch-size 2048 that squeeze halves decode: 167.2 →
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# 109.2 t/s. The MTP arm is SPEC_TYPE=draft-mtp + UBATCH_SIZE=1024 (213.5
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# t/s), documented in frank-zealot.env. The flags move as a set:
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# SPEC_TYPE=none strips --spec-type, --spec-draft-n-max AND
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# --spec-draft-model together, so a no-spec boot cannot carry half a spec
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# pair (the ROCmFPX-era baseline arm segfaulted at load doing that).
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serve_argv
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[ "$status" -eq 0 ]
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! grep -qxF -- '--spec-type' <<<"$output"
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! grep -qxF -- '--spec-draft-n-max' <<<"$output"
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! grep -qxF -- '--spec-draft-model' <<<"$output"
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grep -qE '^SPEC_TYPE=none$' "$ENV_FILE"
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}
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@test "naming a drafter ships the MTP set, with or without a separate draft file" {
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# The documented MTP arm (frank-zealot.env): SPEC_TYPE=draft-mtp ALONE is
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# legal here because the head is IN the checkpoint and the draft context
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# rides the main model's weights — so --spec-draft-model must NOT appear,
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# or the trunk would be loaded twice.
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serve_argv
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{
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echo 'SPEC_TYPE=draft-mtp'
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echo 'SPEC_DRAFT_N_MAX=2'
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} >> "$STAGE/test.env"
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run_stage
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[ "$status" -eq 0 ]
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[ "$(argv_value --spec-type)" = "draft-mtp" ]
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[ "$(argv_value --spec-draft-n-max)" = "2" ]
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! grep -qxF -- '--spec-draft-model' <<<"$output"
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# And an external drafter still reaches the engine as a complete set — the
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# pair the ROCmFPX-era crash was about.
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echo "SPEC_DRAFT_FILE=$MODEL_DIR/$DRAFT_STUB" >> "$STAGE/test.env"
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run_stage
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[ "$status" -eq 0 ]
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[ "$(argv_value --spec-draft-model)" = "$MODEL_DIR/$DRAFT_STUB" ]
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}
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@test "vision ships by default and MMPROJ_FILE empty opts out of the image path" {
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# The Bonsai-2 text file carries no vision tensors — the publisher's Q8_0
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# projector argument IS the vision capability: no flag, no eyes. Q8_0 (not
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# BF16) is the publisher's own requirement for concurrent image requests,
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# which is what --parallel 3 means in practice.
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serve_argv
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[ "$status" -eq 0 ]
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[ "$(argv_value --mmproj)" = "$MODEL_DIR/$MM_STUB" ]
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# The documented opt-out must reach the engine as ABSENCE of the flag,
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# not as an argument pointing at an empty string.
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sed -i 's|^MMPROJ_FILE=.*|MMPROJ_FILE=|' "$STAGE/test.env"
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run env FRANK_ZEALOT_ENV_FILE="$STAGE/test.env" nvidia-modprobe=true bash "$SERVE"
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[ "$status" -eq 0 ]
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! grep -qxF -- '--mmproj' <<<"$output"
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}
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@test "the card sampler's only non-metadata term reaches the argv" {
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# general.sampling.* (temperature / top_p / top_k / min_p / repeat_penalty)
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# rides in the checkpoint and the engine reads it itself; presence penalty
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# is the ONE recipe value with no GGUF metadata key, so it must reach argv
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# or the recipe is silently incomplete. Distinctive value first: proof the
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# flag is wired to the env and not merely to the script's default.
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serve_argv
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{ echo 'PRESENCE_PENALTY=0.5'; } >> "$STAGE/test.env"
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run_stage
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[ "$status" -eq 0 ]
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[ "$(argv_value --presence-penalty)" = "0.5" ]
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# The shipped recipe value reaches the engine too.
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local pp
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pp="$(sed -nE 's/^PRESENCE_PENALTY=(.+)$/\1/p' "$ENV_FILE")"
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sed -i "s/^PRESENCE_PENALTY=.*/PRESENCE_PENALTY=$pp/" "$STAGE/test.env"
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run_stage
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[ "$status" -eq 0 ]
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[ "$(argv_value --presence-penalty)" = "$pp" ]
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# The documented opt-out is absence of the flag, not an empty argument —
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# which is why the default uses ${VAR=default}, not ${VAR:=default}.
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sed -i "s/^PRESENCE_PENALTY=.*/PRESENCE_PENALTY=/" "$STAGE/test.env"
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run_stage
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[ "$status" -eq 0 ]
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! grep -qxF -- '--presence-penalty' <<<"$output"
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}
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@test "the fleet reasoning contract reaches the argv" {
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serve_argv
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[ "$status" -eq 0 ]
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# deepseek format = thinking lands in reasoning_content, the field the
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# harness reads on this endpoint; --jinja is what makes
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# chat_template_kwargs reach the template at all.
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[ "$(argv_value --reasoning-format)" = "deepseek" ]
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argv_value --jinja >/dev/null
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grep -qxF -- '--jinja' <<<"$output"
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}
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@test "the serve script refuses a missing runtime, GGUF or projector" {
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rm -f "$MODEL_DIR/$MM_STUB"
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serve_argv
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[ "$status" -ne 0 ]
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[[ "$output" == *"frank-zealot: missing"* ]]
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rm -f "$RUNTIME_DIR/bin/llama-server"
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serve_argv
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[ "$status" -ne 0 ]
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[[ "$output" == *"frank-zealot: missing"* ]]
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}
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|
||
@test "the deploy handler gates on binary, GGUF and projector, then MainPID-hardens health" {
|
||
grep -q 'deploy_llm_zealot' "$REMOTE_DEPLOY"
|
||
grep -q 'LLM_ZEALOT_RUNTIME' "$REMOTE_DEPLOY"
|
||
grep -q 'LLM_ZEALOT_MODEL_FILE' "$REMOTE_DEPLOY"
|
||
grep -q 'LLM_ZEALOT_MMPROJ' "$REMOTE_DEPLOY"
|
||
grep -q 'relink_unit frank-zealot' "$REMOTE_DEPLOY"
|
||
grep -q 'systemctl enable frank-zealot.service' "$REMOTE_DEPLOY"
|
||
grep -q '127.0.0.1:7771/health' "$REMOTE_DEPLOY"
|
||
grep -q 'frank-zealot.service has no MainPID' "$REMOTE_DEPLOY"
|
||
}
|
||
|
||
@test "the two endpoints keep separate ports and the large handler never pkills llama-server" {
|
||
# frank-dragoon's sweeps must not take down frank-zealot, whose
|
||
# process is llama-server on the SAME host.
|
||
grep -q '^LISTEN_PORT=7771$' "$ENV_FILE"
|
||
local large
|
||
large="$(sed -n '/^deploy_llm_dragoon() {/,/^}/p' "$REMOTE_DEPLOY")"
|
||
! grep -q 'pkill -x llama-server' <<<"$large"
|
||
}
|