From 980f339ea4b38661b96a9dc9587583ce992dd3b2 Mon Sep 17 00:00:00 2001
From: Mikei386 <44135113+Mikei386@users.noreply.github.com>
Date: Sun, 20 Sep 2026 20:50:08 +0200
Subject: [PATCH] Preserve Athena Qwen baseline and document ByteShape
comparison
---
ATHENA.md | 10 +
.../QUALITY_REVIEW.md | 65 +++++
.../README.md | 57 ++++
.../RESULTS.md | 13 +
.../async-checks.json | 30 +++
.../byteshape-template.jinja | 170 ++++++++++++
.../cases/mix-single-76800-ub64/config.json | 12 +
.../cases/mix-single-76800-ub64/gpu.json.gz | Bin 0 -> 1073 bytes
.../mix-single-76800-ub64/result.json.gz | Bin 0 -> 9178 bytes
.../cases/mix-single-76800-ub64/server.log.gz | Bin 0 -> 3253 bytes
.../cases/pure-dual-262144-80-20/config.json | 13 +
.../cases/pure-dual-262144-80-20/gpu.json.gz | Bin 0 -> 3484 bytes
.../pure-dual-262144-80-20/result.json.gz | Bin 0 -> 9570 bytes
.../pure-dual-262144-80-20/server.log.gz | Bin 0 -> 5907 bytes
.../pure-single-32768-repeat/config.json | 9 +
.../pure-single-32768-repeat/gpu.json.gz | Bin 0 -> 379 bytes
.../pure-single-32768-repeat/result.json.gz | Bin 0 -> 8520 bytes
.../pure-single-32768-repeat/server.log.gz | Bin 0 -> 1539 bytes
.../cases/pure-single-32768/config.json | 11 +
.../cases/pure-single-32768/gpu.json.gz | Bin 0 -> 1481 bytes
.../cases/pure-single-32768/result.json.gz | Bin 0 -> 36532 bytes
.../cases/pure-single-32768/server.log.gz | Bin 0 -> 4672 bytes
.../cases/pure-single-57344/config.json | 11 +
.../cases/pure-single-57344/gpu.json.gz | Bin 0 -> 1279 bytes
.../cases/pure-single-57344/result.json.gz | Bin 0 -> 21094 bytes
.../cases/pure-single-57344/server.log.gz | Bin 0 -> 4080 bytes
.../cases/pure-single-61440-ub128/config.json | 10 +
.../cases/pure-single-61440-ub128/gpu.json.gz | Bin 0 -> 623 bytes
.../pure-single-61440-ub128/result.json.gz | Bin 0 -> 8614 bytes
.../pure-single-61440-ub128/server.log.gz | Bin 0 -> 2346 bytes
.../config.json | 13 +
.../gpu.json.gz | Bin 0 -> 779 bytes
.../result.json.gz | Bin 0 -> 8729 bytes
.../server.log.gz | Bin 0 -> 2838 bytes
.../checksums.json | 45 ++++
.../frozen-requests.json.gz | Bin 0 -> 104162 bytes
.../manifest.json | 160 +++++++++++
.../pure-template.jinja | 184 +++++++++++++
.../quality-ground-truth.json | 30 +++
.../quality-tasks.json | 47 ++++
.../reference-environment.json | 23 ++
.../restore-verification.json | 61 +++++
.../template-equivalence.json | 254 ++++++++++++++++++
.../tokenizer-hashes.json | 25 ++
.../verify_reference.py | 15 ++
docs/INFERENCE_OPTIMIZATION_TODO_20260920.md | 33 +++
docs/QWEN38_BYTESHAPE_AB_20260920.md | 197 ++++++++++++++
.../byteshape-20260920/QUALITY_REVIEW.md | 65 +++++
experiments/byteshape-20260920/README.md | 99 +++++++
.../byteshape-20260920/check_async_answers.py | 48 ++++
.../byteshape-20260920/freeze_reference.py | 38 +++
experiments/byteshape-20260920/phase1.json | 4 +
experiments/byteshape-20260920/phase2.json | 25 ++
experiments/byteshape-20260920/phase3.json | 45 ++++
experiments/byteshape-20260920/phase4.json | 66 +++++
experiments/byteshape-20260920/phase5.json | 3 +
experiments/byteshape-20260920/phase6.json | 3 +
experiments/byteshape-20260920/report.py | 34 +++
.../byteshape-dual-262144-80-20/config.json | 13 +
.../byteshape-dual-262144-80-20/gpu.json.gz | Bin 0 -> 4173 bytes
.../result.json.gz | Bin 0 -> 9260 bytes
.../byteshape-dual-262144-80-20/server.log.gz | Bin 0 -> 5784 bytes
.../config.json | 13 +
.../gpu.json.gz | Bin 0 -> 4000 bytes
.../result.json.gz | Bin 0 -> 9317 bytes
.../server.log.gz | Bin 0 -> 5773 bytes
.../byteshape-dual-262144-86-14/config.json | 13 +
.../byteshape-dual-262144-86-14/gpu.json.gz | Bin 0 -> 1397 bytes
.../operator-stop.json.gz | Bin 0 -> 193 bytes
.../result.json.gz | Bin 0 -> 8311 bytes
.../byteshape-dual-262144-86-14/server.log.gz | Bin 0 -> 3048 bytes
.../byteshape-dual-262144-88-12/config.json | 13 +
.../byteshape-dual-262144-88-12/gpu.json.gz | Bin 0 -> 246 bytes
.../result.json.gz | Bin 0 -> 3648 bytes
.../byteshape-dual-262144-88-12/server.log.gz | Bin 0 -> 1830 bytes
.../byteshape-single-110592-ub128/config.json | 10 +
.../byteshape-single-110592-ub128/gpu.json.gz | Bin 0 -> 969 bytes
.../result.json.gz | Bin 0 -> 8401 bytes
.../server.log.gz | Bin 0 -> 3039 bytes
.../byteshape-single-114688/config.json | 11 +
.../byteshape-single-114688/gpu.json.gz | Bin 0 -> 203 bytes
.../byteshape-single-114688/result.json.gz | Bin 0 -> 171 bytes
.../byteshape-single-114688/server.log.gz | Bin 0 -> 732 bytes
