frank-small: three contexts, vision on, 2-3 GiB of the 3090 left free

CTX_SIZE 589824 / PARALLEL 3 -> three independent 196,608-token conversations
(a mamba hybrid cannot share one KV cache, so per-slot window = pool/slots;
3 x 262,144 would need 18.4 GiB of KV alone and busts the card).

Vision comes back via bartowski's mmproj-MiMo-V2.6-Distill-Qwen-9B-f16.gguf
(918,166,048 B, sha256 ff348f31..., fetched + verified by
scripts/download-frank-small.sh): the Q5_K_M GGUF ships no v.* tensors, so
--mmproj IS the image path. MMPROJ_FILE without a colon default so an explicit
empty value is a real text-only opt-out, and the deployer now gates on the
projector exactly as the serve script does.

Budget is measured, not guessed: the 2 x 262,144 shape used 20,190/24,576 MiB,
which prices non-KV cost at 7,390 MiB. Three slots + projector land near
22.5 GiB, i.e. ~2 GiB spare - the bottom of the requested band, to be
confirmed by measurement and laddered if it lands outside 2-3 GiB.

scripts/deploy-remote.sh

@@ -1188,6 +1188,10 @@ deploy_llm_large() {
 # not shared: frank-large's engine runs on the gfx1151 iGPU.
 LLM_SMALL_MODEL_FILE="${LLM_SMALL_MODEL_FILE:-/home/dank/models/MiMo-Q5KM/MiMo-V2.6-Distill-Qwen-9B-Q5_K_M.gguf}"
 LLM_SMALL_RUNTIME="${LLM_SMALL_RUNTIME:-/home/dank/GitPackages/llama-master/build-cuda/bin/llama-server}"
+# The projector IS the vision capability here: the Q5_K_M GGUF ships no `v.*`
+# tensors, so a deploy that starts without this file silently ships a
+# text-only endpoint. Checked unconditionally, like frank-large's.
+LLM_SMALL_MMPROJ="${LLM_SMALL_MMPROJ:-/home/dank/models/MiMo-Q5KM/mmproj-MiMo-V2.6-Distill-Qwen-9B-f16.gguf}"
 
 deploy_llm_small() {
     # Refuse rather than restart-loop: a unit whose runtime or payload is
@@ -1200,12 +1204,14 @@ deploy_llm_small() {
         echo "frank-small: && cmake --build build-cuda --target llama-server) first." >&2
         return 1
     fi
-    if [[ ! -f "$LLM_SMALL_MODEL_FILE" ]]; then
+    for f in "$LLM_SMALL_MODEL_FILE" "$LLM_SMALL_MMPROJ"; do
-        echo "ERROR: payload GGUF absent at $LLM_SMALL_MODEL_FILE" >&2
+        if [[ ! -f "$f" ]]; then
-        echo "frank-small: fetch bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF Q5_K_M first;" >&2
+            echo "ERROR: frank-small payload file absent at $f" >&2
-        echo "frank-small: refusing to start a unit that cannot load." >&2
+            echo "frank-small: run scripts/download-frank-small.sh first;" >&2
-        return 1
+            echo "frank-small: refusing to start a unit that cannot load." >&2
-    fi
+            return 1
+        fi
+    done
     relink_unit frank-small
     run_privileged systemctl daemon-reload
     run_privileged systemctl enable frank-small.service

scripts/download-frank-small.sh

@@ -1,7 +1,10 @@
 #!/usr/bin/env bash
-# Download bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF:Q5_K_M for frank-small
+# Download the frank-small payload for llama.cpp on the RTX 3090:
-# (llama.cpp on the RTX 3090). Public repo — no auth header, and never a token
+# bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF:Q5_K_M plus its vision projector
-# on the command line (it is world-readable in /proc/<pid>/cmdline).
+# (the GGUF carries no `v.*` tensors — the tower lives only in the mmproj, so
+# without this file the endpoint is text-only by construction). Public repo —
+# no auth header, and never a token on the command line (it is world-readable
+# in /proc/<pid>/cmdline).
 #
 # Fresh downloads, no resume (`curl -C -` once produced a 213 MB oversized file
 # on a 31 GiB payload); -f/--fail-with-body so an HTTP 401 is not a success,
@@ -33,6 +36,7 @@ DEST="${DEST:-/home/dank/models/MiMo-Q5KM}"
 # name bytes sha256
 FILES=(
   "MiMo-V2.6-Distill-Qwen-9B-Q5_K_M.gguf 6876124704 04cf46f2b5584ef922697d6c063f94879434fb86c467f1a09e52daf0cddaf35f"
+  "mmproj-MiMo-V2.6-Distill-Qwen-9B-f16.gguf 918166048 ff348f3180a63188aa7285db85f550fe38acb61dd013c599eb8bad08d2cc2576"
 )
 
