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serverAppConfigs/tests/frank_small_unit.bats
T
Frank 6584c059d6 frank-small: two wide unquantized contexts (2 x 200,704) on the 3090
Frank's order, two messages: "extend the max context of frank-small to
200700 per individual stream without further quantization", then
"reduce it to 2 streams for a total of 401400-ish tokens, set ubatch to
1k", then "unquantize the KV if we have extra space".

CTX_SIZE 540672 -> 401408 with PARALLEL 3 -> 2 gives n_ctx_slot 200,704:
above the 200,700 the harness compacts at, so a full-length request
lands in one stream instead of a 400 exceed_context_size_error. The pool
must divide evenly across slots and stay 256-aligned for the FA path,
which is why it is 401,408 and not 401,400.

CACHE_TYPE_V q8_0 -> f16: the freed third slot is exactly what pays for
unquantized values (24.5 -> 32 KiB/token), and the budget lands back in
the 2-3 GiB band Frank set on 2026-10-02 instead of leaving ~6 GiB of
the card idle. The asymmetric-KV contract that created this endpoint is
spent with it; both --cache-type flags stay explicit.

--batch-size/--ubatch-size are now passed (2048/1024). The endpoint had
never passed either, so it ran on engine defaults nobody wrote down.

Franksdank-Runbook: serverAppConfigs-docs/LLM/frank-small-llama-mimo-q5km.md
2026-10-03 02:04:54 -07:00

