diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 6340d760f7..0a17ee4747 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -443,320 +443,320 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-10-09T17:10:43.975397+00:00", + "generatedAt": "2026-10-09T17:16:59.561923+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 441.40583554376656, + "backlogHours": 439.01319261213723, "canVerify": true, "error": null, "gpu": "Ascend_910-b3", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.29201213041428137, - "queueFactor": 0.9645353165263872, - "queueWeight": 0.9645353165263872, + "qualityFactor": 0.2587273537248465, + "queueFactor": 0.9570617204231805, + "queueWeight": 0.9570617204231805, "recentSuccess": 36, - "recentSuccessRate": 0.09549071618037135, - "recentTerminal": 377, - "recentWilsonLowerBound": 0.06977344694242092, - "running": 9, - "selectionWeight": 0.28165601263868356, + "recentSuccessRate": 0.09498680738786279, + "recentTerminal": 379, + "recentWilsonLowerBound": 0.06940092475419658, + "running": 8, + "selectionWeight": 0.24761804627643838, "stale": false, "submissionEligible": false, - "throughputPerHour": 62.833333333333336, - "waiting": 27735 + "throughputPerHour": 63.166666666666664, + "waiting": 27731 }, "Ascend_910-b4": { "available": true, - "backlogHours": 486.416, + "backlogHours": 478.755905511811, "canVerify": true, "error": null, "gpu": "Ascend_910-b4", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.9486825118991739, - "queueFactor": 0.9505887424128218, - "queueWeight": 0.9505887424128218, - "recentSuccess": 57, - "recentSuccessRate": 0.152, - "recentTerminal": 375, - "recentWilsonLowerBound": 0.11920382176359635, - "running": 9, - "selectionWeight": 0.9018069159352725, + "qualityFactor": 0.8948939703135814, + "queueFactor": 0.9447011851405352, + "queueWeight": 0.9447011851405352, + "recentSuccess": 59, + "recentSuccessRate": 0.15485564304461943, + "recentTerminal": 381, + "recentWilsonLowerBound": 0.12199248881958716, + "running": 8, + "selectionWeight": 0.8454073943303594, "stale": false, "submissionEligible": false, - "throughputPerHour": 62.5, + "throughputPerHour": 63.5, "waiting": 30401 }, "Biren_166m": { "available": true, - "backlogHours": 364.76712328767127, + "backlogHours": 324.4390243902439, "canVerify": true, "error": null, "gpu": "Biren_166m", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.353890939046016, - "queueFactor": 0.992525083697565, - "queueWeight": 0.992525083697565, - "recentSuccess": 10, - "recentSuccessRate": 0.136986301369863, - "recentTerminal": 73, - "recentWilsonLowerBound": 0.07614307799620812, + "qualityFactor": 0.5168728912679, + "queueFactor": 1.0014784737062923, + "queueWeight": 1.0014784737062923, + "recentSuccess": 13, + "recentSuccessRate": 0.15853658536585366, + "recentTerminal": 82, + "recentWilsonLowerBound": 0.0950550048917098, "running": 8, - "selectionWeight": 0.35124563389645685, + "selectionWeight": 0.5176370742471349, "stale": false, "submissionEligible": false, - "throughputPerHour": 12.166666666666666, - "waiting": 4438 + "throughputPerHour": 13.666666666666666, + "waiting": 4434 }, "Cambricon_mlu-370-x4": { "available": true, - "backlogHours": 137.48404993065188, + "backlogHours": 136.71724137931034, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x4", "healthFactor": 1.0, "maxConcurrentTasks": 7, "qualityFactor": 0.05, - "queueFactor": 1.148962877437964, - "queueWeight": 1.148962877437964, - "recentSuccess": 16, - "recentSuccessRate": 0.022191400832177532, - "recentTerminal": 721, - "recentWilsonLowerBound": 0.013704882722730592, + "queueFactor": 1.1400872498613654, + "queueWeight": 1.1400872498613654, + "recentSuccess": 17, + "recentSuccessRate": 0.023448275862068966, + "recentTerminal": 725, + "recentWilsonLowerBound": 0.014690533268536832, "running": 7, - "selectionWeight": 0.05744814387189821, + "selectionWeight": 0.05700436249306828, "stale": false, "submissionEligible": false, - "throughputPerHour": 