diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 40ad1ed5f..258a82c21 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -434,121 +434,121 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-10-01T01:13:10.264929+00:00", + "generatedAt": "2026-10-01T01:16:36.658178+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 1047.2516129032258, + "backlogHours": 1067.7631578947369, "canVerify": true, "error": null, "gpu": "Ascend_910-b3", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 2.275892621138161, - "queueFactor": 0.9490146123958295, - "queueWeight": 0.9490146123958295, - "recentSuccess": 50, - "recentSuccessRate": 0.3225806451612903, - "recentTerminal": 155, - "recentWilsonLowerBound": 0.25404712195258156, + "qualityFactor": 1.8290041955159309, + "queueFactor": 0.9477832268934742, + "queueWeight": 0.9477832268934742, + "recentSuccess": 47, + "recentSuccessRate": 0.3092105263157895, + "recentTerminal": 152, + "recentWilsonLowerBound": 0.24119850644698562, "running": 8, - "selectionWeight": 2.1598553537039606, + "selectionWeight": 1.7334994984277916, "stale": false, "submissionEligible": true, - "throughputPerHour": 25.833333333333332, - "waiting": 27054 + "throughputPerHour": 25.333333333333332, + "waiting": 27050 }, "Ascend_910-b4": { "available": true, - "backlogHours": 1166.6, + "backlogHours": 1158.7549668874171, "canVerify": true, "error": null, "gpu": "Ascend_910-b4", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 2.3296438027574125, - "queueFactor": 0.9337750365705443, - "queueWeight": 0.9337750365705443, - "recentSuccess": 49, - "recentSuccessRate": 0.32666666666666666, - "recentTerminal": 150, - "recentWilsonLowerBound": 0.2567570339087464, + "qualityFactor": 2.1769778068937664, + "queueFactor": 0.9362277662614144, + "queueWeight": 0.9362277662614144, + "recentSuccess": 50, + "recentSuccessRate": 0.33112582781456956, + "recentTerminal": 151, + "recentWilsonLowerBound": 0.2610694860590277, "running": 8, - "selectionWeight": 2.1753632271161445, + "selectionWeight": 2.0381470693488235, "stale": false, "submissionEligible": true, - "throughputPerHour": 25.0, - "waiting": 29165 + "throughputPerHour": 25.166666666666668, + "waiting": 29162 }, "Biren_166m": { "available": true, - "backlogHours": 119.82524271844659, + "backlogHours": 119.07246376811594, "canVerify": true, "error": null, "gpu": "Biren_166m", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.5891579436875918, + "qualityFactor": 0.5613620300329748, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 38, - "recentSuccessRate": 0.18446601941747573, - "recentTerminal": 206, - "recentWilsonLowerBound": 0.13744610824189063, + "recentSuccess": 39, + "recentSuccessRate": 0.18840579710144928, + "recentTerminal": 207, + "recentWilsonLowerBound": 0.14099563714003455, "running": 8, - "selectionWeight": 0.7659053267938694, + "selectionWeight": 0.7297706390428673, "stale": false, "submissionEligible": false, - "throughputPerHour": 34.333333333333336, - "waiting": 4114 + "throughputPerHour": 34.5, + "waiting": 4108 }, "Cambricon_mlu-370-x4": { "available": true, - "backlogHours": 783.1016949152541, + "backlogHours": 847.7064220183486, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x4", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.28447655131745414, - "queueFactor": 0.9913062186480903, - "queueWeight": 0.9913062186480903, - "recentSuccess": 18, - "recentSuccessRate": 0.15254237288135594, - "recentTerminal": 118, - "recentWilsonLowerBound": 0.09872152901674448, + "qualityFactor": 0.26197509776393024, + "queueFactor": 0.9811681396748358, + "queueWeight": 0.9811681396748358, + "recentSuccess": 17, + "recentSuccessRate": 0.1559633027522936, + "recentTerminal": 109, + "recentWilsonLowerBound": 0.09971462165945089, "running": 7, - "selectionWeight": 0.2820033743805549, + "selectionWeight": 0.2570416193141687, "stale": false, "submissionEligible": false, - "throughputPerHour": 