From c78a083d4c05640d674e9ceb43accb61d2d36b88 Mon Sep 17 00:00:00 2001
From: Mikei386 <44135113+Mikei386@users.noreply.github.com>
Date: Sun, 20 Sep 2026 21:31:01 +0200
Subject: [PATCH] Validate Medium microbatch 256 with authorized lower reserve

---
 ATHENA.md                                     |   2 +
 docs/INFERENCE_OPTIMIZATION_TODO_20260920.md  |   2 +
 docs/MEDIUM_MICROBATCH_20260920.md            |   2 +
 docs/MEDIUM_MICROBATCH_RESERVE448_20260920.md |  52 +++++++++++++++
 .../medium-microbatch-20260920/README.md      |   8 +++
 .../reserve448-comparison.json                |  30 +++++++++
 .../reserve448-restore.json                   |  61 ++++++++++++++++++
 .../reserve448.json                           |  17 +++++
 .../medium-ub256-reserve448/config.json.gz    | Bin 0 -> 182 bytes
 .../medium-ub256-reserve448/gpu.json.gz       | Bin 0 -> 609 bytes
 .../medium-ub256-reserve448/loaded.json.gz    | Bin 0 -> 3627 bytes
 .../medium-ub256-reserve448/partial.json.gz   | Bin 0 -> 8615 bytes
 .../medium-ub256-reserve448/result.json.gz    | Bin 0 -> 8625 bytes
 .../server-args.json.gz                       | Bin 0 -> 453 bytes
 .../medium-ub256-reserve448/server.log.gz     | Bin 0 -> 2057 bytes
 15 files changed, 174 insertions(+)
 create mode 100644 docs/MEDIUM_MICROBATCH_RESERVE448_20260920.md
 create mode 100644 experiments/medium-microbatch-20260920/reserve448-comparison.json
 create mode 100644 experiments/medium-microbatch-20260920/reserve448-restore.json
 create mode 100644 experiments/medium-microbatch-20260920/reserve448.json
 create mode 100644 experiments/medium-microbatch-20260920/results/medium-ub256-reserve448/config.json.gz
 create mode 100644 experiments/medium-microbatch-20260920/results/medium-ub256-reserve448/gpu.json.gz
 create mode 100644 experiments/medium-microbatch-20260920/results/medium-ub256-reserve448/loaded.json.gz
 create mode 100644 experiments/medium-microbatch-20260920/results/medium-ub256-reserve448/partial.json.gz
 create mode 100644 experiments/medium-microbatch-20260920/results/medium-ub256-reserve448/result.json.gz
 create mode 100644 experiments/medium-microbatch-20260920/results/medium-ub256-reserve448/server-args.json.gz
 create mode 100644 experiments/medium-microbatch-20260920/results/medium-ub256-reserve448/server.log.gz

diff --git a/ATHENA.md b/ATHENA.md
index 1cfbacc..82d8f7a 100644
--- a/ATHENA.md
+++ b/ATHENA.md
@@ -145,3 +145,5 @@ Bei neuen Modelltests die [gesicherte Qwen-Referenz vom 20.09.2026](benchmarks/a
 Abschluss des 20.09.: [Effizienz-/NVFP4-Prüfung](docs/ATHENA_EFFICIENCY_REVIEW_20260920.md). Pure/MIX bleiben produktiv; Medium startet nach abgefangenem GPU-Pufferfehler ohne Pipeline-Parallelisierung. Bei künftigem Tuning zuerst Speicherreserve und tatsächlichen Durchsatz prüfen. Native NVIDIA-NVFP4-Gewichte wurden nur auf Kapazität geprüft, nicht benchmarked.
 
 [Microbatch-Folgetest](docs/MEDIUM_MICROBATCH_20260920.md): 256 lädt, unterschreitet aber die VRAM-Reserve (461 MiB frei auf 5080); keine Inferenzmessung mit 256. Produktiv bleibt 512, kein belegter Gewinn und keine automatische Folgeänderung.