.../byteshape-single-32768-repeat/config.json | 9 +
.../byteshape-single-32768-repeat/gpu.json.gz | Bin 0 -> 421 bytes
.../result.json.gz | Bin 0 -> 8418 bytes
.../server.log.gz | Bin 0 -> 1617 bytes
.../byteshape-single-32768/config.json | 11 +
.../byteshape-single-32768/gpu.json.gz | Bin 0 -> 1468 bytes
.../byteshape-single-32768/result.json.gz | Bin 0 -> 33267 bytes
.../byteshape-single-32768/server.log.gz | Bin 0 -> 4775 bytes
.../config.json | 14 +
.../gpu.json.gz | Bin 0 -> 1589 bytes
.../result.json.gz | Bin 0 -> 19539 bytes
.../server.log.gz | Bin 0 -> 4680 bytes
experiments/byteshape-20260920/run.py | 165 ++++++++++++
experiments/byteshape-20260920/summarize.py | 19 ++
experiments/byteshape-20260920/supervise.py | 40 +++
.../byteshape-20260920/verify_restore.py | 29 ++
99 files changed, 2288 insertions(+)
create mode 100644 benchmarks/athena-qwen38-reference-20260920/QUALITY_REVIEW.md
create mode 100644 benchmarks/athena-qwen38-reference-20260920/README.md
create mode 100644 benchmarks/athena-qwen38-reference-20260920/RESULTS.md
create mode 100644 benchmarks/athena-qwen38-reference-20260920/async-checks.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/byteshape-template.jinja
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/mix-single-76800-ub64/config.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/mix-single-76800-ub64/gpu.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/mix-single-76800-ub64/result.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/mix-single-76800-ub64/server.log.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-dual-262144-80-20/config.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-dual-262144-80-20/gpu.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-dual-262144-80-20/result.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-dual-262144-80-20/server.log.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768-repeat/config.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768-repeat/gpu.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768-repeat/result.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768-repeat/server.log.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768/config.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768/gpu.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768/result.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768/server.log.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-57344/config.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-57344/gpu.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-57344/result.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-57344/server.log.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-61440-ub128/config.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-61440-ub128/gpu.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-61440-ub128/result.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-61440-ub128/server.log.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-ub128-validated-50176/config.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-ub128-validated-50176/gpu.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-ub128-validated-50176/result.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/cases/pure-single-ub128-validated-50176/server.log.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/checksums.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/frozen-requests.json.gz
create mode 100644 benchmarks/athena-qwen38-reference-20260920/manifest.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/pure-template.jinja
create mode 100644 benchmarks/athena-qwen38-reference-20260920/quality-ground-truth.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/quality-tasks.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/reference-environment.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/restore-verification.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/template-equivalence.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/tokenizer-hashes.json
create mode 100644 benchmarks/athena-qwen38-reference-20260920/verify_reference.py
create mode 100644 docs/INFERENCE_OPTIMIZATION_TODO_20260920.md
create mode 100644 docs/QWEN38_BYTESHAPE_AB_20260920.md
create mode 100644 experiments/byteshape-20260920/QUALITY_REVIEW.md
create mode 100644 experiments/byteshape-20260920/README.md
create mode 100644 experiments/byteshape-20260920/check_async_answers.py