19.666666666666668, - "waiting": 15401 + "throughputPerHour": 18.166666666666668, + "waiting": 15400 }, "Cambricon_mlu-370-x8": { "available": true, - "backlogHours": 355.48993288590606, + "backlogHours": 355.5704697986577, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.45286163390218914, - "queueFactor": 1.115980122679523, - "queueWeight": 1.115980122679523, - "recentSuccess": 26, - "recentSuccessRate": 0.174496644295302, + "qualityFactor": 0.49644844842348884, + "queueFactor": 1.1177415763830654, + "queueWeight": 1.1177415763830654, + "recentSuccess": 28, + "recentSuccessRate": 0.18791946308724833, "recentTerminal": 149, - "recentWilsonLowerBound": 0.12195321718076814, + "recentWilsonLowerBound": 0.13333589924508107, "running": 7, - "selectionWeight": 0.5053845817590142, + "selectionWeight": 0.5549010713337973, "stale": false, "submissionEligible": false, "throughputPerHour": 24.833333333333332, - "waiting": 8828 + "waiting": 8830 }, "Iluvatar_bi-100": { "available": true, - "backlogHours": 36.53781512605042, + "backlogHours": 36.266666666666666, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-100", @@ -558,196 +558,196 @@ "queueFactor": 1.3, "queueWeight": 1.3, "recentSuccess": 7, - "recentSuccessRate": 0.0196078431372549, - "recentTerminal": 357, - "recentWilsonLowerBound": 0.009529672825197906, + "recentSuccessRate": 0.019444444444444445, + "recentTerminal": 360, + "recentWilsonLowerBound": 0.00944999595030477, "running": 24, "selectionWeight": 0.065, "stale": false, "submissionEligible": false, - "throughputPerHour": 59.5, - "waiting": 2174 + "throughputPerHour": 60.0, + "waiting": 2176 }, "Iluvatar_bi-150": { "available": true, - "backlogHours": 151.2878048780488, + "backlogHours": 153.4752475247525, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-150", "healthFactor": 1.0, "maxConcurrentTasks": 50, - "qualityFactor": 0.2688422232745409, - "queueFactor": 1.268556944027783, - "queueWeight": 1.268556944027783, - "recentSuccess": 28, - "recentSuccessRate": 0.13658536585365855, - "recentTerminal": 205, - "recentWilsonLowerBound": 0.09621731612319205, + "qualityFactor": 0.2274588615258988, + "queueFactor": 1.2678693613644476, + "queueWeight": 1.2678693613644476, + "recentSuccess": 27, + "recentSuccessRate": 0.13366336633663367, + "recentTerminal": 202, + "recentWilsonLowerBound": 0.09351240620350922, "running": 5, - "selectionWeight": 0.3410416691827865, + "selectionWeight": 0.28838812149952564, "stale": false, "submissionEligible": false, - "throughputPerHour": 34.166666666666664, - "waiting": 5169 + "throughputPerHour": 33.666666666666664, + "waiting": 5167 }, "Iluvatar_mrv-100": { "available": true, - "backlogHours": 2052.391304347826, + "backlogHours": 2097.733333333333, "canVerify": true, "error": null, "gpu": "Iluvatar_mrv-100", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.9803217309687313, - "queueFactor": 0.8579096053148562, - "queueWeight": 0.8579096053148562, + "qualityFactor": 0.9292773492674193, + "queueFactor": 0.8564809673019484, + "queueWeight": 0.8564809673019484, "recentSuccess": 13, - "recentSuccessRate": 0.2826086956521739, - "recentTerminal": 46, - "recentWilsonLowerBound": 0.1732404154491407, - "running": 2, - "selectionWeight": 0.8410274292969608, + "recentSuccessRate": 0.28888888888888886, + "recentTerminal": 45, + "recentWilsonLowerBound": 0.17729918031900158, + "running": 1, + "selectionWeight": 0.7959083629923499, "stale": false, "submissionEligible": true, - "throughputPerHour": 7.666666666666667, - "waiting": 15735 + "throughputPerHour": 7.5, + "waiting": 15733 }, "Kunlunxin_p-800": { "available": true, - "backlogHours": 292.012987012987, + "backlogHours": 290.20645161290327, "canVerify": true, "error": null, "gpu": "Kunlunxin_p-800", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.37877980060622163, - "queueFactor": 1.149397452341796, - "queueWeight": 1.149397452341796, - "recentSuccess": 