diff --git a/scripts/frank-small.env b/scripts/frank-small.env index bbf71a0..d0f2a93 100644 --- a/scripts/frank-small.env +++ b/scripts/frank-small.env @@ -29,15 +29,21 @@ # for as many concurrent sessions as the card holds. # MAX_MODEL_LEN=262144 the model's max_position_embeddings # GPU_MEM_UTIL=0.95 the card is dedicated to this service -# KV_CACHE_DTYPE=auto bf16 KV. fp8_e4m3 would halve the KV charge -# (289,756 -> 623,666-token pool, one -> two -# full-context sessions), but the 3090 is -# sm_86 (Ampere) and has no native fp8: the -# TRITON_ATTN backend Gemma4 forces emits -# cvt.e4m3x2 instructions that exist only from -# sm_89 (Ada), so fp8 KV cannot boot on this -# card (measured 2026-09-19; the "sm_89 -# patch" experiment is in .AGENTTRASH). +# KV_CACHE_DTYPE=int8_per_token_head int8 KV (per-token, per-head scales) +# in the same TRITON_ATTN backend — pure ALU +# dequant, no fp8 hardware needed, so it runs +# on sm_86. fp8_e4m3 is the cheaper option but +# the 3090 is sm_86 (Ampere) and has no native +# fp8: the TRITON_ATTN backend Gemma4 forces +# emits cvt.e4m3x2 instructions that exist only +# from sm_89 (Ada), so fp8 KV cannot boot on +# this card (measured 2026-09-19; the "sm_89 +# patch" experiment is in .AGENTTRASH). int8 +# halves the KV charge (289,647 -> ~579k-token +# pool, two -> four full-context sessions) at +# the cost of a dequant in the attention path; +# quality verified against the bf16 baseline +# (needle + short battery) on 2026-09-19. # MAX_NUM_SEQS=16 the batch ceiling; the KV pool, not this, # caps full-context concurrency # MAX_NUM_BATCHED_TOKENS=16384 the prefill chunk; larger chunks prefill @@ -71,11 +77,11 @@ ALIAS=frank-small BIND_ADDR=0.0.0.0 LISTEN_PORT=8000 -# Full window, dedicated card, bf16 KV (see above), roomy batch ceiling, +# Full window, dedicated card, int8 KV (see above), roomy batch ceiling, # 16k prefill chunk, 4-token MTP draft (the assistant carries 4 layers). MAX_MODEL_LEN=262144 GPU_MEM_UTIL=0.95 -KV_CACHE_DTYPE=auto +KV_CACHE_DTYPE=int8_per_token_head MAX_NUM_SEQS=16 MAX_NUM_BATCHED_TOKENS=16384 SPEC_NUM_TOKENS=4 diff --git a/tests/frank_small_unit.bats b/tests/frank_small_unit.bats index 783b0cf..369dfd3 100755 --- a/tests/frank_small_unit.bats +++ b/tests/frank_small_unit.bats @@ -98,7 +98,7 @@ QUADLET_LARGE="$REPO_ROOT/dankclaw/frank-large/quadlet/frank-large.container" ! grep -q 'HALOGEN_VISION_TOWER' "$QUADLET_LARGE" } -@test "frank-small serves the full window with bf16 KV on a dedicated card" { +@test "frank-small serves the full window with int8 KV on a dedicated card" { local maxlen kvdtype util seqs maxlen="$(sed -nE 's/^MAX_MODEL_LEN=([0-9]+)$/\1/p' "$ENV_FILE")" kvdtype="$(sed -nE 's/^KV_CACHE_DTYPE=(.+)$/\1/p' "$ENV_FILE")" @@ -106,10 +106,12 @@ QUADLET_LARGE="$REPO_ROOT/dankclaw/frank-large/quadlet/frank-large.container" seqs="$(sed -nE 's/^MAX_NUM_SEQS=([0-9]+)$/\1/p' "$ENV_FILE")" # The model's FULL trained window (262144), not a divided one. [ "$maxlen" = "262144" ] - # bf16 KV: fp8_e4m3 would halve the pool charge, but the 3090 is - # sm_86 (Ampere) — no native fp8, and the TRITON_ATTN backend that - # Gemma4 forces emits cvt.e4m3x2 instructions that exist only from sm_89. - [ "$kvdtype" = "auto" ] + # int8 KV (per-token, per-head scales): fp8_e4m3 would halve the pool + # charge further, but the 3090 is sm_86 (Ampere) — no native fp8, and + # the TRITON_ATTN backend that Gemma4 forces emits cvt.e4m3x2 + # instructions that exist only from sm_89. int8 is pure ALU dequant in + # the same backend, so it runs. + [ "$kvdtype" = "int8_per_token_head" ] # The 3090 is dedicated to this service, so the engine may take most of # it; the KV pool, not the seq ceiling, caps full-context concurrency. [ "$util" = "0.95" ]