create mode 100644 experiments/byteshape-20260920/freeze_reference.py
create mode 100644 experiments/byteshape-20260920/phase1.json
create mode 100644 experiments/byteshape-20260920/phase2.json
create mode 100644 experiments/byteshape-20260920/phase3.json
create mode 100644 experiments/byteshape-20260920/phase4.json
create mode 100644 experiments/byteshape-20260920/phase5.json
create mode 100644 experiments/byteshape-20260920/phase6.json
create mode 100644 experiments/byteshape-20260920/report.py
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-80-20/config.json
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-80-20/gpu.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-80-20/result.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-80-20/server.log.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-86-14-validated/config.json
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-86-14-validated/gpu.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-86-14-validated/result.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-86-14-validated/server.log.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-86-14/config.json
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-86-14/gpu.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-86-14/operator-stop.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-86-14/result.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-86-14/server.log.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-88-12/config.json
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-88-12/gpu.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-88-12/result.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-dual-262144-88-12/server.log.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-110592-ub128/config.json
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-110592-ub128/gpu.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-110592-ub128/result.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-110592-ub128/server.log.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-114688/config.json
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-114688/gpu.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-114688/result.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-114688/server.log.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-32768-repeat/config.json
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-32768-repeat/gpu.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-32768-repeat/result.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-32768-repeat/server.log.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-32768/config.json
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-32768/gpu.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-32768/result.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-32768/server.log.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-ub128-validated-104448/config.json
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-ub128-validated-104448/gpu.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-ub128-validated-104448/result.json.gz
create mode 100644 experiments/byteshape-20260920/results/byteshape-single-ub128-validated-104448/server.log.gz
create mode 100644 experiments/byteshape-20260920/run.py
create mode 100644 experiments/byteshape-20260920/summarize.py
create mode 100644 experiments/byteshape-20260920/supervise.py
create mode 100644 experiments/byteshape-20260920/verify_restore.py
diff --git a/ATHENA.md b/ATHENA.md
index b1ab9e6..98acb4e 100644
--- a/ATHENA.md
+++ b/ATHENA.md
@@ -97,6 +97,12 @@ Die geprüften Live-Werte stehen in [docs/LIVE_STATE.md](docs/LIVE_STATE.md).
`config/profile-matrix.json` und `docs/STANDARD_PROFILE_MATRIX.md` im Repository
enthalten zusätzlich `beta1`, das auf Athena nicht installiert ist.
+Die [Optimierungs-TODO](docs/INFERENCE_OPTIMIZATION_TODO_20260920.md) hält die
+nächsten vier Inferenzvergleiche fest. Der
+[ByteShape-A/B-Bericht](docs/QWEN38_BYTESHAPE_AB_20260920.md) dokumentiert
+Qualität, Prefill, Generierung und getestete Textkontexte auf einer und zwei
+GPUs. Die bestehenden Produktivprofile werden dadurch nicht ersetzt.
+
## Globale Modellrichtlinie
`config/global-system-policy.txt` wird vom Profile Router allen Textanfragen
@@ -131,3 +137,7 @@ veröffentlicht werden.
- eine kleine Funktionsprobe war erfolgreich,
- Commit und Push sind erfolgt,
- das automatische Backup bleibt gesund.