25, - "recentSuccessRate": 0.16233766233766234, - "recentTerminal": 154, - "recentWilsonLowerBound": 0.11244242622704335, + "qualityFactor": 0.37321973327819785, + "queueFactor": 1.1523229167090638, + "queueWeight": 1.1523229167090638, + "recentSuccess": 26, + "recentSuccessRate": 0.16774193548387098, + "recentTerminal": 155, + "recentWilsonLowerBound": 0.1171182480341112, "running": 8, - "selectionWeight": 0.43536853781532464, + "selectionWeight": 0.43006965162451183, "stale": false, "submissionEligible": false, - "throughputPerHour": 25.666666666666668, - "waiting": 7495 + "throughputPerHour": 25.833333333333332, + "waiting": 7497 }, "MetaX_c-500": { "available": true, - "backlogHours": 557.6814159292036, + "backlogHours": 552.7894736842105, "canVerify": true, "error": null, "gpu": "MetaX_c-500", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 1.3522394428085573, - "queueFactor": 1.0430920353983761, - "queueWeight": 1.0430920353983761, - "recentSuccess": 31, - "recentSuccessRate": 0.2743362831858407, - "recentTerminal": 113, - "recentWilsonLowerBound": 0.2005129306491566, + "qualityFactor": 1.2983137370958842, + "queueFactor": 1.0461556231108893, + "queueWeight": 1.0461556231108893, + "recentSuccess": 32, + "recentSuccessRate": 0.2807017543859649, + "recentTerminal": 114, + "recentWilsonLowerBound": 0.2064060006774648, "running": 4, - "selectionWeight": 1.4105101927451442, + "selectionWeight": 1.358238216624972, "stale": false, "submissionEligible": true, - "throughputPerHour": 18.833333333333332, + "throughputPerHour": 19.0, "waiting": 10503 }, "Mthreads_s4000": { "available": true, - "backlogHours": 1420.0645161290322, + "backlogHours": 1435.2391304347825, "canVerify": true, "error": null, "gpu": "Mthreads_s4000", "healthFactor": 1.0, "maxConcurrentTasks": 4, "qualityFactor": 2.5, - "queueFactor": 0.9066388895654375, - "queueWeight": 0.9066388895654375, - "recentSuccess": 33, - "recentSuccessRate": 0.3548387096774194, - "recentTerminal": 93, - "recentWilsonLowerBound": 0.26512726316736557, + "queueFactor": 0.9066540762460712, + "queueWeight": 0.9066540762460712, + "recentSuccess": 34, + "recentSuccessRate": 0.3695652173913043, + "recentTerminal": 92, + "recentWilsonLowerBound": 0.27801481252642296, "running": 4, - "selectionWeight": 2.266597223913594, + "selectionWeight": 2.266635190615178, "stale": false, "submissionEligible": true, - "throughputPerHour": 15.5, - "waiting": 22011 + "throughputPerHour": 15.333333333333334, + "waiting": 22007 }, "Sunrise_pt-200-x1": { "available": true, - "backlogHours": 755.4179104477612, + "backlogHours": 744.1764705882352, "canVerify": true, "error": null, "gpu": "Sunrise_pt-200-x1", "healthFactor": 1.0, "maxConcurrentTasks": 2, "qualityFactor": 0.05, - "queueFactor": 0.9966724727287294, - "queueWeight": 0.9966724727287294, - "recentSuccess": 8, - "recentSuccessRate": 0.05970149253731343, - "recentTerminal": 134, - "recentWilsonLowerBound": 0.03055866769359481, + "queueFactor": 1.0005271275385057, + "queueWeight": 1.0005271275385057, + "recentSuccess": 9, + "recentSuccessRate": 0.0661764705882353, + "recentTerminal": 136, + "recentWilsonLowerBound": 0.03520277178641907, "running": 2, - "selectionWeight": 0.049833623636436473, + "selectionWeight": 0.05002635637692529, "stale": false, "submissionEligible": false, - "throughputPerHour": 22.333333333333332, - "waiting": 16871 + "throughputPerHour": 22.666666666666668, + "waiting": 16868 }, "Vastai_va16": { "available": true, - "backlogHours": 737.4240000000001, + "backlogHours": 749.4146341463414, "canVerify": true, "error": null, "gpu": "Vastai_va16", "healthFactor": 1.0, "maxConcurrentTasks": 16, - "qualityFactor": 0.10147668300531744, - "queueFactor": 1.0002831774590224, - "queueWeight": 1.0002831774590224, - "recentSuccess": 13, - "recentSuccessRate": 0.104, - "recentTerminal": 125, - "recentWilsonLowerBound": 0.06179038026684163, + "qualityFactor": 