120.16666666666667, - "waiting": 16521 + "throughputPerHour": 120.83333333333333, + "waiting": 16520 }, "Cambricon_mlu-370-x8": { "available": true, - "backlogHours": 142.29473684210527, + "backlogHours": 142.65435356200527, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.09967419174149456, - "queueFactor": 1.1430507660103972, - "queueWeight": 1.1430507660103972, - "recentSuccess": 24, - "recentSuccessRate": 0.06315789473684211, - "recentTerminal": 380, - "recentWilsonLowerBound": 0.042805551930340295, + "qualityFactor": 0.07134836160141082, + "queueFactor": 1.1328406572010528, + "queueWeight": 1.1328406572010528, + "recentSuccess": 22, + "recentSuccessRate": 0.05804749340369393, + "recentTerminal": 379, + "recentWilsonLowerBound": 0.038642570781121016, "running": 7, - "selectionWeight": 0.11393266122158256, + "selectionWeight": 0.0808263248467606, "stale": false, "submissionEligible": false, - "throughputPerHour": 63.333333333333336, - "waiting": 9012 + "throughputPerHour": 63.166666666666664, + "waiting": 9011 }, "Iluvatar_bi-100": { "available": true, - "backlogHours": 104.26178010471205, + "backlogHours": 98.1470588235294, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-100", "healthFactor": 1.0, "maxConcurrentTasks": 24, "qualityFactor": 0.05, - "queueFactor": 1.1976366401553644, - "queueWeight": 1.1976366401553644, + "queueFactor": 1.1982018570594426, + "queueWeight": 1.1982018570594426, "recentSuccess": 4, - "recentSuccessRate": 0.020942408376963352, - "recentTerminal": 191, - "recentWilsonLowerBound": 0.008173375673314609, + "recentSuccessRate": 0.0196078431372549, + "recentTerminal": 204, + "recentWilsonLowerBound": 0.007650755366888734, "running": 24, - "selectionWeight": 0.059881832007768226, + "selectionWeight": 0.059910092852972135, "stale": false, "submissionEligible": false, - "throughputPerHour": 31.833333333333332, - "waiting": 3319 + "throughputPerHour": 34.0, + "waiting": 3337 }, "Iluvatar_bi-150": { "available": true, - "backlogHours": 179.78947368421052, + "backlogHours": 170.30578512396693, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-150", "healthFactor": 1.0, "maxConcurrentTasks": 50, - "qualityFactor": 1.3358607579517883, - "queueFactor": 1.103644505245163, - "queueWeight": 1.103644505245163, - "recentSuccess": 42, - "recentSuccessRate": 0.18421052631578946, - "recentTerminal": 228, - "recentWilsonLowerBound": 0.13926883766494602, - "running": 16, - "selectionWeight": 1.47431538528613, + "qualityFactor": 1.1797504429850658, + "queueFactor": 1.1031312094295624, + "queueWeight": 1.1031312094295624, + "recentSuccess": 44, + "recentSuccessRate": 0.18181818181818182, + "recentTerminal": 242, + "recentWilsonLowerBound": 0.1383206387548281, + "running": 6, + "selectionWeight": 1.3014195329951777, "stale": false, "submissionEligible": false, - "throughputPerHour": 38.0, - "waiting": 6832 + "throughputPerHour": 40.333333333333336, + "waiting": 6869 }, "Iluvatar_mrv-100": { "available": true, - "backlogHours": 844.5272727272728, + "backlogHours": 844.4727272727273, "canVerify": true, "error": null, "gpu": "Iluvatar_mrv-100", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.07367113775033596, - "queueFactor": 0.8750881294759645, - "queueWeight": 0.8750881294759645, + "qualityFactor": 0.06604708538186511, + "queueFactor": 0.8676083788965594, + "queueWeight": 0.8676083788965594, "recentSuccess": 8, "recentSuccessRate": 0.07272727272727272, "recentTerminal": 110, "recentWilsonLowerBound": 0.03730997379864304, "running": 2, - "selectionWeight": 0.06446873813030761, + "selectionWeight": 0.057303004679002637, "stale": false, "submissionEligible": false, "throughputPerHour": 18.333333333333332, - "waiting": 15483 + "waiting": 15482 }, "Kunlunxin_p-800": { "available": true, - "backlogHours": 165.28971962616822, + "backlogHours": 166.73584905660377, "canVerify": true, "error": null, "gpu": "Kunlunxin_p-800", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.17910180375701462, - "queueFactor": 