#!/usr/bin/env bats # Seam: the frank-small llama.cpp root unit on dankclaw. # frank-small is the RTX 3090 endpoint; since 2026-10-05 it serves # ornith-ai/Ornith-1.5-9B-GGUF:Q8_0 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="Ornith-1.5-9B-Q8_0.gguf" # Same basename as the shipped projector: the test env repoints it into $STAGE. MM_STUB="mmproj-Ornith-1.5-9B-BF16.gguf" setup() { STAGE="$(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 > "$envf" < 262,144. [ "$(argv_value --parallel)" -eq 1 ] ctx="$(argv_value --ctx-size)" par="$(argv_value --parallel)" [ $((ctx % par)) -eq 0 ] [ $((ctx / par)) -eq 262144 ] } @test "the KV contract is unquantized both halves, flash-attn on" { serve_argv [ "$status" -eq 0 ] [ "$(argv_value --cache-type-k)" = "f16" ] # Frank, 2026-10-05: NO KV quantization on this endpoint. The Q8_0 rung # funds itself by UBATCH first (2048 -> 1024), then pool steps — a q8_0-V # proposal was written and overruled. The flag pair is what makes this # observable — a build without the FA path silently falls back, so both # must appear in the argv the supervisor runs. [ "$(argv_value --cache-type-v)" = "f16" ] [ "$(argv_value --flash-attn)" = "on" ] } @test "the KV budget leaves 2-3 GiB of the 3090 free" { # Rate, from the Ornith GGUF header (read from the Hub file, 2026-10-05): # NINE full-attention layers (block_count 33, full_attention_interval 4) # x 4 kv heads x 256 dim x 2 B = 18 KiB/token for K and the same for V # => 36 KiB/token (budgeted 37 with slack; MiMo measured 24.5 — one # fewer layer AND one fewer KV head). The non-KV half: Q8_0 weights # 9,334 MiB (9,786,060,384 B) + vision tower ~1.3 GiB (mmproj 879 MiB at # the measured ~1.5x cost law) + DeltaNet state + compute buffers + # CUDA graphs => 11 GiB budgeted. Two asserts, both about the output # the operator sees: the pool must still fit with 2 GiB spare, and it # must be large enough that 5 GiB spare is NOT reachable (an undersized # pool is as wrong as an oversized one). # Arithmetic, not a boot log: change CTX_SIZE and this bites before the # deploy does. At Ornith's rate the two-200704-slot pool (14.1 GiB KV) # FAILS the first assert — which is exactly why the shipped shape is # ONE native slot. ctx="$(sed -nE 's/^CTX_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")" kv_gib=$((ctx * 37 / 1048576)) [ $((kv_gib + 11 + 2)) -le 24 ] [ $((kv_gib + 11 + 5)) -gt 24 ] # And the ceiling that sets the per-slot window: two NATIVE windows cannot # be paid for in full precision on this card. native=$((2 * 262144)) [ $((native * 37 / 1048576 + 11)) -gt 24 ] } @test "the compute-buffer pair follows the env file and stays self-consistent" { # This endpoint ran on llama.cpp's own defaults until 2026-10-03, so the # contract is: whatever rung the repo carries is the rung the engine is # exec'd with — the number a benchmark attributes a prefill rate to must be # a repo value, never an engine default nobody wrote down. Asserted against # the env rather than a literal so a retune moves one file, not two. local env_batch env_ubatch env_batch="$(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 "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' "$ENV_FILE" } @test "vision ships by default and MMPROJ_FILE empty opts out of the image path" { # The Q6_K GGUF carries no `v.*` tensors, so the projector argument IS # the vision capability: no flag, no eyes. serve_argv [ "$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" }