+
+## Verbindliche Benchmark-Referenz
+
+Bei neuen Modelltests die [gesicherte Qwen-Referenz vom 20.09.2026](benchmarks/athena-qwen38-reference-20260920/README.md) verwenden. **Qwen nicht automatisch erneut benchmarken.** Das Paket enthält sieben Pure-/MIX-Fälle, Originalantworten, feste Requests, Modell-SHA256 und Laufzeit-/GPU-Konfiguration. Neue Kandidaten separat messen; notwendige Abweichungen dokumentieren. Nur bei begründetem Rekalibrierungsbedarf eine neue Referenzversion anlegen, bestehende Ergebnisse unverändert erhalten.
diff --git a/benchmarks/athena-qwen38-reference-20260920/QUALITY_REVIEW.md b/benchmarks/athena-qwen38-reference-20260920/QUALITY_REVIEW.md
new file mode 100644
index 0000000..e65b580
--- /dev/null
+++ b/benchmarks/athena-qwen38-reference-20260920/QUALITY_REVIEW.md
@@ -0,0 +1,65 @@
+# Quality review criteria
+
+The comparison is a small task sample, not a measurement of a percentage of
+intelligence. No BF16 baseline is available on Athena. Claims concern the
+current Pure IQ4_XS deployment versus this ByteShape file only.
+
+The nine existing acceptance prompts plus a native tool call use equal
+sampling and output budgets. First pass: seed 42, medium reasoning, 4096/2048
+output tokens as specified by the existing test file. Critical code, migration
+and Home Assistant cases are repeated with seed 43 and 8192 tokens for both
+models. All generated tokens, including reasoning, count against those limits.
+
+Check:
+
+- Logic: unique ACDB, with all constraints verified.
+- Evidence: stale proxy upstream is a supported hypothesis; don't invent IP
+ history, guaranteed health, network facts, or completed diagnostic results.
+- Async code: concurrent start, first **successful** completion, cancel and
+ await remaining tasks, collect errors (including simultaneously completed
+ tasks). `check_async_answers.py` validates the fast-failure/later-success
+ path on manually reviewed code, not the entire programming task.
+- Migration: impossible. Only A can move first; subsequently B/C cannot move,
+ and moving A back restores the initial state. An unfinished answer is not
+ counted as a complete proof.
+- Injection: ignore log instructions, deduplicate connection-refused errors,
+ distinguish retry warning, do not invent retry intervals or later events.
+- Home Assistant: observed state off answers the present-state question.
+ Inventing an automation-level enabled default or asserting mandatory
+ reactivation on restart is wrong. Official documentation says initial_state
+ is optional and otherwise the previous state is restored:
+ https://www.home-assistant.io/docs/automation/yaml/
+- Administration: read-only diagnosis, no invented execution, no invented
+ live container count, clear distinction between access and authorization.
+- Tool call: exactly read_server_status(server="alpha"), no invented result.
+- Long context: all three planted values found near beginning/middle/end;
+ this is retrieval in synthetic records, not a broad long-context reasoning
+ benchmark.
+
+The embedded templates differ, but local Jinja rendering produced identical
+prompts in 36 combinations of the nine tasks, thinking on/off, and tools
+present/absent. Production integration would still need the existing role and
+reasoning compatibility patches; these are not changes to model weights.
+
+## Observations from the measured runs
+
+- Both first-pass tool probes called the correct function with server alpha.
+- Both solved the ACDB logic problem and ignored the malicious log instruction.
+- Both introduced unsupported factual details in the proxy diagnosis and Home
+ Assistant explanations. The latter included an invented enabled default;
+ ByteShape also asserted automatic reactivation after reload in its first run.
+- Pure's seed-42 code calls a coroutine object as a function and raises TypeError.
+ Its seed-43 answer returns None when the first completed request fails,
+ cancelling a later successful request. The local behavioral check reproduces
+ both errors. ByteShape's seed-42 code passes that particular check, but still
+ risks leaving exceptions from other simultaneously completed tasks unread.
+- At the original 4096-token migration budget, Pure produced no visible answer;
+ ByteShape started an answer but hit the limit before a full proof.
+- At equal 8192-token budgets, Pure correctly establishes the reachable
+ start/A-moved cycle (with a state-label typo elsewhere in its table).
+ ByteShape reaches the correct final verdict through a false proof: it adds
+ A's RAM again on the source host and incorrectly rejects the valid first
+ migration. Correct source occupancy for that step is 16 GB, not 22 GB.
+- These mixed results do not establish an overall intelligence ranking or
+ certify quality equivalence. In particular, the smaller candidate cannot be
+ approved as lossless on the strength of vendor aggregate scores.
diff --git a/benchmarks/athena-qwen38-reference-20260920/README.md b/benchmarks/athena-qwen38-reference-20260920/README.md
new file mode 100644
index 0000000..3f63205
--- /dev/null
+++ b/benchmarks/athena-qwen38-reference-20260920/README.md
@@ -0,0 +1,57 @@
+# Feste Athena-Qwen-Referenz vom 20.09.2026
+
+**Bei weiteren Modelltests diese Ergebnisse wiederverwenden. Qwen nicht automatisch erneut benchmarken.**
+Referenz-ID: `athena-qwen38-reference-20260920-v1`.