1.117652948315208, - "queueWeight": 1.117652948315208, - "recentSuccess": 26, - "recentSuccessRate": 0.08099688473520249, - "recentTerminal": 321, - "recentWilsonLowerBound": 0.05587142579760447, - "running": 9, - "selectionWeight": 0.2001736590175992, + "qualityFactor": 0.147849694106975, + "queueFactor": 1.1066422170246673, + "queueWeight": 1.1066422170246673, + "recentSuccess": 25, + "recentSuccessRate": 0.07861635220125786, + "recentTerminal": 318, + "recentWilsonLowerBound": 0.05381467849481851, + "running": 8, + "selectionWeight": 0.16361671327296168, "stale": false, "submissionEligible": false, - "throughputPerHour": 53.5, - "waiting": 8843 + "throughputPerHour": 53.0, + "waiting": 8837 }, "MetaX_c-500": { "available": true, - "backlogHours": 329.1734693877551, + "backlogHours": 330.8615384615385, "canVerify": true, "error": null, "gpu": "MetaX_c-500", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 1.0068333839944084, - "queueFactor": 1.0079294177099636, - "queueWeight": 1.0079294177099636, - "recentSuccess": 33, - "recentSuccessRate": 0.1683673469387755, - "recentTerminal": 196, - "recentWilsonLowerBound": 0.12247124693140225, + "qualityFactor": 0.8426934441514428, + "queueFactor": 0.9985380970256269, + "queueWeight": 0.9985380970256269, + "recentSuccess": 32, + "recentSuccessRate": 0.1641025641025641, + "recentTerminal": 195, + "recentWilsonLowerBound": 0.1187048767284684, "running": 4, - "selectionWeight": 1.0148169864604362, + "selectionWeight": 0.841461508098953, "stale": false, "submissionEligible": false, - "throughputPerHour": 32.666666666666664, + "throughputPerHour": 32.5, "waiting": 10753 }, "Mthreads_s4000": { "available": true, - "backlogHours": 940.625, + "backlogHours": 960.3829787234042, "canVerify": true, "error": null, "gpu": "Mthreads_s4000", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 1.8639340678959024, - "queueFactor": 0.8610559397872667, - "queueWeight": 0.8610559397872667, + "qualityFactor": 1.7528240824683103, + "queueFactor": 0.8510300858566401, + "queueWeight": 0.8510300858566401, "recentSuccess": 32, - "recentSuccessRate": 0.2222222222222222, - "recentTerminal": 144, - "recentWilsonLowerBound": 0.16203646060411442, - "running": 5, - "selectionWeight": 1.6049515005336092, + "recentSuccessRate": 0.22695035460992907, + "recentTerminal": 141, + "recentWilsonLowerBound": 0.16559424924211502, + "running": 4, + "selectionWeight": 1.4917060293945925, "stale": false, "submissionEligible": true, - "throughputPerHour": 24.0, - "waiting": 22575 + "throughputPerHour": 23.5, + "waiting": 22569 }, "Sunrise_pt-200-x1": { "available": true, - "backlogHours": 1256.313253012048, + "backlogHours": 1271.4146341463415, "canVerify": true, "error": null, "gpu": "Sunrise_pt-200-x1", "healthFactor": 1.0, "maxConcurrentTasks": 2, "qualityFactor": 0.05, - "queueFactor": 0.824478155199526, - "queueWeight": 0.824478155199526, + "queueFactor": 0.8159593078898595, + "queueWeight": 0.8159593078898595, "recentSuccess": 2, - "recentSuccessRate": 0.024096385542168676, - "recentTerminal": 83, - "recentWilsonLowerBound": 0.00663302707979022, + "recentSuccessRate": 0.024390243902439025, + "recentTerminal": 82, + "recentWilsonLowerBound": 0.006714229565123538, "running": 2, - "selectionWeight": 0.04122390775997631, + "selectionWeight": 0.04079796539449298, "stale": false, "submissionEligible": false, - "throughputPerHour": 13.833333333333334, - "waiting": 17379 + "throughputPerHour": 13.666666666666666, + "waiting": 17376 }, "Vastai_va16": { "available": true, - "backlogHours": 80.81685296646603, + "backlogHours": 80.9405684754522, "canVerify": true, "error": null, "gpu": "Vastai_va16", "healthFactor": 1.0, "maxConcurrentTasks": 16, "qualityFactor": 0.05, - "queueFactor": 1.244281242852424, - "queueWeight": 1.244281242852424, + "queueFactor": 1.2333508693032287, + "queueWeight": 