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#!/usr/bin/env bats
# Seam: the frank-small llama.cpp root unit on dankclaw.
# frank-small is the RTX 3090 endpoint; since 2026-10-01 night it serves
# bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF:Q5_K_M via a CUDA (sm_86) build of
# llama.cpp master, chosen because it is the only runtime here that moves K and
# V independently. Since 2026-10-03 it runs TWO unquantized contexts of
# 200,704 tokens each and carries a vision projector, and the card must keep
# 2-3 GiB free. This seam runs the serve script against a stub engine and
# asserts on the argv it actually execs, so what is pinned is the
# command the operator gets.
load helpers
UNIT="$REPO_ROOT/scripts/frank-small.service"
SERVE="$REPO_ROOT/scripts/serve-frank-small.sh"
ENV_FILE="$REPO_ROOT/scripts/frank-small.env"
REMOTE_DEPLOY="$REPO_ROOT/scripts/deploy-remote.sh"
ENV_LARGE="$REPO_ROOT/scripts/frank-large.env"
TARGET_STUB="MiMo-V2.6-Distill-Qwen-9B-Q5_K_M.gguf"
# Same basename as the shipped projector: the test env repoints it into $STAGE.
MM_STUB="mmproj-MiMo-V2.6-Distill-Qwen-9B-f16.gguf"
setup() {
STAGE="$(mktemp -d)"
RUNTIME_DIR="$STAGE/llama"
MODEL_DIR="$STAGE/models"
mkdir -p "$RUNTIME_DIR/bin" "$MODEL_DIR"
cat > "$RUNTIME_DIR/bin/llama-server" <<'STUB'
#!/usr/bin/env bash
printf '%s\n' "$@"
STUB
chmod +x "$RUNTIME_DIR/bin/llama-server" "$RUNTIME_DIR/bin" 2>/dev/null || chmod +x "$RUNTIME_DIR/bin/llama-server"
touch "$MODEL_DIR/$TARGET_STUB" "$MODEL_DIR/$MM_STUB"
}
teardown() {
rm -rf "$STAGE"
}
# serve_argv [env-file] — run the serve script and capture the engine's
# argv, one token per line, in $output.
serve_argv() {
local envf="${1:-$STAGE/test.env}"
local mmproj
mmproj="$(sed -nE 's/^MMPROJ_FILE=(.+)$/\1/p' "$ENV_FILE")"
cat > "$envf" <<EOF
LLAMA_BIN=$RUNTIME_DIR/bin/llama-server
MODEL_FILE=$MODEL_DIR/$TARGET_STUB
MMPROJ_FILE=$MODEL_DIR/${mmproj##*/}
ALIAS=frank-small
BIND_ADDR=0.0.0.0
LISTEN_PORT=7771
CTX_SIZE=$(sed -nE 's/^CTX_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")
PARALLEL=$(sed -nE 's/^PARALLEL=([0-9]+)$/\1/p' "$ENV_FILE")
CACHE_TYPE_K=$(sed -nE 's/^CACHE_TYPE_K=(.+)$/\1/p' "$ENV_FILE")
CACHE_TYPE_V=$(sed -nE 's/^CACHE_TYPE_V=(.+)$/\1/p' "$ENV_FILE")
NGL=$(sed -nE 's/^NGL=([0-9]+)$/\1/p' "$ENV_FILE")
EOF
run env FRANK_SMALL_ENV_FILE="$envf" nvidia-modprobe=true bash "$SERVE"
}
argv_value() {
grep -A1 -xF -- "$1" <<<"$output" | tail -1
}
@test "frank-small unit, serve script and env exist in scripts/" {
[ -f "$UNIT" ]
[ -f "$SERVE" ]
[ -f "$ENV_FILE" ]
}
@test "frank-small is boot-persistent, self-healing and unprivileged" {
grep -q '^WantedBy=multi-user.target$' "$UNIT"
grep -q '^Restart=on-failure$' "$UNIT"
grep -q '^RestartSec=' "$UNIT"
grep -q '^User=dank$' "$UNIT"
grep -q '^LimitMEMLOCK=infinity$' "$UNIT"
grep -q '^ExecStart=/home/dank/serverAppConfigs/scripts/serve-frank-small.sh$' "$UNIT"
grep -q 'FRANK_SMALL_ENV_FILE=/home/dank/serverAppConfigs/scripts/frank-small.env' "$UNIT"
}
@test "the shipped env points at the llama.cpp runtime and the Q5_K_M GGUF" {
grep -qE '^LLAMA_BIN=/home/dank/GitPackages/llama-master/build-cuda/bin/llama-server$' "$ENV_FILE"
grep -qE "^MODEL_FILE=/home/dank/models/MiMo-Q5KM/$TARGET_STUB$" "$ENV_FILE"
}
@test "the deployer gates on exactly the payload paths the env file ships" {
# Anti-drift: the deploy handler checks files by its own defaults. If
# those ever differ from what the unit actually loads, a green deploy
# would be gating on a file nobody reads — and a missing projector would
# ship a blind endpoint.
local env_v dep_v path pair
for pair in "MODEL_FILE LLM_SMALL_MODEL_FILE" "MMPROJ_FILE LLM_SMALL_MMPROJ"; do
read -r env_v dep_v <<<"$pair"
path="$(sed -nE "s/^${env_v}=(.+)\$/\1/p" "$ENV_FILE" | tail -1)"
[ -n "$path" ]
grep -qF -- "${dep_v}=\"\${${dep_v}:-${path}}\"" "$REMOTE_DEPLOY"
done
}
@test "the shipped env serves the fleet shape: two 200704-token contexts" {
serve_argv
[ "$status" -eq 0 ]
[ "$(argv_value --alias)" = "frank-small" ]
[ "$(argv_value --port)" = "7771" ]
[ "$(argv_value --host)" = "0.0.0.0" ]
[ "$(argv_value --model)" = "$MODEL_DIR/$TARGET_STUB" ]
[ "$(argv_value --n-gpu-layers)" -gt 0 ]
# llama.cpp divides --ctx-size across slots and a mamba hybrid cannot
# share one cache, so the observable contract is the per-slot window.
[ "$(argv_value --parallel)" -eq 2 ]
ctx="$(argv_value --ctx-size)"
par="$(argv_value --parallel)"
[ $((ctx % par)) -eq 0 ]
[ $((ctx / par)) -eq 200704 ]
[ $((ctx / par)) -le 262144 ]
}