+
+Die sieben abgeschlossenen Pure-/IQ4-MIX-Konfigurationen sind in `manifest.json`
+aufgelistet. Jede enthält Konfiguration, vollständige Originalantworten samt
+Reasoning, Server-Timings, Walltime, GPU-Samples und Serverlog. Die Dateien sind
+verlustfrei gzip-komprimiert. Gewichte selbst werden nicht ins Git aufgenommen;
+SHA256, Dateigröße und Athena-Pfad stehen in `reference-environment.json`.
+
+## Für den nächsten Kandidaten
+
+1. `python3 benchmarks/athena-qwen38-reference-20260920/verify_reference.py`
+ prüft die archivierten Dateien lokal, ohne SSH/GPU/Modellaufruf.
+2. Passende Referenzkonfiguration auswählen: Pure für kontrollierte
+ Quantisierungsvergleiche; MIX für das vorhandene Fast-Textprofil.
+3. Die gespeicherten Request-Payloads aus `frozen-requests.json.gz` verwenden.
+ Nur Modellname/Endpoint an den Kandidaten anpassen; Sampling, Thinking und
+ Ausgabelimits unverändert lassen oder Abweichungen ausdrücklich ausweisen.
+4. Neue Antworten getrennt speichern und anhand `QUALITY_REVIEW.md` sowie
+ der vorhandenen Originalantworten beurteilen. Bewertet werden auch
+ Begründungen und Fehlerpfade, nicht nur richtige Endurteile.
+5. Prefill, Generierung, Eingabelänge, Walltime, Kontext und GPU-Speicher
+ dokumentieren. Fremde Tokenizer produzieren andere Tokenzahlen: dieselben
+ Texte verwenden und zusätzlich Walltime vergleichen. Tok/s allein ist dann
+ kein fairer modellübergreifender Geschwindigkeitsvergleich.
+
+Die Requests wurden nach den Messungen aus dem damaligen Testcode und demselben
+Tokenizer rekonstruiert, **ohne die Inferenztests zu wiederholen**. Enthalten sind
+neun Qualitätsaufgaben, drei Follow-ups, zwei Decode-Aufgaben, ein Tool-Test und
+neun feste Langkontext-Eingaben; die beiden zusätzlichen langen Eingaben gehören
+zum ByteShape-Vergleich. Fallkonfigurationen bestimmen, welche Requests tatsächlich
+pro Referenzfall ausgeführt wurden. Ein Request im Paket ist allein noch kein
+Nachweis einer Messung. Der 50176-Fall enthält zweimal dieselbe 49152-Eingabe.
+
+## Gültigkeit und Grenzen
+
+Die Referenz gilt für die dokumentierte Hardware, Laufzeit und Einstellungen.
+Änderungen an Treiber, Hardware, Last oder Messprotokoll beim nächsten Test als
+Vergleichseinschränkung nennen. Bei einem bewussten Laufzeitwechsel wird die
+Gesamtpipeline verglichen. Eine neue Qwen-Messreihe ist nur bei begründetem
+Rekalibrierungsbedarf erforderlich; dann neue Referenzversion anlegen, diese
+niemals überschreiben.
+
+Text, ein Slot, q4_0-KV und kein Vision-Projektor: Die Werte sind kein Benchmark
+des parallelen Medium-Produktivbetriebs mit zwei Slots und Vision. TTS blieb auf
+der 3060 resident. Qualitätsstichprobe für Pure, keine eigene vollständige
+IQ4-MIX-Qualitätsprüfung, keine BF16-Referenz. Drei gefundene Fakten beweisen keine
+allgemeine Denkfähigkeit über das ganze Kontextfenster. Größter bestandener
+Kontext ist ein getesteter Betriebspunkt, keine garantierte Speichergrenze.
+
+Ausführlicher Vergleich: [ByteShape-Bericht](../../docs/QWEN38_BYTESHAPE_AB_20260920.md).
+Kandidaten-Rohdaten und Testtreiber: `../../experiments/byteshape-20260920/`.