1.2333508693032287, "recentSuccess": 37, - "recentSuccessRate": 0.03181427343078246, - "recentTerminal": 1163, - "recentWilsonLowerBound": 0.02316814382376437, + "recentSuccessRate": 0.03186907838070629, + "recentTerminal": 1161, + "recentWilsonLowerBound": 0.023208204164495243, "running": 16, - "selectionWeight": 0.0622140621426212, + "selectionWeight": 0.061667543465161435, "stale": false, "submissionEligible": false, - "throughputPerHour": 193.83333333333334, - "waiting": 15665 + "throughputPerHour": 193.5, + "waiting": 15662 }, "hygon_k100-ai": { "available": true, - "backlogHours": 962.9508196721312, + "backlogHours": 939.744, "canVerify": true, "error": null, "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, "qualityFactor": 2.5, - "queueFactor": 0.8580314931675599, - "queueWeight": 0.8580314931675599, - "recentSuccess": 31, - "recentSuccessRate": 0.2540983606557377, - "recentTerminal": 122, - "recentWilsonLowerBound": 0.18517041283138747, - "running": 7, - "selectionWeight": 2.1450787329188996, + "queueFactor": 0.8538078581187826, + "queueWeight": 0.8538078581187826, + "recentSuccess": 33, + "recentSuccessRate": 0.264, + "recentTerminal": 125, + "recentWilsonLowerBound": 0.19459735007876186, + "running": 6, + "selectionWeight": 2.1345196452969564, "stale": false, "submissionEligible": true, - "throughputPerHour": 20.333333333333332, - "waiting": 19580 + "throughputPerHour": 20.833333333333332, + "waiting": 19578 } }, - "queueAttemptedAt": "2026-10-09T17:03:32.852297+00:00", + "queueAttemptedAt": "2026-10-09T17:16:59.561923+00:00", "queueError": null, - "queueUpdatedAt": "2026-10-09T17:03:32.852297+00:00", + "queueUpdatedAt": "2026-10-09T17:16:59.561923+00:00", "supportedGpus": [ "Cambricon_mlu-370-x4", "Kunlunxin_p-800", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index c02682224b..f5ce5f9637 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-10-09T17:10:43.975397+00:00", + "catalogUpdatedAt": "2026-10-09T17:16:59.561923+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-10-09T17:10:43.975397+00:00", + "generatedAt": "2026-10-09T17:16:59.561923+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -6950,6 +6950,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-10-09T17:10:43.975397+00:00", + "taskTreeUpdatedAt": "2026-10-09T17:16:59.561923+00:00", "version": 1 } diff --git a/manifest.json b/manifest.json index 2a5c7b630a..ad5e3c71a5 100644 --- a/manifest.json +++ b/manifest.json @@ -4,8 +4,8 @@ ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1", ".modelhub_state/architecture_compatibility_blacklist.json": "964b833c7f0a4c311fce360a92b5714cd3870d6270d2f36319971d4e9a0c5c55", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", - ".modelhub_state/market_intelligence.json": "6a767605dc24687c244a3345e8aaf68699136bead8d4799651b9f3e13b5fa5a4", - ".modelhub_state/official_capabilities.json": "76279e92c274d8d614797063fa156e672095e9104066e0e0ae29a2e48241b8b5", + ".modelhub_state/market_intelligence.json": "67a5f5a6eb3a1babe2046f03cf514c0e4a087f5f8ee1399074a9b7e4fc78d7ae", + ".modelhub_state/official_capabilities.json": "5f0c059c9d0e8628b08cb22d37d12fbb205a11091cb8ce8f44227483f93f5387", ".modelhub_state/outcome_checkpoint.json": "6549c72dd8d204aeb9cb51a20f281a1489bab8506b312a2af6a84774d3bab41b", ".modelhub_state/queue_cleanup_latest.json": "6bd7410408af5468e99348be604af5edd3244caa644d157b3df31a34072e7b8e", ".modelhub_state/recent_outcomes.jsonl": "2b3904ff7ad85e460b57c6c14f20706932c45c6ab91635bbb5c3901d2fa25957", @@ -17,9 +17,9 @@ "ledger/submissions.jsonl": "5e0b349095cb4da74a76c1ae5361b0e6105acfd6c9a8ec6909285efe6492e244", "outcomes/submissions.jsonl": "0d9d35c666a29f75a723c4d4e433a9d0da8715046e0d925d7a370c19b3b3d658" }, - "generation": 22659, + "generation": 22660, "phase": "cycle", "schemaVersion": 1, - "updatedAt": "2026-10-09T17:14:13.030849+00:00", + "updatedAt": "2026-10-09T17:17:02.671723+00:00", "writerId": "dc0ce4714e0442da8f6b0a08a8a7cb03" }