diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 3b47fc599b..57ef3c1d5d 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -396,51 +396,51 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-27T05:59:14.166030+00:00", + "generatedAt": "2026-09-27T06:01:12.554523+00:00", "gpuStats": { "Ascend_910-b4": { "available": true, - "backlogHours": 1359.6666666666667, + "backlogHours": 1327.906976744186, "canVerify": true, "error": null, "gpu": "Ascend_910-b4", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 1.2492512845866868, - "queueFactor": 0.9177458159195768, - "queueWeight": 0.9177458159195768, - "recentSuccess": 50, - "recentSuccessRate": 0.3968253968253968, - "recentTerminal": 126, - "recentWilsonLowerBound": 0.31566950403605964, + "qualityFactor": 1.3214542378357375, + "queueFactor": 0.9251793516114443, + "queueWeight": 0.9251793516114443, + "recentSuccess": 54, + "recentSuccessRate": 0.4186046511627907, + "recentTerminal": 129, + "recentWilsonLowerBound": 0.33703226754400983, "running": 8, - "selectionWeight": 1.1464951394615883, + "selectionWeight": 1.222582174945063, "stale": false, "submissionEligible": true, - "throughputPerHour": 21.0, - "waiting": 28553 + "throughputPerHour": 21.5, + "waiting": 28550 }, "Biren_166m": { "available": true, - "backlogHours": 140.77456647398844, + "backlogHours": 145.21428571428572, "canVerify": true, "error": null, "gpu": "Biren_166m", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.14693884085903797, - "queueFactor": 1.2896107687373624, - "queueWeight": 1.2896107687373624, - "recentSuccess": 29, - "recentSuccessRate": 0.1676300578034682, - "recentTerminal": 173, - "recentWilsonLowerBound": 0.11932367763160705, + "qualityFactor": 0.13107194231406538, + "queueFactor": 1.2894356638344815, + "queueWeight": 1.2894356638344815, + "recentSuccess": 28, + "recentSuccessRate": 0.16666666666666666, + "recentTerminal": 168, + "recentWilsonLowerBound": 0.11790055491853224, "running": 8, - "selectionWeight": 0.1894939115176009, + "selectionWeight": 0.16900883694781177, "stale": false, "submissionEligible": false, - "throughputPerHour": 28.833333333333332, - "waiting": 4059 + "throughputPerHour": 28.0, + "waiting": 4066 }, "Cambricon_mlu-370-x4": { "available": true, @@ -450,15 +450,15 @@ "gpu": "Cambricon_mlu-370-x4", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.29106756935794126, - "queueFactor": 0.9097601734998134, - "queueWeight": 0.9097601734998134, - "recentSuccess": 16, - "recentSuccessRate": 0.25396825396825395, + "qualityFactor": 0.31580393916040833, + "queueFactor": 0.9138832541581459, + "queueWeight": 0.9138832541581459, + "recentSuccess": 17, + "recentSuccessRate": 0.2698412698412698, "recentTerminal": 63, - "recentWilsonLowerBound": 0.1628027458309815, + "recentWilsonLowerBound": 0.17583701687980416, "running": 7, - "selectionWeight": 0.2648016823992496, + "selectionWeight": 0.28860793159587506, "stale": false, "submissionEligible": true, "throughputPerHour": 10.5, @@ -466,29 +466,29 @@ }, "Cambricon_mlu-370-x8": { "available": true, - "backlogHours": 421.632, + "backlogHours": 435.8677685950413, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.36554364475802065, - "queueFactor": 1.0939494294515875, - "queueWeight": 1.0939494294515875, - "recentSuccess": 31, - "recentSuccessRate": 0.248, - "recentTerminal": 125, - "recentWilsonLowerBound": 0.18056639010525916, + "qualityFactor": 0.33064507882620076, + "queueFactor": 1.093447324181481, + "queueWeight": 1.093447324181481, + "recentSuccess": 30, + "recentSuccessRate": 0.24793388429752067, + "recentTerminal": 