@test "the KV contract is unquantized both halves, flash-attn on" {
serve_argv
[ "$status" -eq 0 ]
[ "$(argv_value --cache-type-k)" = "f16" ]
# Frank, 2026-10-03: the values are unquantized too. The flag pair is what
# makes this observable — a build without the FA path silently falls back,
# so both must appear in the argv the supervisor runs.
[ "$(argv_value --cache-type-v)" = "f16" ]
[ "$(argv_value --flash-attn)" = "on" ]
}
@test "the KV budget leaves 2-3 GiB of the 3090 free" {
# Rate, from the GGUF geometry: 8 full-attention layers x 4 kv heads x
# 256 dim x 2 B = 16 KiB/token for K and the same for V => 32 KiB/token
# (budgeted 33 with slack). The non-KV half is MEASURED on this card on
# 2026-10-02: with the projector loaded the engine reported 22,972 MiB
# used against 14,113 MiB of KV, so weights + vision tower + DeltaNet
# state + compute buffers + CUDA graphs = 8,859 MiB => 9 GiB. Two asserts,
# both about the output the operator sees: the pool must still fit with
# 2 GiB spare, and it must be large enough that 5 GiB spare is NOT
# reachable (an undersized pool is as wrong as an oversized one).
# Arithmetic, not a boot log: change CTX_SIZE and this bites before the
# deploy does. The same pool with the OLD 24.5 KiB/token rate would leave
# ~6 GiB free — i.e. the unquantized V is what puts this shape in the band.
ctx="$(sed -nE 's/^CTX_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")"
kv_gib=$((ctx * 33 / 1048576))
[ $((kv_gib + 9 + 2)) -le 24 ]
[ $((kv_gib + 9 + 5)) -gt 24 ]
# And the ceiling that sets the per-slot window: two NATIVE windows cannot
# be paid for in full precision on this card.
native=$((2 * 262144))
[ $((native * 33 / 1048576 + 9)) -gt 24 ]
}
@test "the compute-buffer pair is explicit" {
# This endpoint ran on llama.cpp's own defaults until 2026-10-03; the
# fleet now pins 2048/1024 so the number a benchmark attributes the
# prefill rate to is a repo value, not an engine default nobody wrote down.
serve_argv
[ "$status" -eq 0 ]
[ "$(argv_value --batch-size)" = "2048" ]
[ "$(argv_value --ubatch-size)" = "1024" ]
}
@test "no speculative draft ships by default" {
# The qwen35 GGUF has no MTP tensors, and the cross-model DFlash draft
# is a measured decision the harness makes later, not a default.
! grep -q -- '--model-draft' "$SERVE"
! grep -q -- '--spec-type' "$SERVE"
! grep -q '^DRAFT' "$ENV_FILE"
}
@test "vision ships by default and MMPROJ_FILE empty opts out of the image path" {
# The Q5_K_M GGUF carries no `v.*` tensors, so the projector argument IS
# the vision capability: no flag, no eyes.
serve_argv
[ "$status" -eq 0 ]
[ "$(argv_value --mmproj)" = "$MODEL_DIR/$MM_STUB" ]
# The documented opt-out must reach the engine as ABSENCE of the flag,
# not as an argument pointing at an empty string.
sed -i 's|^MMPROJ_FILE=.*|MMPROJ_FILE=|' "$STAGE/test.env"
run env FRANK_SMALL_ENV_FILE="$STAGE/test.env" nvidia-modprobe=true bash "$SERVE"
[ "$status" -eq 0 ]
! grep -qxF -- '--mmproj' <<<"$output"
}
@test "the fleet reasoning contract survives the reslice to two wide contexts" {
serve_argv
[ "$status" -eq 0 ]
# deepseek format = thinking lands in reasoning_content, the field the
# harness reads on this endpoint; --jinja is what makes
# chat_template_kwargs reach the template at all.
[ "$(argv_value --reasoning-format)" = "deepseek" ]
argv_value --jinja >/dev/null
grep -qxF -- '--jinja' <<<"$output"
}
@test "the serve script refuses a missing runtime, GGUF or projector" {
rm -f "$MODEL_DIR/$MM_STUB"
serve_argv
[ "$status" -ne 0 ]
[[ "$output" == *"frank-small: missing"* ]]
rm -f "$RUNTIME_DIR/bin/llama-server"
serve_argv
[ "$status" -ne 0 ]
[[ "$output" == *"frank-small: missing"* ]]
}
@test "the deploy handler gates on binary, GGUF and projector, then MainPID-hardens health" {
grep -q 'deploy_llm_small' "$REMOTE_DEPLOY"
grep -q 'LLM_SMALL_RUNTIME' "$REMOTE_DEPLOY"
grep -q 'LLM_SMALL_MODEL_FILE' "$REMOTE_DEPLOY"
grep -q 'LLM_SMALL_MMPROJ' "$REMOTE_DEPLOY"
grep -q 'relink_unit frank-small' "$REMOTE_DEPLOY"
grep -q 'systemctl enable frank-small.service' "$REMOTE_DEPLOY"
grep -q '127.0.0.1:7771/health' "$REMOTE_DEPLOY"
grep -q 'frank-small.service has no MainPID' "$REMOTE_DEPLOY"
}
@test "the two endpoints keep separate ports and the large handler never pkills llama-server" {
# frank-large's gufo sweep must not take down frank-small, whose
# process is llama-server on the SAME host since this swap.
grep -q '^LISTEN_PORT=7771$' "$ENV_FILE"
local large
large="$(sed -n '/^deploy_llm_large() {/,/^}/p' "$REMOTE_DEPLOY")"
! grep -q 'pkill -x llama-server' <<<"$large"
}