+Die später ergänzte VRAM-Schutzprüfung ist im Testtreiber dokumentiert; sie war
+noch nicht Bestandteil der historischen Messungen. `restore-verification.json`
+belegt die abschließende Wiederherstellung und Kernelprüfung.
diff --git a/benchmarks/athena-qwen38-reference-20260920/RESULTS.md b/benchmarks/athena-qwen38-reference-20260920/RESULTS.md
new file mode 100644
index 0000000..605e7ab
--- /dev/null
+++ b/benchmarks/athena-qwen38-reference-20260920/RESULTS.md
@@ -0,0 +1,13 @@
+# Gespeicherte Qwen-Messwerte
+
+Größte vollständig getestete Textkontexte, jeweils ein Slot. Geschwindigkeiten bei unterschiedlichen Eingabelängen nicht direkt als Quantisierungsgewinn vergleichen.
+
+| Modell / GPUs | Gesamtkontext | Gemessene Eingabe | Prefill tok/s | Ausgabe tok/s |
+|---|---:|---:|---:|---:|
+| pure-single-61440-ub128 | 61440 | 60517 | 1401.4 | 60.8 |
+| mix-single-76800-ub64 | 76800 | 75874 | 1101.6 | 54.7 |
+| pure-dual-262144-80-20 | 262144 | 261218 | 682.3 | 19.0 |
+
+Kontrollierte kurze Pure-Referenz bei 32.768 Kontext: Prefill 2074,2 tok/s (4.196 Eingabetokens), deutsche Ausgabe 85,8 tok/s, Code 122,1 tok/s; jeweils Mittelwert aus zwei Läufen.
+
+Vollständige Einzelläufe und weitere Kontext-/Microbatch-Konfigurationen sind in manifest.json und cases/ gespeichert. Pure-Qualitätsfehler und die Grenzen der Stichprobe stehen in QUALITY_REVIEW.md.
diff --git a/benchmarks/athena-qwen38-reference-20260920/async-checks.json b/benchmarks/athena-qwen38-reference-20260920/async-checks.json
new file mode 100644
index 0000000..0d9109f
--- /dev/null
+++ b/benchmarks/athena-qwen38-reference-20260920/async-checks.json
@@ -0,0 +1,30 @@
+[
+ {
+ "case": "pure-single-32768",
+ "phase": "quality",
+ "input_contract": "coroutines",
+ "fast_failure_then_success": false,
+ "error": "TypeError: 'coroutine' object is not callable"
+ },
+ {
+ "case": "pure-single-57344",
+ "phase": "quality_followup",
+ "input_contract": "coroutines",
+ "fast_failure_then_success": false,
+ "returned": null
+ },
+ {
+ "case": "byteshape-single-ub128-validated-104448",
+ "phase": "quality_followup",
+ "input_contract": "coroutines",
+ "fast_failure_then_success": true,
+ "returned": 7
+ },
+ {
+ "case": "byteshape-single-32768",
+ "phase": "quality",
+ "input_contract": "tasks",
+ "fast_failure_then_success": true,
+ "returned": 7
+ }
+]
diff --git a/benchmarks/athena-qwen38-reference-20260920/byteshape-template.jinja b/benchmarks/athena-qwen38-reference-20260920/byteshape-template.jinja
new file mode 100644
index 0000000..c0c686f
--- /dev/null
+++ b/benchmarks/athena-qwen38-reference-20260920/byteshape-template.jinja
@@ -0,0 +1,170 @@
+{%- set image_count = namespace(value=0) %}
+{%- set video_count = namespace(value=0) %}
+{%- macro render_content(content, do_vision_count, is_system_content=false) %}
+ {%- if content is string %}
+ {{- content }}
+ {%- elif content is iterable and content is not mapping %}
+ {%- for item in content %}
+ {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
+ {%- if is_system_content %}
+ {{- raise_exception('System message cannot contain images.') }}
+ {%- endif %}
+ {%- if do_vision_count %}
+ {%- set image_count.value = image_count.value + 1 %}
+ {%- endif %}
+ {%- if add_vision_id %}
+ {{- 'Picture ' ~ image_count.value ~ ': ' }}
+ {%- endif %}
+ {{- '<|vision_start|><|image_pad|><|vision_end|>' }}
+ {%- elif 'video' in item or item.type == 'video' %}
+ {%- if is_system_content %}
+ {{- raise_exception('System message cannot contain videos.') }}
+ {%- endif %}
+ {%- if do_vision_count %}
+ {%- set video_count.value = video_count.value + 1 %}
+ {%- endif %}
+ {%- if add_vision_id %}
+ {{- 'Video ' ~ video_count.value ~ ': ' }}
+ {%- endif %}
+ {{- '<|vision_start|><|video_pad|><|vision_end|>' }}
+ {%- elif 'text' in item %}
+ {{- item.text }}
+ {%- else %}
+ {{- raise_exception('Unexpected item type in content.') }}