 mkdir -p "$DEST"

scripts/frank-small.env

@@ -1,39 +1,51 @@
 # frank-small — llama.cpp (master, CUDA sm_86) serving
 # bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF:Q5_K_M on the RTX 3090, :7771.
 #
-# 2026-10-01 night (Frank): one quant step down from the Q6_K file this
+# 2026-10-02 (Frank): THREE contexts, vision on, and a hard instruction to
-# endpoint ran for a few hours, on the same runtime and the same shape — the
+# leave 2-3 GiB of the card free. Both new demands cost memory, so the per-slot
-# llama.cpp GGUF path is kept for the ASYMMETRIC KV contract (K unquantized
+# window shrinks — see the budget below.
-# f16, V q8_0) that no other runtime on this host exposes per-tensor, and the
-# freed 0.86 GiB of weights is what keeps the two full windows bootable with
-# margin for CUDA graphs.
 #
-# KV arithmetic: attention KV exists only in the 8 full-attention layers
+# Measured on this card, this runtime, 2 x 262,144 (2026-10-02, steady state):
-# (4 KV heads x 256 head_dim). K f16 = 16 KiB/token; V q8_0 = 8.5 KiB/token
+# 20,190 MiB used of 24,576. KV at that pool was 524,288 tokens x 24.5 KiB =
-# (34 B per 32-element block) => 24.5 KiB/token. Two full native windows
+# 12,800 MiB, so everything that is NOT KV — weights 6,557 + Gated DeltaNet
-# (2 x 262,144 = 524,288 tokens) cost 12.5 GiB; weights 6.40 + KV 12.5 + the
+# state ~25/slot + compute buffers and CUDA graphs ~800 — is 7,390 MiB.
-# fixed Gated DeltaNet state (~25 MiB/slot) + compute buffers and CUDA graphs
-# ~1.5-2 => ~20.5 GiB against the card's 24 GiB. Q6_K measured 20.9/24.6 here,
-# which is the same arithmetic with 7.26 GiB of weights.
 #
-# Why V is not f16: full-precision V costs 16 KiB/token instead of 8.5, i.e.
+# KV arithmetic (unchanged): attention KV exists only in the 8 full-attention
-# +3.96 GiB on a 524,288-token pool — 24.5 GiB total, past the card. If the
+# layers (4 KV heads x 256 head_dim). K f16 = 16 KiB/token, V q8_0 =
-# graph capture OOMs, lower CTX_SIZE (262144 = two 131,072 windows) rather
+# 8.5 KiB/token (34 B per 32-element block) => 24.5 KiB/token. Three slots at
-# than quantizing K.
+# 196,608 = 589,824 tokens cost 14,113 MiB. Add the non-KV 7,390, a third
+# DeltaNet state (~25) and the vision tower + its graph (~1,030: 876 MiB of
+# mmproj weights plus buffer) => ~22.5 GiB used, ~2.0 GiB free — the bottom of
+# the requested band. Step CTX_SIZE down by 12,288 (=4096/slot) if measurement
+# says tighter, up if it says looser; the native 262,144 per slot is NOT
+# reachable three times (3 x 262,144 x 24.5 KiB = 18.4 GiB of KV alone).
+#
+# Why V stays q8_0 and K stays f16: full-precision V would add 8 KiB/token —
+# +4.5 GiB on this pool — which is what pushes the card past its 24 GiB. K is
+# the tensor the asymmetric-KV contract exists to protect.
 LLAMA_BIN=/home/dank/GitPackages/llama-master/build-cuda/bin/llama-server
 MODEL_FILE=/home/dank/models/MiMo-Q5KM/MiMo-V2.6-Distill-Qwen-9B-Q5_K_M.gguf
 
