diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 0e73461d2c..a583f65c3f 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -443,55 +443,55 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-10-10T20:59:46.766394+00:00", + "generatedAt": "2026-10-10T21:03:05.988267+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 745.3805309734514, + "backlogHours": 776.184331797235, "canVerify": true, "error": null, "gpu": "Ascend_910-b3", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.5079939216503404, - "queueFactor": 0.9038709536291231, - "queueWeight": 0.9038709536291231, - "recentSuccess": 47, - "recentSuccessRate": 0.2079646017699115, - "recentTerminal": 226, - "recentWilsonLowerBound": 0.16014944563755412, + "qualityFactor": 0.48511651090511504, + "queueFactor": 0.9050400670713934, + "queueWeight": 0.9050400670713934, + "recentSuccess": 46, + "recentSuccessRate": 0.2119815668202765, + "recentTerminal": 217, + "recentWilsonLowerBound": 0.16285392256518183, "running": 8, - "selectionWeight": 0.4591609503998912, + "selectionWeight": 0.43904987956700564, "stale": false, "submissionEligible": true, - "throughputPerHour": 37.666666666666664, - "waiting": 28076 + "throughputPerHour": 36.166666666666664, + "waiting": 28072 }, "Ascend_910-b4": { "available": true, - "backlogHours": 681.1217712177122, + "backlogHours": 718.0856031128404, "canVerify": true, "error": null, "gpu": "Ascend_910-b4", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.41529666555795963, - "queueFactor": 0.9161770798318506, - "queueWeight": 0.9161770798318506, - "recentSuccess": 51, - "recentSuccessRate": 0.1881918819188192, - "recentTerminal": 271, - "recentWilsonLowerBound": 0.1461344737089257, + "qualityFactor": 0.38915071961067593, + "queueFactor": 0.9156639245169359, + "queueWeight": 0.9156639245169359, + "recentSuccess": 49, + "recentSuccessRate": 0.19066147859922178, + "recentTerminal": 257, + "recentWilsonLowerBound": 0.14732803524452862, "running": 8, - "selectionWeight": 0.3804852863147961, + "selectionWeight": 0.35633127514730123, "stale": false, "submissionEligible": false, - "throughputPerHour": 45.166666666666664, - "waiting": 30764 + "throughputPerHour": 42.833333333333336, + "waiting": 30758 }, "Biren_166m": { "available": true, - "backlogHours": 35.03649635036496, + "backlogHours": 35.23623011015912, "canVerify": true, "error": null, "gpu": "Biren_166m", @@ -501,63 +501,63 @@ "queueFactor": 1.3, "queueWeight": 1.3, "recentSuccess": 38, - "recentSuccessRate": 0.046228710462287104, - "recentTerminal": 822, - "recentWilsonLowerBound": 0.03386340761663869, + "recentSuccessRate": 0.046511627906976744, + "recentTerminal": 817, + "recentWilsonLowerBound": 0.034071784600362885, "running": 8, "selectionWeight": 0.065, "stale": false, "submissionEligible": false, - "throughputPerHour": 137.0, - "waiting": 4800 + "throughputPerHour": 136.16666666666666, + "waiting": 4798 }, "Cambricon_mlu-370-x4": { "available": true, - "backlogHours": 429.4173913043478, + "backlogHours": 457.1388888888889, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x4", "healthFactor": 1.0, "maxConcurrentTasks": 7, "qualityFactor": 0.05, - "queueFactor": 0.9818184584398821, - "queueWeight": 0.9818184584398821, - "recentSuccess": 12, - "recentSuccessRate": 0.05217391304347826, - "recentTerminal": 230, - "recentWilsonLowerBound": 0.030094015905274992, + "queueFactor": 0.9798403319398767, + "queueWeight": 0.9798403319398767, + "recentSuccess": 13, + "recentSuccessRate": 0.06018518518518518, + "recentTerminal": 216, + "recentWilsonLowerBound": 0.03550604178741986, "running": 7, - "selectionWeight": 0.04909092292199411, + "selectionWeight": 