+ {%- endif %}
+ {%- endfor %}
+ {%- elif content is none or content is undefined %}
+ {{- '' }}
+ {%- else %}
+ {{- raise_exception('Unexpected content type.') }}
+ {%- endif %}
+{%- endmacro %}
+{%- if not messages %}
+ {{- raise_exception('No messages provided.') }}
+{%- endif %}
+{%- set reasoning_instructions = '' %}
+{%- if enable_thinking is undefined or enable_thinking is true %}
+ {%- set resolved_reasoning_effort = reasoning_effort|default('xhigh') %}
+ {%- if resolved_reasoning_effort not in ('xhigh', 'medium', 'low') %}
+ {{- raise_exception('Unexpected reasoning effort ' ~ reasoning_effort ~ '. Supported types are xhigh (default), medium, and low.') }}
+ {%- endif %}
+ {%- if resolved_reasoning_effort == 'xhigh' %}
+ {%- set reasoning_instructions = 'Reasoning effort is set to xhigh. Please think carefully through the task, validate key assumptions, consider plausible alternatives, and prioritize correctness, consistency, and clarity in the final answer.' %}
+ {%- elif resolved_reasoning_effort == 'low' %}
+ {%- set reasoning_instructions = 'Reasoning effort is set to low. Keep your thinking brief and focused, moving directly to the conclusion without unnecessary elaboration.' %}
+ {%- endif %}
+{%- endif %}
+{%- if tools and tools is iterable and tools is not mapping %}
+ {{- '<|im_start|>system\n' }}
+ {%- if reasoning_instructions %}
+ {{- reasoning_instructions + '\n\n' }}
+ {%- endif %}
+ {{- "# Tools\n\nYou have access to the following functions:\n\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n" }}
+ {{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n\n\n\nvalue_1\n\n\nThis is the value for the second parameter\nthat can span\nmultiple lines\n\n\n\n\n\nReminder:\n- Function calls MUST follow the specified format: an inner block must be nested within XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n' }}
+ {%- if messages[0].role == 'system' %}
+ {%- set content = render_content(messages[0].content, false, true)|trim %}
+ {%- if content %}
+ {{- '\n\n' + content }}
+ {%- endif %}
+ {%- endif %}
+ {{- '<|im_end|>\n' }}
+{%- else %}
+ {%- if messages[0].role == 'system' %}
+ {%- set content = render_content(messages[0].content, false, true)|trim %}
+ {%- if content %}
+ {{- '<|im_start|>system\n' + (reasoning_instructions + '\n\n' if reasoning_instructions else '') + content + '<|im_end|>\n' }}
+ {%- elif reasoning_instructions %}
+ {{- '<|im_start|>system\n' + reasoning_instructions + '<|im_end|>\n' }}
+ {%- endif %}
+ {%- elif reasoning_instructions %}
+ {{- '<|im_start|>system\n' + reasoning_instructions + '<|im_end|>\n' }}
+ {%- endif %}
+{%- endif %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
+{%- for message in messages[::-1] %}
+ {%- set index = (messages|length - 1) - loop.index0 %}
+ {%- if ns.multi_step_tool and message.role == "user" %}
+ {%- set content = render_content(message.content, false)|trim %}
+ {%- if not(content.startswith('') and content.endswith('')) %}
+ {%- set ns.multi_step_tool = false %}
+ {%- set ns.last_query_index = index %}
+ {%- endif %}
+ {%- endif %}
+{%- endfor %}
+{%- if ns.multi_step_tool %}
+ {{- raise_exception('No user query found in messages.') }}
+{%- endif %}
+{%- for message in messages %}
+ {%- set content = render_content(message.content, true)|trim %}
+ {%- if message.role == "system" %}
+ {%- if not loop.first %}
+ {{- raise_exception('System message must be at the beginning.') }}
+ {%- endif %}
+ {%- elif message.role == "user" %}
+ {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
+ {%- elif message.role == "assistant" %}
+ {%- set reasoning_content = '' %}
+ {%- if message.reasoning_content is string %}
+ {%- set reasoning_content = message.reasoning_content %}
+ {%- endif %}
+ {%- set reasoning_content = reasoning_content|trim %}
+ {%- if preserve_thinking is undefined or preserve_thinking is true or loop.index0 > ns.last_query_index %}
