frank-secondary: ubatch 2048 (the second rung inside the 112k headroom)
Frank's order the same night. The 1024->2048 rung measured +4.6 % prefill for 616 MiB on the 3090 (2026-10-05 boot pair); the 112k cut left 1,751 MiB free, so it rides with ~1.1 GiB predicted margin. Decode is ubatch-invariant; batch 4096 >= 2048 keeps the seam happy.
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@@ -68,11 +68,13 @@ PARALLEL=2
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# Compute-buffer geometry. Ubatch is a prefill knob (decode never moves);
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# the 1024 rung was the first A/B back once the per-slot context dropped
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# to 112k (2026-10-06 evening) and freed ~1 GiB of KV. The pair is a
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# measurement, not a law (loud failure at graph capture if it does not
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# fit).
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# to 112k (2026-10-06 evening), and 2048 is the second (Frank, same night)
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# — the rung measured +4.6 % prefill for 616 MiB on the 3090 (2026-10-05
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# boot pair), affordable inside the 1,751 MiB the 112k cut freed. The pair
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# is a measurement, not a law (loud failure at graph capture if it does
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# not fit).
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BATCH_SIZE=4096
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UBATCH_SIZE=1024
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UBATCH_SIZE=2048
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# The KV contract for this swap (Frank, 2026-10-05): q8_0 K + q8_0 V —
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# llama.cpp's FP8 class. The flags stay explicit so the choice is visible in
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@@ -146,10 +146,10 @@ argv_value() {
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# RCO-IQ3_XXS weights 10,148 MiB (10,442,827,392 B) — 1.56 GiB LIGHTER
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# than the IQ3_S-mtp predecessor — + vision tower ~1.4 GiB (931,145,888
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# B BF16 mmproj at the measured ~1.45x cost law) + compute buffers at
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# ubatch 1024 + CUDA graphs + TWO DeltaNet states (~150 MiB each) + the
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# ubatch 2048 + CUDA graphs + TWO DeltaNet states (~150 MiB each) + the
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# MTP draft ctx => 14 GiB budgeted. Two 114,688 slots are the
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# 2026-10-06 evening shape (the lighter per-slot funds the ubatch
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# increase); a THIRD slot must not fit. Arithmetic, not a boot log:
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# 2026-10-06 late shape (the lighter per-slot funds the ubatch
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# rungs); a THIRD slot must not fit.
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# change CTX_SIZE and this bites before the deploy does; the boot's
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# nvidia-smi free is the measured truth.
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ctx="$(sed -nE 's/^CTX_SIZE=([0-9]+)$/\1/p' "$ENV_FILE")"
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