0.04899201659699384, "stale": false, "submissionEligible": false, - "throughputPerHour": 38.333333333333336, - "waiting": 16461 + "throughputPerHour": 36.0, + "waiting": 16457 }, "Cambricon_mlu-370-x8": { "available": true, - "backlogHours": 123.84331797235023, + "backlogHours": 126.45176470588237, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, "qualityFactor": 0.05, - "queueFactor": 1.1831294103612608, - "queueWeight": 1.1831294103612608, - "recentSuccess": 31, - "recentSuccessRate": 0.07142857142857142, - "recentTerminal": 434, - "recentWilsonLowerBound": 0.05077397923822406, + "queueFactor": 1.188156923102106, + "queueWeight": 1.188156923102106, + "recentSuccess": 30, + "recentSuccessRate": 0.07058823529411765, + "recentTerminal": 425, + "recentWilsonLowerBound": 0.04988912437524054, "running": 7, - "selectionWeight": 0.059156470518063047, + "selectionWeight": 0.059407846155105304, "stale": false, "submissionEligible": false, - "throughputPerHour": 72.33333333333333, - "waiting": 8958 + "throughputPerHour": 70.83333333333333, + "waiting": 8957 }, "Iluvatar_bi-100": { "available": true, - "backlogHours": 5.036852814831563, + "backlogHours": 5.038209360162786, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-100", @@ -566,20 +566,20 @@ "qualityFactor": 0.05, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 2, - "recentSuccessRate": 0.0004521817770743839, + "recentSuccess": 3, + "recentSuccessRate": 0.0006782726656115759, "recentTerminal": 4423, - "recentWilsonLowerBound": 0.00012401071676304258, + "recentWilsonLowerBound": 0.00023069594947030118, "running": 24, "selectionWeight": 0.065, "stale": false, "submissionEligible": false, "throughputPerHour": 737.1666666666666, - "waiting": 3713 + "waiting": 3714 }, "Iluvatar_bi-150": { "available": true, - "backlogHours": 13.157692307692308, + "backlogHours": 13.071633237822349, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-150", @@ -588,148 +588,148 @@ "qualityFactor": 0.05, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 47, - "recentSuccessRate": 0.015064102564102564, - "recentTerminal": 3120, - "recentWilsonLowerBound": 0.011347466249019946, + "recentSuccess": 51, + "recentSuccessRate": 0.01623686723973257, + "recentTerminal": 3141, + "recentWilsonLowerBound": 0.012371196736268918, "running": 7, "selectionWeight": 0.065, "stale": false, "submissionEligible": false, - "throughputPerHour": 520.0, - "waiting": 6842 + "throughputPerHour": 523.5, + "waiting": 6843 }, "Iluvatar_mrv-100": { "available": true, - "backlogHours": 1753.5849056603772, + "backlogHours": 1822.3529411764705, "canVerify": true, "error": null, "gpu": "Iluvatar_mrv-100", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.3462670647753545, - "queueFactor": 0.7950127931997315, - "queueWeight": 0.7950127931997315, - "recentSuccess": 12, - "recentSuccessRate": 0.22641509433962265, - "recentTerminal": 53, - "recentWilsonLowerBound": 0.13454499977265524, + "qualityFactor": 0.2707814022361074, + "queueFactor": 0.7962834020312621, + "queueWeight": 0.7962834020312621, + "recentSuccess": 11, + "recentSuccessRate": 0.21568627450980393, + "recentTerminal": 51, + "recentWilsonLowerBound": 0.12493811244188556, "running": 2, - "selectionWeight": 0.27528674636012695, + "selectionWeight": 0.21561873617936322, "stale": false, "submissionEligible": false, - "throughputPerHour": 8.833333333333334, + "throughputPerHour": 8.5, "waiting": 15490 }, "Kunlunxin_p-800": { "available": true, - "backlogHours": 198.13793103448276, + "backlogHours": 199.55212355212356, "canVerify": true, "error": null, "gpu": "Kunlunxin_p-800", "healthFactor": 1.0, "maxConcurrentTasks": 8, "qualityFactor": 0.05, - "queueFactor": 