# Seam: the frank-secondary llama.cpp root unit on dankclaw. # frank-secondary is the RTX 3090 endpoint; since 2026-10-06 (evening) it # serves ajgazin/Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-GGUF at # RCO-IQ3_XXS (27B dense qwen3_5 hybrid) via a CUDA (sm_86) build of # llama.cpp master: TWO 131,072-token conversations at Frank's 128k cap # (pool 262144 / parallel 2), q8_0 K + q8_0 V (FP8 class), the # publisher's own BF16 vision projector, and MTP back ON (draft-mtp # depth 3 — the head is in the file; the lighter quant funds the draft # ctx plus the second slot). The budget test pins the arithmetic; the # boot log carries the measured 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="$REPO_ROOT/scripts/frank-secondary.service" SERVE="$REPO_ROOT/scripts/serve-frank-secondary.sh" ENV_FILE="$REPO_ROOT/scripts/frank-secondary.env" REMOTE_DEPLOY="$REPO_ROOT/scripts/deploy-remote.sh" ENV_LARGE="$REPO_ROOT/scripts/frank-large.env" TARGET_STUB="Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-RCO-IQ3_XXS.gguf" # Same basename as the shipped projector: the test env repoints it into $STAGE. MM_STUB="mmproj-BF16.gguf" setup() { STAGE="$(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 > "$envf" < 1024 increase — pool 229376, parallel 2, per-slot # 114688 (the cap). [ "$(argv_value --parallel)" -eq 2 ] ctx="$(argv_value --ctx-size)" par="$(argv_value --parallel)" [ $((ctx % par)) -eq 0 ] [ $((ctx / par)) -eq 114688 ] } @test "the KV contract is q8_0 both halves (FP8 class), flash-attn on" { serve_argv [ "$status" -eq 0 ] # Frank, 2026-10-05 evening: "k/v at FP8" for the Swift-1.5 swap — # llama.cpp's FP8 class is q8_0 (1.0625 B/elem => 8.5 effective bits; # there is no true fp8 KV dtype). This SUPERSEDES the same-day f16/f16 # rule written for the Ornith 9B fit. 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. [ "$(argv_value --cache-type-k)" = "q8_0" ] [ "$(argv_value --cache-type-v)" = "q8_0" ] [ "$(argv_value --flash-attn)" = "on" ] } @test "the KV budget fits two 114688 slots at q8_0 and forbids a third" { # Rate, from the RCO-IQ3_XXS GGUF header (same qwen35 architecture): # SIXTEEN full-attention layers (block_count 65 = 64 real layers + the # blk.64 MTP head, full_attention_interval 4) x 4 kv heads x 256 dim x # 1.0625 B = 17 KiB/token for K and the same for V => 34 KiB/token at # q8_0 (budgeted 37 with slack; f16 would be 64). The non-KV half: # RCO-IQ3_XXS weights 10,148 MiB (10,442,827,392 B) — 1.56 GiB LIGHTER # than the IQ3_S-mtp predecessor — + vision tower ~1.4 GiB (931,145,888 # B BF16 mmproj at the measured ~1.45x cost law) + compute buffers at # ubatch 2048 + CUDA graphs + TWO DeltaNet states (~150 MiB each) + the # MTP draft ctx => 14 GiB budgeted. Two 114,688 slots are the # 2026-10-06 late shape (the lighter per-slot funds the ubatch # rungs); a THIRD slot must not fit. # change CTX_SIZE and this bites before the deploy does; the boot's # nvidia-smi free is the measured truth. ctx="$(sed -nE 's/^CTX_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")" kv_gib=$((ctx * 37 / 1048576)) third_slot_kv=$(( (ctx + 114688) * 37 / 1048576 )) [ $((kv_gib + 14)) -le 24 ] [ $((third_slot_kv + 14)) -gt 24 ] } @test "the compute-buffer pair follows the env file and stays self-consistent" { # This endpoint ran on llama.cpp's own defaults until 2026-10-03, so the # contract is: whatever rung the repo carries is the rung the engine is # exec'd with — the number a benchmark attributes a prefill rate to must be # a repo value, never an engine default nobody wrote down. Asserted against # the env rather than a literal so a retune moves one file, not two. local env_batch env_ubatch env_batch="$(sed -nE 's/^BATCH_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")" env_ubatch="$(sed -nE 's/^UBATCH_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")" serve_argv [ "$status" -eq 0 ] [ "$(argv_value --batch-size)" = "$env_batch" ] [ "$(argv_value --ubatch-size)" = "$env_ubatch" ] # llama.cpp refuses ubatch > batch, so a retune that inverts the pair has # to fail here instead of at boot on a live endpoint. [ "$env_batch" -ge "$env_ubatch" ] # And an env that names neither flag still ships an explicit pair: the # serve script's fallbacks are written-down values, not blanks the engine # fills in silently. sed -i '/^BATCH_SIZE=/d;/^UBATCH_SIZE=/d' "$STAGE/test.env" serve_argv [ "$status" -eq 0 ] argv_value --batch-size | grep -qE '^[0-9]+$' argv_value --ubatch-size | grep -qE '^[0-9]+$' } @test "speculation is on: the full draft-mtp pair reaches the argv" { # Frank, 2026-10-06 evening: MTP back on. The head is IN the file, so # draft-mtp drafts against the main model's weights (no second model # copy). ngram-mod stays skipped: on a qwen35 hybrid it disables # recurrent-state rollback — a rejected draft corrupts the DeltaNet # state. The flags move as a set: the pair is present together or # absent together — assert both in the argv, and the env carries the # same contract. The serve script's defaults ship the pair even for an # env that names no drafter. serve_argv [ "$status" -eq 0 ] [ "$(argv_value --spec-type)" = "draft-mtp" ] [ "$(argv_value --spec-draft-n-max)" = "3" ] grep -qE '^SPEC_TYPE=draft-mtp$' "$ENV_FILE" grep -qE '^SPEC_DRAFT_N_MAX=3$' "$ENV_FILE" } @test "vision ships by default and MMPROJ_FILE empty opts out of the image path" { # The Swift GGUF carries no vision tensors, so the projector argument IS # the vision capability: no flag, no eyes. serve_argv [ "$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_SECONDARY_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 ] [[ "$output" == *"frank-secondary: missing"* ]] rm -f "$RUNTIME_DIR/bin/llama-server" serve_argv [ "$status" -ne 0 ] [[ "$output" == *"frank-secondary: missing"* ]] } @test "the deploy handler gates on binary, GGUF and projector, then MainPID-hardens health" { grep -q 'deploy_llm_secondary' "$REMOTE_DEPLOY" grep -q 'LLM_SECONDARY_RUNTIME' "$REMOTE_DEPLOY" grep -q 'LLM_SECONDARY_MODEL_FILE' "$REMOTE_DEPLOY" grep -q 'LLM_SECONDARY_MMPROJ' "$REMOTE_DEPLOY" grep -q 'relink_unit frank-secondary' "$REMOTE_DEPLOY" grep -q 'systemctl enable frank-secondary.service' "$REMOTE_DEPLOY" grep -q '127.0.0.1:7771/health' "$REMOTE_DEPLOY" grep -q 'frank-secondary.service has no MainPID' "$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-secondary, 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" }