+
+Aktualisierung: [256 mit explizit genehmigter Reserve448](docs/MEDIUM_MICROBATCH_RESERVE448_20260920.md) besteht Kurztests. +7,1 % Prefill bei24K, kurze Decodes nahezu gleich; noch keine allgemeine Betriebsfreigabe. Produktiv unverändert512.
diff --git a/docs/INFERENCE_OPTIMIZATION_TODO_20260920.md b/docs/INFERENCE_OPTIMIZATION_TODO_20260920.md
index 6963066..d43db57 100644
--- a/docs/INFERENCE_OPTIMIZATION_TODO_20260920.md
+++ b/docs/INFERENCE_OPTIMIZATION_TODO_20260920.md
@@ -45,3 +45,5 @@ Ein-Slot-Folgeversuche: [Bericht](DFLASH2_ONE_SLOT_20260920.md). Draft auf 5080
 ## Medium-Microbatch-Kurztest
 
 [512 gegen 256](MEDIUM_MICROBATCH_20260920.md): 256 lädt ohne vorherige Pufferfehler-Meldung, lässt aber nur 461 MiB auf der 5080 frei. Schutzabbruch vor Inferenz; kein Geschwindigkeitsgewinn belegt. 512 wiederhergestellt. Für einen eventuellen Folgetest zuerst mehr 5080-Reserve durch angepassten Split schaffen.
+
+Nach expliziter Freigabe: [Reserve448-Folgetest](MEDIUM_MICROBATCH_RESERVE448_20260920.md) bestanden. 256 liefert +7,1 % Prefill im einmaligen 24K-Kurzvergleich; kurze Decodes nahezu gleich. Alle drei Fakten korrekt, keine volle Langkontext-/Vision-/Parallelitätsfreigabe. Produktiv weiter512.
diff --git a/docs/MEDIUM_MICROBATCH_20260920.md b/docs/MEDIUM_MICROBATCH_20260920.md
index edcd569..4e04c20 100644
--- a/docs/MEDIUM_MICROBATCH_20260920.md
+++ b/docs/MEDIUM_MICROBATCH_20260920.md
@@ -1,5 +1,7 @@
 # Medium: Microbatch 512 gegen 256 — Kurztest
 
+Nachtrag: [256 mit gesenkter Startreserve erfolgreich getestet](MEDIUM_MICROBATCH_RESERVE448_20260920.md). Der folgende Bericht dokumentiert den vorherigen Schutzabbruch.
+
 20.09.2026. **256 lädt ohne den bisherigen Pufferfehler, hat aber zu wenig
 Reserve für die festgelegte Testfreigabe. Deshalb keine produktive Umstellung
 und noch kein Geschwindigkeitsvergleich für 256.**
diff --git a/docs/MEDIUM_MICROBATCH_RESERVE448_20260920.md b/docs/MEDIUM_MICROBATCH_RESERVE448_20260920.md
new file mode 100644
index 0000000..23ca292
--- /dev/null
+++ b/docs/MEDIUM_MICROBATCH_RESERVE448_20260920.md
@@ -0,0 +1,52 @@
+# Medium Microbatch 256: Kurztest mit reduzierter Reserve
+
+20.09.2026. **Nach ausdrücklicher Freigabe wurde die Startreserve ausschließlich
+für diesen Test von 512 auf 448 MiB gesenkt. Microbatch 256 besteht die kurzen
+Inferenztests.** Die übrigen Schutzmaßnahmen blieben aktiv.
+
+Nach Laden waren 461 MiB auf der 5080 frei. Die neue Grenze erlaubt diesen Fall;
+es ist eine Freigabeprüfung nach dem Laden, kein dynamisch reservierter
+Speicherblock. Während der Messung sank der gesampelte freie Speicher auf 443 MiB.
+Keine weitere Absenkung war nötig. Andere Testkonfigurationen behalten ihre
+bisherigen Grenzen; am NVIDIA-Treiber oder am Produktivprofil wurde nichts geändert.
+
+## Vergleich zum unmittelbar vorherigen 512-Kontrolllauf
+
+| Aufgabe | Microbatch 512 | Microbatch 256 | Änderung |
+|---|---:|---:|---:|
+| Deutsch, 768 Ausgabetokens | 57,2 tok/s | 57,5 tok/s | +0,6 % |
+| Code, 768 Ausgabetokens | 74,9 tok/s | 75,5 tok/s | +0,7 % |
+| Prefill, 24.674 Eingabetokens | 1.782,0 tok/s | 1.909,2 tok/s | +7,1 % |
+| Ausgabe nach 24K, 512 Tokens | 54,8 tok/s | 60,0 tok/s | +9,6 % |
+| Synthetischer Fakten-Recall | 3/3 | 3/3 | gleich |
+
+Die kurzen Deutsch-/Code-Ausgabetexte sind zwischen den Armen identisch.