121, + "recentWilsonLowerBound": 0.17954610919821687, "running": 7, - "selectionWeight": 0.3998862616226905, + "selectionWeight": 0.3615429766962841, "stale": false, "submissionEligible": true, - "throughputPerHour": 20.833333333333332, - "waiting": 8784 + "throughputPerHour": 20.166666666666668, + "waiting": 8790 }, "Iluvatar_bi-100": { "available": true, - "backlogHours": 36.78474114441417, + "backlogHours": 36.25806451612903, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-100", @@ -497,82 +497,82 @@ "qualityFactor": 0.05, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 15, - "recentSuccessRate": 0.04087193460490463, - "recentTerminal": 367, - "recentWilsonLowerBound": 0.024922692697441778, - "running": 25, + "recentSuccess": 14, + "recentSuccessRate": 0.03763440860215054, + "recentTerminal": 372, + "recentWilsonLowerBound": 0.0225479877406087, + "running": 21, "selectionWeight": 0.065, "stale": false, "submissionEligible": false, - "throughputPerHour": 61.166666666666664, - "waiting": 2250 + "throughputPerHour": 62.0, + "waiting": 2248 }, "Iluvatar_bi-150": { "available": true, - "backlogHours": 83.84347826086956, + "backlogHours": 83.60115606936417, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-150", "healthFactor": 1.0, "maxConcurrentTasks": 50, - "qualityFactor": 0.10863564111812896, + "qualityFactor": 0.12153572919323696, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 47, - "recentSuccessRate": 0.13623188405797101, - "recentTerminal": 345, - "recentWilsonLowerBound": 0.10401752210423754, + "recentSuccess": 51, + "recentSuccessRate": 0.14739884393063585, + "recentTerminal": 346, + "recentWilsonLowerBound": 0.11392109172037264, "running": 1, - "selectionWeight": 0.14122633345356764, + "selectionWeight": 0.15799644795120807, "stale": false, "submissionEligible": false, - "throughputPerHour": 57.5, + "throughputPerHour": 57.666666666666664, "waiting": 4821 }, "Iluvatar_mrv-100": { "available": true, - "backlogHours": 2592.972972972973, + "backlogHours": 2665.3333333333335, "canVerify": true, "error": null, "gpu": "Iluvatar_mrv-100", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.5546961859309033, - "queueFactor": 0.8330433124378381, - "queueWeight": 0.8330433124378381, + "qualityFactor": 0.5419143493593478, + "queueFactor": 0.8333709351091848, + "queueWeight": 0.8333709351091848, "recentSuccess": 13, - "recentSuccessRate": 0.35135135135135137, - "recentTerminal": 37, - "recentWilsonLowerBound": 0.21825406631100872, + "recentSuccessRate": 0.3611111111111111, + "recentTerminal": 36, + "recentWilsonLowerBound": 0.2247538679218132, "running": 2, - "selectionWeight": 0.46208594812451464, + "selectionWeight": 0.4516156680746851, "stale": false, "submissionEligible": true, - "throughputPerHour": 6.166666666666667, - "waiting": 15990 + "throughputPerHour": 6.0, + "waiting": 15992 }, "Kunlunxin_p-800": { "available": true, - "backlogHours": 467.7560975609756, + "backlogHours": 464.0806451612903, "canVerify": true, "error": null, "gpu": "Kunlunxin_p-800", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.37923543530241877, - "queueFactor": 1.077046272783456, - "queueWeight": 1.077046272783456, + "qualityFactor": 0.34097879571948536, + "queueFactor": 1.083208504218605, + "queueWeight": 1.083208504218605, "recentSuccess": 31, - "recentSuccessRate": 0.25203252032520324, - "recentTerminal": 123, - "recentWilsonLowerBound": 0.18360980012600733, + "recentSuccessRate": 0.25, + "recentTerminal": 124, + "recentWilsonLowerBound": 0.18207534390170776, "running": 