1.1026000136441454, - "queueWeight": 1.1026000136441454, + "queueFactor": 1.1095684109116735, + "queueWeight": 1.1095684109116735, "recentSuccess": 14, - "recentSuccessRate": 0.05363984674329502, - "recentTerminal": 261, - "recentWilsonLowerBound": 0.032217366582072055, + "recentSuccessRate": 0.05405405405405406, + "recentTerminal": 259, + "recentWilsonLowerBound": 0.032468249537384995, "running": 8, - "selectionWeight": 0.055130000682207275, + "selectionWeight": 0.055478420545583676, "stale": false, "submissionEligible": false, - "throughputPerHour": 43.5, - "waiting": 8619 + "throughputPerHour": 43.166666666666664, + "waiting": 8614 }, "MetaX_c-500": { "available": true, - "backlogHours": 330.53125, + "backlogHours": 341.06451612903226, "canVerify": true, "error": null, "gpu": "MetaX_c-500", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 0.294935559121834, - "queueFactor": 1.0211305233022567, - "queueWeight": 1.0211305233022567, + "qualityFactor": 0.2915818747595856, + "queueFactor": 1.0238517013717532, + "queueWeight": 1.0238517013717532, "recentSuccess": 33, - "recentSuccessRate": 0.171875, - "recentTerminal": 192, - "recentWilsonLowerBound": 0.12508147520436838, + "recentSuccessRate": 0.1774193548387097, + "recentTerminal": 186, + "recentWilsonLowerBound": 0.12921258052885928, "running": 4, - "selectionWeight": 0.301167701826522, + "selectionWeight": 0.2985365985617672, "stale": false, "submissionEligible": false, - "throughputPerHour": 32.0, - "waiting": 10577 + "throughputPerHour": 31.0, + "waiting": 10573 }, "Mthreads_s4000": { "available": true, - "backlogHours": 1923.6164383561645, + "backlogHours": 1923.6986301369864, "canVerify": true, "error": null, "gpu": "Mthreads_s4000", "healthFactor": 1.0, "maxConcurrentTasks": 4, "qualityFactor": 2.5, - "queueFactor": 0.7840528993342964, - "queueWeight": 0.7840528993342964, - "recentSuccess": 32, - "recentSuccessRate": 0.4383561643835616, + "queueFactor": 0.7898451972387791, + "queueWeight": 0.7898451972387791, + "recentSuccess": 33, + "recentSuccessRate": 0.4520547945205479, "recentTerminal": 73, - "recentWilsonLowerBound": 0.3304516589160894, + "recentWilsonLowerBound": 0.3431446980664788, "running": 4, - "selectionWeight": 1.960132248335741, + "selectionWeight": 1.9746129930969478, "stale": false, "submissionEligible": true, "throughputPerHour": 12.166666666666666, - "waiting": 23404 + "waiting": 23405 }, "Sunrise_pt-200-x1": { "available": true, - "backlogHours": 952.5272727272728, + "backlogHours": 1007.4807692307693, "canVerify": true, "error": null, "gpu": "Sunrise_pt-200-x1", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.05185468169235981, - "queueFactor": 0.8712273974387239, - "queueWeight": 0.8712273974387239, + "qualityFactor": 0.054112570039888674, + "queueFactor": 0.8703161093760868, + "queueWeight": 0.8703161093760868, "recentSuccess": 11, - "recentSuccessRate": 0.1, - "recentTerminal": 110, - "recentWilsonLowerBound": 0.05675953504141413, + "recentSuccessRate": 0.10576923076923077, + "recentTerminal": 104, + "recentWilsonLowerBound": 0.060092726304192594, "running": 2, - "selectionWeight": 0.04517721937584808, + "selectionWeight": 0.04709504142545691, "stale": false, "submissionEligible": false, - "throughputPerHour": 18.333333333333332, + "throughputPerHour": 17.333333333333332, "waiting": 17463 }, "Vastai_va16": { "available": true, - "backlogHours": 242.359375, + "backlogHours": 247.5, "canVerify": true, "error": null, "gpu": "Vastai_va16", "healthFactor": 1.0, "maxConcurrentTasks": 16, "qualityFactor": 0.05, - "queueFactor": 1.069779234395158, - "queueWeight": 1.069779234395158, - "recentSuccess": 24, - "recentSuccessRate": 0.0625, - "recentTerminal": 