+# Vision: the Q5_K_M GGUF ships no `v.*` tensors, so the projector file IS the
+# vision capability (sha256 ff348f31..., 918,166,048 B, fetched by
+# scripts/download-frank-small.sh). Empty string = text-only on purpose.
+MMPROJ_FILE=/home/dank/models/MiMo-Q5KM/mmproj-MiMo-V2.6-Distill-Qwen-9B-f16.gguf
+
 # Fleet endpoint: same port and alias as every frank-small before it, so the
 # harness models.yml id and the homepage probe do not move.
 ALIAS=frank-small
 BIND_ADDR=0.0.0.0
 LISTEN_PORT=7771
 
-# Two contexts at the model's native window each. llama.cpp divides
+# Three independent conversations. llama.cpp divides --ctx-size across
-# --ctx-size across --parallel slots (n_ctx_slot = CTX_SIZE/PARALLEL), and
+# --parallel slots (n_ctx_slot = CTX_SIZE/PARALLEL), and a mamba-hybrid model
-# without unified KV each slot gets its own cache.
+# cannot use unified KV, so each slot gets its own cache and its own window.
-CTX_SIZE=524288
+# 196,608 per slot is BELOW the native 262,144: a single request longer than
-PARALLEL=2
+# ~196k tokens now needs compaction instead of one shot (the 2026-10-01
+# 2 x 262,144 shape was chosen to hold a 216,269-token compaction request;
+# three contexts is the trade Frank asked for).
+CTX_SIZE=589824
+PARALLEL=3
 
 # The KV contract (Frank, 2026-10-01 night): unquantized K, q8_0 V.
 # q8_0 on V is only served by the flash-attention path; the serve script

scripts/frank-small.service

@@ -1,5 +1,5 @@
 [Unit]
-Description=llama.cpp MiMo-V2.6-Distill-Qwen-9B Q5_K_M GGUF (qwen35 hybrid, 2x262144, f16 K + q8_0 V) on the RTX 3090 (dankclaw, frank-small)
+Description=llama.cpp MiMo-V2.6-Distill-Qwen-9B Q5_K_M GGUF (qwen35 hybrid, 3x196608, f16 K + q8_0 V, mmproj vision) on the RTX 3090 (dankclaw, frank-small)
 After=network-online.target
 Wants=network-online.target
 

scripts/serve-frank-small.sh

@@ -11,9 +11,10 @@
 #
 # Architecture: qwen3_5 hybrid — 32 layers, 8 full-attention + 24 Gated
 # DeltaNet, native 262144 window. KV lives only in the 8 attention layers;
-# the DeltaNet state is per-slot fixed size. GGUF path is TEXT-ONLY: no
+# the DeltaNet state is per-slot fixed size. Vision comes from the repo's
-# mmproj, the in-checkpoint vision tower does not exist here (models.yml
+# separate projector (the Q5_K_M GGUF carries no `v.*` tensors at all), so
-# declares frank-small text-only since this swap).
+# --mmproj is what gives this endpoint eyes; MMPROJ_FILE="" is the documented
+# text-only opt-out.
 #
 # Sampling: llama.cpp takes it per request (the fleet harness sends its
 # recipe from models.yml); greedy is the harness default.
@@ -36,20 +37,30 @@ fi
 : "${ALIAS:=frank-small}"
 : "${BIND_ADDR:=0.0.0.0}"
 : "${LISTEN_PORT:=7771}"
-# ctx-size is the POOL llama.cpp divides across slots: 524288 / 2 = TWO
+# ctx-size is the POOL llama.cpp divides across slots: 589824 / 3 gives
-# full native 262144 windows.
+# 196608 per slot — three independent conversations, each with a 192k window
-: "${CTX_SIZE:=524288}"
+# (the native 262144 no longer fits three times on a 24 GiB card; see
-: "${PARALLEL:=2}"
+# frank-small.env for the arithmetic that lands ~2.5 GiB of card free).
+: "${CTX_SIZE:=589824}"
+: "${PARALLEL:=3}"
 : "${CACHE_TYPE_K:=f16}"
 : "${CACHE_TYPE_V:=q8_0}"
 : "${NGL:=99}"
+# Vision projector. No colon on purpose: an explicitly empty value means
+# "text-only, on purpose" and must NOT be replaced by the default path.
+: "${MMPROJ_FILE=/home/dank/models/MiMo-Q5KM/mmproj-MiMo-V2.6-Distill-Qwen-9B-f16.gguf}"
 