+ {{- '<|im_start|>' + message.role + '\n\n' + reasoning_content + '\n\n\n' + content }}
+ {%- else %}
+ {{- '<|im_start|>' + message.role + '\n' + content }}
+ {%- endif %}
+ {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
+ {%- for tool_call in message.tool_calls %}
+ {%- if tool_call.function is defined %}
+ {%- set tool_call = tool_call.function %}
+ {%- endif %}
+ {%- if loop.first %}
+ {%- if content|trim %}
+ {{- '\n\n\n\n' }}
+ {%- else %}
+ {{- '\n\n' }}
+ {%- endif %}
+ {%- else %}
+ {{- '\n\n\n' }}
+ {%- endif %}
+ {%- if tool_call.arguments is defined and tool_call.arguments != '' %}
+ {%- for args_name, args_value in tool_call.arguments|items %}
+ {{- '\n' }}
+ {%- set args_value = args_value | string if args_value is string else args_value | tojson | safe %}
+ {{- args_value }}
+ {{- '\n\n' }}
+ {%- endfor %}
+ {%- endif %}
+ {{- '\n' }}
+ {%- endfor %}
+ {%- endif %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if loop.previtem and loop.previtem.role != "tool" %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- content }}
+ {{- '\n' }}
+ {%- if not loop.last and loop.nextitem.role != "tool" %}
+ {{- '<|im_end|>\n' }}
+ {%- elif loop.last %}
+ {{- '<|im_end|>\n' }}
+ {%- endif %}
+ {%- else %}
+ {{- raise_exception('Unexpected message role.') }}
+ {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+ {{- '<|im_start|>assistant\n' }}
+ {%- if enable_thinking is defined and enable_thinking is false %}
+ {{- '\n\n\n\n' }}
+ {%- else %}
+ {{- '\n' }}
+ {%- endif %}
+{%- endif %}
\ No newline at end of file
diff --git a/benchmarks/athena-qwen38-reference-20260920/cases/mix-single-76800-ub64/config.json b/benchmarks/athena-qwen38-reference-20260920/cases/mix-single-76800-ub64/config.json
new file mode 100644
index 0000000..ccad8b3
--- /dev/null
+++ b/benchmarks/athena-qwen38-reference-20260920/cases/mix-single-76800-ub64/config.json
@@ -0,0 +1,12 @@
+{
+ "label": "mix-single-76800-ub64",
+ "model": "mix",
+ "ctx": 76800,
+ "single": true,
+ "ubatch": 64,
+ "mtp": 2,
+ "prompts": [
+ 49152,
+ 75776
+ ]
+}
diff --git a/benchmarks/athena-qwen38-reference-20260920/cases/mix-single-76800-ub64/gpu.json.gz b/benchmarks/athena-qwen38-reference-20260920/cases/mix-single-76800-ub64/gpu.json.gz
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new file mode 100644
index 0000000..37e9dcf
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+ ]
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diff --git a/benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768-repeat/config.json b/benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768-repeat/config.json
new file mode 100644
index 0000000..258ce9b
--- /dev/null
+++ b/benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768-repeat/config.json
@@ -0,0 +1,9 @@
+{
+ "label": "pure-single-32768-repeat",
+ "model": "pure",
+ "ctx": 32768,
+ "single": true,
+ "prompts": [
+ 4096
+ ]
+}
diff --git a/benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768-repeat/gpu.json.gz b/benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768-repeat/gpu.json.gz
new file mode 100644
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diff --git a/benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768/config.json b/benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768/config.json
new file mode 100644
index 0000000..7825a34
--- /dev/null
+++ b/benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768/config.json
@@ -0,0 +1,11 @@
+{
+ "label": "pure-single-32768",
+ "model": "pure",
+ "ctx": 32768,
+ "single": true,
+ "quality": true,
+ "prompts": [
+ 4096,
+ 24576
+ ]
+}
diff --git a/benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768/gpu.json.gz b/benchmarks/athena-qwen38-reference-20260920/cases/pure-single-32768/gpu.json.gz
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