384, - "recentWilsonLowerBound": 0.04235583891458391, + "queueFactor": 1.0743016841768736, + "queueWeight": 1.0743016841768736, + "recentSuccess": 25, + "recentSuccessRate": 0.06648936170212766, + "recentTerminal": 376, + "recentWilsonLowerBound": 0.04543825296032594, "running": 16, - "selectionWeight": 0.0534889617197579, + "selectionWeight": 0.05371508420884368, "stale": false, "submissionEligible": false, - "throughputPerHour": 64.0, - "waiting": 15511 + "throughputPerHour": 62.666666666666664, + "waiting": 15510 }, "hygon_k100-ai": { "available": true, @@ -739,24 +739,24 @@ "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, - "qualityFactor": 0.3245148464387799, - "queueFactor": 0.8947559769299058, - "queueWeight": 0.8947559769299058, + "qualityFactor": 0.2986908962315005, + "queueFactor": 0.9013718858388936, + "queueWeight": 0.9013718858388936, "recentSuccess": 28, "recentSuccessRate": 0.18421052631578946, "recentTerminal": 152, "recentWilsonLowerBound": 0.1306351384707411, "running": 6, - "selectionWeight": 0.2903615984535889, + "selectionWeight": 0.2692315764190969, "stale": false, "submissionEligible": false, "throughputPerHour": 25.333333333333332, "waiting": 20203 } }, - "queueAttemptedAt": "2026-10-10T20:52:20.860375+00:00", + "queueAttemptedAt": "2026-10-10T21:03:05.988267+00:00", "queueError": null, - "queueUpdatedAt": "2026-10-10T20:52:20.860375+00:00", + "queueUpdatedAt": "2026-10-10T21:03:05.988267+00:00", "supportedGpus": [ "Cambricon_mlu-370-x4", "Vastai_va16", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 937b6b8669..a4cc90e8ac 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-10-10T20:59:46.766394+00:00", + "catalogUpdatedAt": "2026-10-10T21:03:05.988267+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-10-10T20:59:46.766394+00:00", + "generatedAt": "2026-10-10T21:03:05.988267+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -6485,6 +6485,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-10-10T20:59:46.766394+00:00", + "taskTreeUpdatedAt": "2026-10-10T21:03:05.988267+00:00", "version": 1 } diff --git a/manifest.json b/manifest.json index 01a29ae726..1a71bd7049 100644 --- a/manifest.json +++ b/manifest.json @@ -4,8 +4,8 @@ ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1", ".modelhub_state/architecture_compatibility_blacklist.json": "95122a06b2f87228ed6052b512b51da30fda9f8f40f5ac98949ab078a90bd7d3", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", - ".modelhub_state/market_intelligence.json": "48f33ec5014e96dc2491641edc4214bb98e3e4039f6d044098ca00b4e606528e", - ".modelhub_state/official_capabilities.json": "25e40033514ce66f0481053547f75f495d84337600cd8b2e9d7ef7c39c8d0de5", + ".modelhub_state/market_intelligence.json": "854a86f7c9b58f6ebc3ffc687ffddc7a2905ba3295667732973ca0e5b87a82b7", + ".modelhub_state/official_capabilities.json": "393ac959e6d706e1dedf50e149fa3b6e91efd216e1c59264cc9f733100416467", ".modelhub_state/outcome_checkpoint.json": "fe5095e99daa8afe49b7c879b30a4b0d7a6078945e3aa3464c34ed8d588e5814", ".modelhub_state/queue_cleanup_latest.json": "8a1681ea397d6fb965c3c849dcf2e80bc59c1c14335b0f43eed379f0d6fa4a1f", ".modelhub_state/recent_outcomes.jsonl": "bf8a969654b700186778ce4887ca515cf5ea010151b9e40471181642c550e48c", @@ -17,9 +17,9 @@ "ledger/submissions.jsonl": "dba4ca99d84913f713aec9ecbb5186a000407d1a00fa02e27888a69732199c33", "outcomes/submissions.jsonl": "f272eee8db4c9a1240e09db75c92e7c96e1c75a981371c05b0ca6cf9927d461c" }, - "generation": 23156, + "generation": 23157, "phase": "cycle", "schemaVersion": 1, - "updatedAt": "2026-10-10T21:00:58.670077+00:00", + "updatedAt": "2026-10-10T21:03:10.023280+00:00", "writerId": "43462b8a22de474db5c83d43b475a356" }