 # Fail loudly rather than half-loading: a missing file is a download that
-# has not finished, and Restart=on-failure would turn it into a crash loop
+# has not finished, and Restart=always would turn it into a crash loop that
-# that reads like a runtime fault.
+# reads like a runtime fault.
 for path in "$LLAMA_BIN" "$MODEL_FILE"; do
     [[ -e "$path" ]] || { echo "frank-small: missing $path" >&2; exit 1; }
 done
+EXTRA_ARGS=()
+if [[ -n "$MMPROJ_FILE" ]]; then
+    [[ -e "$MMPROJ_FILE" ]] || { echo "frank-small: missing $MMPROJ_FILE" >&2; exit 1; }
+    EXTRA_ARGS+=(--mmproj "$MMPROJ_FILE")
+fi
 
 # The UVM device node is created lazily by nvidia-modprobe on the first CUDA
 # open after boot; make sure it exists before the server needs it.
@@ -58,17 +69,19 @@ nvidia-modprobe -u -c=0 2>/dev/null || true
 # q8_0 on V REQUIRES flash attention (the quantized-value kernels only exist
 # on the FA path); an FA-less build silently falls back and the KV contract
 # in frank-small.env becomes a lie, so pin the flag pair here.
-exec "$LLAMA_BIN" \
+ARGS=(
-    --model "$MODEL_FILE" \
+    --model "$MODEL_FILE"
-    --alias "$ALIAS" \
+    --alias "$ALIAS"
-    --host "$BIND_ADDR" \
+    --host "$BIND_ADDR"
-    --port "$LISTEN_PORT" \
+    --port "$LISTEN_PORT"
-    --ctx-size "$CTX_SIZE" \
+    --ctx-size "$CTX_SIZE"
-    --parallel "$PARALLEL" \
+    --parallel "$PARALLEL"
-    --n-gpu-layers "$NGL" \
+    --n-gpu-layers "$NGL"
-    --flash-attn on \
+    --flash-attn on
-    --cache-type-k "$CACHE_TYPE_K" \
+    --cache-type-k "$CACHE_TYPE_K"
-    --cache-type-v "$CACHE_TYPE_V" \
+    --cache-type-v "$CACHE_TYPE_V"
-    --jinja \
+    --jinja
-    --reasoning auto \
+    --reasoning auto
     --reasoning-format deepseek
+)
+exec "$LLAMA_BIN" "${ARGS[@]}" ${EXTRA_ARGS[@]+"${EXTRA_ARGS[@]}"}

tests/frank_small_unit.bats

@@ -3,9 +3,11 @@
 # 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 for the ASYMMETRIC KV Frank asked for: K f16
-# (unquantized) + V q8_0, which only llama.cpp exposes per-tensor. This
+# (unquantized) + V q8_0, which only llama.cpp exposes per-tensor. Since
-# seam runs the serve script against a stub engine and asserts on the argv
+# 2026-10-02 it runs THREE contexts and carries a vision projector, and the
-# it actually execs, so what is pinned is the command the operator gets.
+# 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
 
@@ -15,6 +17,8 @@ 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="$(mktemp -d)"
@@ -26,7 +30,7 @@ setup() {
 printf '%s\n' "$@"
 STUB
     chmod +x "$RUNTIME_DIR/bin/llama-server" "$RUNTIME_DIR/bin" 2>/dev/null || chmod +x "$RUNTIME_DIR/bin/llama-server"
-    touch "$MODEL_DIR/$TARGET_STUB"
+    touch "$MODEL_DIR/$TARGET_STUB" "$MODEL_DIR/$MM_STUB"
 }
 
 teardown() {
@@ -37,9 +41,12 @@ teardown() {
 # 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
@@ -77,20 +84,36 @@ argv_value() {
     grep -qE "^MODEL_FILE=/home/dank/models/MiMo-Q5KM/$TARGET_STUB$" "$ENV_FILE"
 }
 