0.0590813245020817, + "queueFactor": 0.999474994175225, + "queueWeight": 0.999474994175225, + "recentSuccess": 11, + "recentSuccessRate": 0.08943089430894309, + "recentTerminal": 123, + "recentWilsonLowerBound": 0.05067040745524362, "running": 16, - "selectionWeight": 0.10150541891456091, + "selectionWeight": 0.059050306462582684, "stale": false, "submissionEligible": false, - "throughputPerHour": 20.833333333333332, + "throughputPerHour": 20.5, "waiting": 15363 }, "hygon_k100-ai": { "available": true, - "backlogHours": 740.2105263157895, + "backlogHours": 775.903448275862, "canVerify": true, "error": null, "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, - "qualityFactor": 0.34988667381489363, - "queueFactor": 0.9997174359952681, - "queueWeight": 0.9997174359952681, + "qualityFactor": 0.3505034623177233, + "queueFactor": 0.9942809214431663, + "queueWeight": 0.9942809214431663, "recentSuccess": 24, - "recentSuccessRate": 0.15789473684210525, - "recentTerminal": 152, - "recentWilsonLowerBound": 0.10845931073666491, + "recentSuccessRate": 0.16551724137931034, + "recentTerminal": 145, + "recentWilsonLowerBound": 0.11382248778254252, "running": 6, - "selectionWeight": 0.3497878084351382, + "selectionWeight": 0.348498905482286, "stale": false, "submissionEligible": false, - "throughputPerHour": 25.333333333333332, - "waiting": 18752 + "throughputPerHour": 24.166666666666668, + "waiting": 18751 } }, - "queueAttemptedAt": "2026-10-01T01:04:23.154983+00:00", + "queueAttemptedAt": "2026-10-01T01:16:36.658178+00:00", "queueError": null, - "queueUpdatedAt": "2026-10-01T01:04:23.154983+00:00", + "queueUpdatedAt": "2026-10-01T01:16:36.658178+00:00", "supportedGpus": [ "Vastai_va16", "Cambricon_mlu-370-x4", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 3796fd7b7..1ac73c6c8 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-10-01T01:13:10.264929+00:00", + "catalogUpdatedAt": "2026-10-01T01:16:36.658178+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-10-01T01:13:10.264929+00:00", + "generatedAt": "2026-10-01T01:16:36.658178+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -6381,6 +6381,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-10-01T01:13:10.264929+00:00", + "taskTreeUpdatedAt": "2026-10-01T01:16:36.658178+00:00", "version": 1 } diff --git a/manifest.json b/manifest.json index e94179a60..9b4ae742e 100644 --- a/manifest.json +++ b/manifest.json @@ -4,8 +4,8 @@ ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1", ".modelhub_state/architecture_compatibility_blacklist.json": "0fc454f37d4303eaf77a5666a11f5c746cd68e279961dac31a40ac5ee0390391", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", - ".modelhub_state/market_intelligence.json": "f02dd307867a8930f76b3363eb2751629adf1bf7a09a2207b472a4b40cce3fa4", - ".modelhub_state/official_capabilities.json": "5297a349e4813dabd153ea3c59d1f8f82caada373c0bbd44fb54fa18dc225001", + ".modelhub_state/market_intelligence.json": "7abec719476154aacbabcbadd52169cedc3727999d1da89cf25f79e2544ca2d6", + ".modelhub_state/official_capabilities.json": "7a36d2ba79ae3eff6a584d515f59d5eafe76c55ed55854fd99af16f2165154aa", ".modelhub_state/outcome_checkpoint.json": "d80eae2de5883365202764da9517b4dbeef96631295ba39ffa0d84b63c575fd9", ".modelhub_state/queue_cleanup_latest.json": "93396da4027af4e58582ccd8e565802a814eb12cd093c18539afd5847ee0d710", ".modelhub_state/recent_outcomes.jsonl": "c8956fbec12e70b2f02cde2cc50874239cc814efc6a3294217fce6cbf45ba00a", @@ -17,9 +17,9 @@ "ledger/submissions.jsonl": "80618c65853f9fe392f24d88c171ba868174693fb646e47721db0f3428a49101", "outcomes/submissions.jsonl": "7fce63fbf3624c493e24419500fef35d6ba9aa06229a0c95716f6d0ba7c82eac" }, - "generation": 19010, + "generation": 19011, "phase": "cycle", "schemaVersion": 1, - "updatedAt": "2026-10-01T01:13:22.591972+00:00", + "updatedAt": "2026-10-01T01:17:55.662177+00:00", "writerId": "a812d0e025c3474eb16b828a4d987334" }