Test Medium microbatch 256 against matched 512 control
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# Medium microbatch quick A/B, 2026-09-20
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User-authorized first-priority test: microbatch512 versus256, all other Medium
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model settings unchanged. Three sequential requests per arm: frozen German and
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code decode prompts (768-token caps), then frozen24576-target prefill/recall
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(24674 actual prompt tokens,512 output-token cap). No reasoning in these speed
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probes; same sampling/seeds as archived requests. Small matched512 control is
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necessary because the frozen baseline has different slot/vision/context settings;
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this is not a repeat of the broad Qwen benchmark or an overwrite of that baseline.
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Supervisor snapshots actual production image/Args into production.json. Runner
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copies them, changes only microbatch and isolated bind address/port, and sets
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log verbosity3. Vision remains loaded on3060; context160000 shared by two slots,
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Pure model,85:15 split,MTP3, q4_0 target KV, f16 MTP KV, batch2048, six CPU threads,
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cache-RAM32768, TTS resident. Requests disable prompt cache for cold measurement.
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No concurrency/vision task/full-context validation in this small speed probe.
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Bounded600-second child; production requests drain before stopping the existing
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router/controller/Medium. Isolated read-only model mount,26GiB memory cap with no
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additional swap allowance,512MiB loaded VRAM reserve,85C/3GiB host RAM guard,
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no core dumps. Supervisor restores the same production containers and waits for
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healthy status. Kernel/network/driver untouched. Each result directory is unique
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and cannot be overwritten. New scripts are not run automatically from checkout.
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Check startup logs for successful allocation versus explicit fallback without
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pipeline parallelism. Absence of a fallback line alone is not proof of actual
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pipeline utilization; source/verbose logs may be needed to establish activation.
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Judge walltime, prompt/decode rates, VRAM and the three-needle recall together.
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## Outcome
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512 control completed;256 loaded without the earlier fallback message but had
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only461MiB free on5080, below the512MiB guard. No256 inference was executed.
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Args differ only in --ubatch-size. Production512 restored and checked. See
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../../docs/MEDIUM_MICROBATCH_20260920.md. Do not claim a256 speedup or quality result.
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