+Die Recall-Aufgabe hat denselben korrekten Faktenfund, aber unterschiedlichen
+anschließenden Erklärungstext. Insbesondere der 9,6-%-Decode-Unterschied ist daher
+kein isolierter Vergleich identischer Tokenfolgen. Ein Lauf je Konfiguration;
+kleine Unterschiede können Messschwankungen sein. Keine allgemeine Qualitäts-
+oder Geschwindigkeitsgarantie.
+
+Pure, 160K Kontext, zwei Slots, 85:15-Split, Vision geladen, MTP3 und alle übrigen
+Modellargumente blieben wie beim 512-Kontrolllauf. Die Reserve selbst verändert
+die Inferenzberechnung nicht. Die maximal tatsächlich geprüfte Eingabe war 24.674
+Tokens; keine 160K- oder Bildanfrage und keine parallele Last getestet.
+
+Die bisherige Pufferfehler-/Pipeline-Rückfallmeldung erschien bei 256 nicht.
+Das belegt einen Start ohne diesen Rückfall, aber nicht allein eine bestimmte
+Pipeline-Auslastung. Peak: 5080 bei 15.860 MiB, 3060 einschließlich TTS bei 10.648 MiB.
+
+## Einordnung und Abschluss
+
+Die vorherige 512-MiB-Grenze war für diesen Kurztest zu konservativ: 461 MiB freie
+Startreserve reichten tatsächlich für alle drei Aufgaben. Daraus folgt nicht,
+dass diese Reserve für jede 160K-/Vision-/Mehrnutzerlast genügt.
+
+**256 ist ein sinnvoller Kandidat für besseres Prefill, kein großer Decode-Sprung.**
+Für eine dauerhafte Umstellung fehlen noch passende Langkontext-/Vision- und
+Parallelitätsprüfungen; diese wurden heute nicht automatisch angeschlossen.
+
+Das bisherige Medium mit Microbatch 512 ist wiederhergestellt. Medium, Router,
+Controller, Gateway und TTS gesund; readiness und minimale Modellantwort geprüft.
+Keine erfassten Kernel-Panic-, Xid-, OOM-Kill- oder GPU-fallen-off-Meldungen seit
+Testbeginn. Rohdaten und Prüfbelege unter `experiments/medium-microbatch-20260920/`.
diff --git a/experiments/medium-microbatch-20260920/README.md b/experiments/medium-microbatch-20260920/README.md
index e3be9da..93f88d6 100644
--- a/experiments/medium-microbatch-20260920/README.md
+++ b/experiments/medium-microbatch-20260920/README.md
@@ -33,3 +33,11 @@ Judge walltime, prompt/decode rates, VRAM and the three-needle recall together.
 only461MiB free on5080, below the512MiB guard. No256 inference was executed.
 Args differ only in --ubatch-size. Production512 restored and checked. See
 ../../docs/MEDIUM_MICROBATCH_20260920.md. Do not claim a256 speedup or quality result.
+
+## Explicitly authorized lower-reserve follow-up
+
+reserve448.json lowers only this256 case to448MiB loaded free-memory minimum.
+It passed all three short probes: +7.1% prefill, short decodes essentially tied.
+Recorded peak free memory443MiB; the guard is a startup threshold, not a reserved
+allocation or runtime minimum. No full160K/vision/concurrency qualification.
+Production512 restored. See reserve448-comparison.json and reserve448-restore.json.