8, - "selectionWeight": 0.4084541120998816, + "selectionWeight": 0.36935113128156505, "stale": false, "submissionEligible": true, - "throughputPerHour": 20.5, - "waiting": 9589 + "throughputPerHour": 20.666666666666668, + "waiting": 9591 }, "MetaX_c-500": { "available": true, @@ -582,15 +582,15 @@ "gpu": "MetaX_c-500", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 0.5522409861443884, - "queueFactor": 1.0574103666086148, - "queueWeight": 1.0574103666086148, - "recentSuccess": 35, - "recentSuccessRate": 0.2916666666666667, + "qualityFactor": 0.4687039439548827, + "queueFactor": 1.062202605659608, + "queueWeight": 1.062202605659608, + "recentSuccess": 34, + "recentSuccessRate": 0.2833333333333333, "recentTerminal": 120, - "recentWilsonLowerBound": 0.21781442705981954, - "running": 5, - "selectionWeight": 0.5839453436152408, + "recentWilsonLowerBound": 0.2104050919824472, + "running": 4, + "selectionWeight": 0.4978585505518112, "stale": false, "submissionEligible": true, "throughputPerHour": 20.0, @@ -598,96 +598,96 @@ }, "Mthreads_s4000": { "available": true, - "backlogHours": 2306.072727272727, + "backlogHours": 2305.9636363636364, "canVerify": true, "error": null, "gpu": "Mthreads_s4000", "healthFactor": 1.0, "maxConcurrentTasks": 4, "qualityFactor": 2.5, - "queueFactor": 0.8478252191952681, - "queueWeight": 0.8478252191952681, - "recentSuccess": 31, - "recentSuccessRate": 0.5636363636363636, + "queueFactor": 0.8516736509067242, + "queueWeight": 0.8516736509067242, + "recentSuccess": 32, + "recentSuccessRate": 0.5818181818181818, "recentTerminal": 55, - "recentWilsonLowerBound": 0.43269584078681317, + "recentWilsonLowerBound": 0.4503286833116465, "running": 4, - "selectionWeight": 2.11956304798817, + "selectionWeight": 2.1291841272668104, "stale": false, "submissionEligible": true, "throughputPerHour": 9.166666666666666, - "waiting": 21139 + "waiting": 21138 }, "Sunrise_pt-200-x1": { "available": true, - "backlogHours": 4118.5, + "backlogHours": 4297.826086956522, "canVerify": true, "error": null, "gpu": "Sunrise_pt-200-x1", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.5181235748995495, - "queueFactor": 0.777188597502732, - "queueWeight": 0.777188597502732, + "qualityFactor": 0.5251885788234393, + "queueFactor": 0.7757356558286784, + "queueWeight": 0.7757356558286784, "recentSuccess": 9, - "recentSuccessRate": 0.375, - "recentTerminal": 24, - "recentWilsonLowerBound": 0.21159133433631455, + "recentSuccessRate": 0.391304347826087, + "recentTerminal": 23, + "recentWilsonLowerBound": 0.22157377982382145, "running": 2, - "selectionWeight": 0.40267973450928257, + "selectionWeight": 0.4074075066273322, "stale": false, "submissionEligible": true, - "throughputPerHour": 4.0, - "waiting": 16474 + "throughputPerHour": 3.8333333333333335, + "waiting": 16475 }, "Vastai_va16": { "available": true, - "backlogHours": 772.5137614678898, + "backlogHours": 825.6470588235294, "canVerify": true, "error": null, "gpu": "Vastai_va16", "healthFactor": 1.0, "maxConcurrentTasks": 16, - "qualityFactor": 0.3463100171718816, - "queueFactor": 0.9989674719211051, - "queueWeight": 0.9989674719211051, - "recentSuccess": 27, - "recentSuccessRate": 0.24770642201834864, - "recentTerminal": 109, - "recentWilsonLowerBound": 0.17618414860824205, + "qualityFactor": 0.3003812849375271, + "queueFactor": 0.9935321238070292, + "queueWeight": 0.9935321238070292, + "recentSuccess": 25, + "recentSuccessRate": 0.24509803921568626, + "recentTerminal": 102, + "recentWilsonLowerBound": 0.17188040381978262, "running": 16, - "selectionWeight": 