-@test "the shipped env serves the fleet shape: two full native windows" {
+@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}}\"" "$REMOTE_DEPLOY"
+    done
+}
+
+@test "the shipped env serves the fleet shape: three 196608-token contexts" {
     serve_argv
     [ "$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" ]
-    [ "$(argv_value --parallel)" -eq 2 ]
     [ "$(argv_value --n-gpu-layers)" -gt 0 ]
-    # llama.cpp divides --ctx-size across slots: two slots means the pool
+    # llama.cpp divides --ctx-size across slots and a mamba hybrid cannot
-    # must be 2 x the window, and the window never exceeds the native one.
+    # share one cache, so the observable contract is the per-slot window.
+    [ "$(argv_value --parallel)" -eq 3 ]
     ctx="$(argv_value --ctx-size)"
     par="$(argv_value --parallel)"
-    [ $((ctx / par)) -eq 262144 ]
+    [ $((ctx % par)) -eq 0 ]
+    [ $((ctx / par)) -eq 196608 ]
+    [ $((ctx / par)) -le 262144 ]
 }
 
 @test "the KV contract is asymmetric: unquantized K, q8_0 V, flash-attn on" {
@@ -103,18 +126,22 @@ argv_value() {
     [ "$(argv_value --flash-attn)" = "on" ]
 }
 
-@test "the KV budget fits the 3090 with room for checkpoints" {
+@test "the KV budget leaves 2-3 GiB of the 3090 free" {
-    # K f16 (16 KiB/token) + V q8_0 (~8.5, budget 25 with slack) over the
+    # Rate: K f16 (16 KiB/token) + V q8_0 (~8.5, budgeted 25 with slack).
-    # whole pool, plus 6.4 GiB weights and ~2 GiB of compute buffers and
+    # The non-KV half is MEASURED on this card on 2026-10-02, not guessed:
-    # CUDA graphs, must stay under the card's 24 GiB. This is arithmetic,
+    # weights 6.4 + projector 0.85 + compute buffers/CUDA graphs ~0.8 => 8.
-    # not a boot log: change CTX_SIZE and it bites before deploy does. The
+    # Two asserts, both about output the operator sees: the pool must still
-    # same arithmetic with f16 V (16 KiB/token, so 32+2 overhead per token)
+    # fit with 2 GiB spare, and it must be large enough that 5 GiB spare is
-    # lands past the card, which is why the contract is asymmetric.
+    # 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 f16 V (34 KiB/token) lands past the
+    # card, which is why the contract is asymmetric.
     ctx="$(sed -nE 's/^CTX_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")"
     kv_gib=$((ctx * 25 / 1048576))
-    [ $((kv_gib + 7 + 2)) -le 24 ]
+    [ $((kv_gib + 8 + 2)) -le 24 ]
+    [ $((kv_gib + 8 + 5)) -gt 24 ]
     f16v_gib=$((ctx * 34 / 1048576))
-    [ $((f16v_gib + 7 + 2)) -gt 24 ]
+    [ $((f16v_gib + 8)) -gt 24 ]
 }
 
 @test "no speculative draft ships by default" {
@@ -125,30 +152,49 @@ argv_value() {
     ! grep -q '^DRAFT' "$ENV_FILE"
 }
 
-@test "frank-small stays text-only on the GGUF path and speaks the fleet reasoning field" {
+@test "vision ships by default and MMPROJ_FILE empty opts out of the image path" {
-    # The GGUF carries no vision projector; the image path left with the
+    # The Q5_K_M GGUF carries no `v.*` tensors, so the projector argument IS
-    # SGLang checkpoint. models.yml declares frank-small text-only since
+    # the vision capability: no flag, no eyes.
-    # the 2026-10-01 night swap.
-    ! grep -q -- '--mmproj' "$SERVE"
-    # deepseek format = thinking lands in reasoning_content, the field the
-    # harness has always read on this endpoint (SGLang parity).
     serve_argv
+    [ "$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 three 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 or payload" {
+@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 the binary and the GGUF, then MainPID-hardens health" {
+@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"