diff --git a/experiments/medium-microbatch-20260920/reserve448-comparison.json b/experiments/medium-microbatch-20260920/reserve448-comparison.json
new file mode 100644
index 0000000..cd67a86
--- /dev/null
+++ b/experiments/medium-microbatch-20260920/reserve448-comparison.json
@@ -0,0 +1,30 @@
+[
+  {
+    "metric": "Deutsch",
+    "ub512": 57.15738655264799,
+    "ub256": 57.501411483474186,
+    "percent_change": 0.6018905894329407,
+    "identical_output_text": true
+  },
+  {
+    "metric": "Code",
+    "ub512": 74.94202496673532,
+    "ub256": 75.46417601433642,
+    "percent_change": 0.6967399771127925,
+    "identical_output_text": true
+  },
+  {
+    "metric": "Prefill24674",
+    "ub512": 1782.0307827509184,
+    "ub256": 1909.171738718156,
+    "percent_change": 7.134610535232744,
+    "identical_output_text": false
+  },
+  {
+    "metric": "DecodeAfter24674",
+    "ub512": 54.7725897809568,
+    "ub256": 60.0406255316709,
+    "percent_change": 9.61801472558026,
+    "identical_output_text": false
+  }
+]
diff --git a/experiments/medium-microbatch-20260920/reserve448-restore.json b/experiments/medium-microbatch-20260920/reserve448-restore.json
new file mode 100644
index 0000000..7306edb
--- /dev/null
+++ b/experiments/medium-microbatch-20260920/reserve448-restore.json
@@ -0,0 +1,61 @@
+{
+  "checked_at": 1789932566.9422781,
+  "uptime": "21:29:26 up 3 days, 10:24,  1 user,  load average: 0.70, 0.42, 0.44",
+  "containers": {
+    "mike-ai-llama-medium": {
+      "running": true,
+      "health": "healthy",
+      "image": "sha256:5e3c12c145b8045e5731b44b6b97033f24b327ae3d4a3fa85ecdd159cc844907",
+      "started": "2026-09-20T19:28:57.246456642Z"
+    },
+    "mike-ai-router": {
+      "running": true,
+      "health": "healthy",
+      "image": "sha256:0448758bec6968b29263bcac0f8b4682c6d3029d626f7c12334698c11ef096bb",
+      "started": "2026-09-20T19:29:07.653040573Z"
+    },
+    "mike-ai-profile-controller": {
+      "running": true,
+      "health": "healthy",
+      "image": "sha256:a5f156d94c4921e671fafa524cf9c0fe91e1cbec0113c1f19c136204d63f243f",
+      "started": "2026-09-20T19:29:07.536349965Z"
+    },
+    "mike-ai-wireguard-gateway": {
+      "running": true,
+      "health": "healthy",
+      "image": "sha256:0d24e93c85a1c420b52b17666ede5fbd4672d92ab8dc28ea4ac5ba144ebc41d0",
+      "started": "2026-09-17T09:05:07.164533904Z"
+    },
+    "mike-ai-qwen3-tts": {
+      "running": true,
+      "health": "healthy",
+      "image": "sha256:b363a01d08b1bbecbfc3ca6f585368fae2cfdc591f9ecca6643738369f9a9d98",
+      "started": "2026-09-19T13:47:00.227813668Z"
+    }
+  },
+  "router": {
+    "/health": {
+      "status": "ok",
+      "router": "alive"
+    },
+    "/ready": {
+      "status": "ok",
+      "router": "alive",
+      "upstream": "ready"
+    }
+  },
+  "smoke": {
+    "content": "OK",
+    "usage": {
+      "completion_tokens": 2,
+      "prompt_tokens": 19,
+      "total_tokens": 21,
+      "prompt_tokens_details": {
+        "cached_tokens": 0
+      }
+    }
+  },
+  "kernel_errors": [],
+  "gpu": "name, memory.used [MiB], memory.total [MiB], temperature.gpu\nNVIDIA GeForce RTX 3060, 10920 MiB, 12288 MiB, 45\nNVIDIA GeForce RTX 5080, 15714 MiB, 16303 MiB, 49",
+  "disk": "Filesystem      Size  Used Avail Use% Mounted on\n/dev/nvme0n1p2  868G  187G  637G  23% /\n/dev/nvme1n1p1  916G  821G   49G  95% /data"
+}
diff --git a/experiments/medium-microbatch-20260920/reserve448.json b/experiments/medium-microbatch-20260920/reserve448.json
new file mode 100644
index 0000000..0d58701
--- /dev/null
+++ b/experiments/medium-microbatch-20260920/reserve448.json
@@ -0,0 +1,17 @@
+[
+  {
+    "label": "medium-ub256-reserve448",
+    "model": "pure",
+    "ctx": 160000,
+    "parallel": 2,
+    "single": false,
+    "split": "85,15",
+    "ubatch": 256,
+    "mtp": 3,
+    "vision": true,
+    "prompts": [
+      24576
+    ],
+    "minimum_headroom_mib": 448
+  }
+]
diff --git a/experiments/medium-microbatch-20260920/results/medium-ub256-reserve448/config.json.gz b/experiments/medium-microbatch-20260920/results/medium-ub256-reserve448/config.json.gz
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literal 0
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