0.34595244235514905, + "selectionWeight": 0.29843845597586566, "stale": false, "submissionEligible": true, - "throughputPerHour": 18.166666666666668, - "waiting": 14034 + "throughputPerHour": 17.0, + "waiting": 14036 }, "hygon_k100-ai": { "available": true, - "backlogHours": 767.2116788321168, + "backlogHours": 790.6917293233082, "canVerify": true, "error": null, "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, - "qualityFactor": 0.1678636907588097, + "qualityFactor": 0.1824985971374056, "queueFactor": 1.0, "queueWeight": 1.0, - "recentSuccess": 25, - "recentSuccessRate": 0.18248175182481752, - "recentTerminal": 137, - "recentWilsonLowerBound": 0.12676767353162913, + "recentSuccess": 26, + "recentSuccessRate": 0.19548872180451127, + "recentTerminal": 133, + "recentWilsonLowerBound": 0.13704293942095672, "running": 6, - "selectionWeight": 0.1678636907588097, + "selectionWeight": 0.1824985971374056, "stale": false, "submissionEligible": false, - "throughputPerHour": 22.833333333333332, - "waiting": 17518 + "throughputPerHour": 22.166666666666668, + "waiting": 17527 } }, - "queueAttemptedAt": "2026-09-27T05:50:08.570626+00:00", + "queueAttemptedAt": "2026-09-27T06:01:12.554523+00:00", "queueError": null, - "queueUpdatedAt": "2026-09-27T05:50:08.570626+00:00", + "queueUpdatedAt": "2026-09-27T06:01:12.554523+00:00", "supportedGpus": [ "Vastai_va16", "Cambricon_mlu-370-x4", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index eb4b0db46c..1963e3b412 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-27T05:59:14.166030+00:00", + "catalogUpdatedAt": "2026-09-27T06:01:12.554523+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-27T05:59:14.166030+00:00", + "generatedAt": "2026-09-27T06:01:12.554523+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -6190,6 +6190,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-27T05:59:14.166030+00:00", + "taskTreeUpdatedAt": "2026-09-27T06:01:12.554523+00:00", "version": 1 } diff --git a/manifest.json b/manifest.json index 04754d1ce2..4749b063bf 100644 --- a/manifest.json +++ b/manifest.json @@ -4,8 +4,8 @@ ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1", ".modelhub_state/architecture_compatibility_blacklist.json": "9c682a3166ab6d7cd53791dad758bdd0529b29f785c4a872a4dbcac17888bb22", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", - ".modelhub_state/market_intelligence.json": "5ef4335631051efdc7dfe0b2e918ba60acd2214cd6ce1863f4f3728660153424", - ".modelhub_state/official_capabilities.json": "d69a63fbe8d9cbe13ca1b80a80683eab2a2674efd3bc9ecebaf2ce324b926e05", + ".modelhub_state/market_intelligence.json": "281eed74b7bbe1fb3e1c99cae46e6fe37e61db7e32e9674d7e25dd32e13d4eab", + ".modelhub_state/official_capabilities.json": "d26de8ec53e99f069543c1d5ca7230d1b2c5cbeb833585df3322314a933e5777", ".modelhub_state/outcome_checkpoint.json": "39ccf229815ac385b96bff98a937b44d78461ed396fe260dd05d34ccea44182d", ".modelhub_state/queue_cleanup_latest.json": "b69db35ea5af4823fabc8c6619e19c96122a741133f3b8872b1f872f790bc44e", ".modelhub_state/recent_outcomes.jsonl": "ee660e2e4dd35948a82b7313a4633d5f5bc6f9dbea4bd4efbc7fdd8fa633478f", @@ -17,9 +17,9 @@ "ledger/submissions.jsonl": "9c81a6b4d3cd8b4832b1644a04e732d0e29d5ce9635ee6f738f72afc7c0be6e1", "outcomes/submissions.jsonl": "98d23c0b5b8ac847c464c746e07949b779475779f0f59984b36e6b8ab7481a15" }, - "generation": 17095, + "generation": 17096, "phase": "cycle", "schemaVersion": 1, - "updatedAt": "2026-09-27T05:59:28.839778+00:00", + "updatedAt": "2026-09-27T06:02:11.434717+00:00", "writerId": "6e8ddfbd92ca45ccaf79298516f8a6ea" }