diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 65b234e28b..88c876a75e 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -443,55 +443,55 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-10-12T02:43:12.960467+00:00", + "generatedAt": "2026-10-12T02:48:39.562548+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 1075.0632911392406, + "backlogHours": 1102.9090909090908, "canVerify": true, "error": null, "gpu": "Ascend_910-b3", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.6007879289115848, - "queueFactor": 0.9818256803140983, - "queueWeight": 0.9818256803140983, + "qualityFactor": 0.6792839676412068, + "queueFactor": 0.9782758554054821, + "queueWeight": 0.9782758554054821, "recentSuccess": 37, - "recentSuccessRate": 0.23417721518987342, - "recentTerminal": 158, - "recentWilsonLowerBound": 0.17493756641852448, + "recentSuccessRate": 0.24025974025974026, + "recentTerminal": 154, + "recentWilsonLowerBound": 0.17962946672713076, "running": 8, - "selectionWeight": 0.5898690170281149, + "selectionWeight": 0.6645271045074315, "stale": false, "submissionEligible": true, - "throughputPerHour": 26.333333333333332, - "waiting": 28310 + "throughputPerHour": 25.666666666666668, + "waiting": 28308 }, "Ascend_910-b4": { "available": true, - "backlogHours": 1303.8041958041958, + "backlogHours": 1259.7162162162163, "canVerify": true, "error": null, "gpu": "Ascend_910-b4", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 1.8171690675161114, - "queueFactor": 0.9538226603926679, - "queueWeight": 0.9538226603926679, - "recentSuccess": 52, - "recentSuccessRate": 0.36363636363636365, - "recentTerminal": 143, - "recentWilsonLowerBound": 0.2893152491479009, - "running": 7, - "selectionWeight": 1.733257034361481, + "qualityFactor": 1.7037057085979004, + "queueFactor": 0.9589619698062125, + "queueWeight": 0.9589619698062125, + "recentSuccess": 51, + "recentSuccessRate": 0.34459459459459457, + "recentTerminal": 148, + "recentWilsonLowerBound": 0.2728332041114695, + "running": 8, + "selectionWeight": 1.6337889822871317, "stale": false, "submissionEligible": true, - "throughputPerHour": 23.833333333333332, - "waiting": 31074 + "throughputPerHour": 24.666666666666668, + "waiting": 31073 }, "Biren_166m": { "available": true, - "backlogHours": 147.86301369863014, + "backlogHours": 150.6139534883721, "canVerify": true, "error": null, "gpu": "Biren_166m", @@ -500,64 +500,64 @@ "qualityFactor": 0.05, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 18, - "recentSuccessRate": 0.0821917808219178, - "recentTerminal": 219, - "recentWilsonLowerBound": 0.0526203194616329, + "recentSuccess": 17, + "recentSuccessRate": 0.07906976744186046, + "recentTerminal": 215, + "recentWilsonLowerBound": 0.04995052978943082, "running": 8, "selectionWeight": 0.065, "stale": false, "submissionEligible": false, - "throughputPerHour": 36.5, + "throughputPerHour": 35.833333333333336, "waiting": 5397 }, "Cambricon_mlu-370-x4": { "available": true, - "backlogHours": 1387.75, + "backlogHours": 1350.162162162162, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x4", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.31540141509770236, - "queueFactor": 0.9449368958183273, - "queueWeight": 0.9449368958183273, + "qualityFactor": 0.31608772415260217, + "queueFactor": 0.9490397488867266, + "queueWeight": 0.9490397488867266, "recentSuccess": 15, - "recentSuccessRate": 0.20833333333333334, - "recentTerminal": 72, - "recentWilsonLowerBound": 0.1305194089904011, + "recentSuccessRate": 0.20270270270270271, + "recentTerminal": 74, + "recentWilsonLowerBound": 0.1268696381027667, "running": 7, - "selectionWeight": 0.29803443411913055, + "selectionWeight": 0.2999798143559625, "stale": false, "submissionEligible": false, - "throughputPerHour": 12.0, - "waiting": 16653 + "throughputPerHour": 12.333333333333334, + "waiting": 16652 }, "Cambricon_mlu-370-x8": { "available": true, - "backlogHours": 400.75555555555553, + "backlogHours": 386.3571428571429, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.1460782524061111, - "queueFactor": 1.1384594315738354, - "queueWeight": 1.1384594315738354, - "recentSuccess": 19, - "recentSuccessRate": 0.14074074074074075, - "recentTerminal": 135, - "recentWilsonLowerBound": 0.09198786092943734, - "running": 6, - "selectionWeight": 0.1663041641995605, + "qualityFactor": 0.188280116961494, + "queueFactor": 1.1449695858602211, + "queueWeight": 1.1449695858602211, + "recentSuccess": 21, + "recentSuccessRate": 0.15, + "recentTerminal": 140, + "recentWilsonLowerBound": 0.10024980413951363, + "running": 7, + "selectionWeight": 0.21557500754311576, "stale": false, "submissionEligible": false, - "throughputPerHour": 22.5, - "waiting": 9017 + "throughputPerHour": 23.333333333333332, + "waiting": 9015 }, "Iluvatar_bi-100": { "available": true, - "backlogHours": 56.46875, + "backlogHours": 58.744565217391305, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-100", @@ -566,197 +566,197 @@ "qualityFactor": 0.05, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 12, - "recentSuccessRate": 0.03125, - "recentTerminal": 384, - "recentWilsonLowerBound": 0.017964865465101176, - "running": 23, + "recentSuccess": 14, + "recentSuccessRate": 0.03804347826086957, + "recentTerminal": 368, + "recentWilsonLowerBound": 0.022794515794205734, + "running": 24, "selectionWeight": 0.065, "stale": false, "submissionEligible": false, - "throughputPerHour": 64.0, - "waiting": 3614 + "throughputPerHour": 61.333333333333336, + "waiting": 3603 }, "Iluvatar_bi-150": { "available": true, - "backlogHours": 113.1891891891892, + "backlogHours": 118.08474576271186, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-150", "healthFactor": 1.0, "maxConcurrentTasks": 50, - "qualityFactor": 0.20127816588381695, + "qualityFactor": 0.24889331966209186, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 51, - "recentSuccessRate": 0.13783783783783785, - "recentTerminal": 370, - "recentWilsonLowerBound": 0.10641633397938302, - "running": 1, - "selectionWeight": 0.26166161564896206, + "recentSuccess": 52, + "recentSuccessRate": 0.14689265536723164, + "recentTerminal": 354, + "recentWilsonLowerBound": 0.11380947846169283, + "running": 7, + "selectionWeight": 0.32356131556071943, "stale": false, "submissionEligible": false, - "throughputPerHour": 61.666666666666664, - "waiting": 6980 + "throughputPerHour": 59.0, + "waiting": 6967 }, "Iluvatar_mrv-100": { "available": true, - "backlogHours": 2515.459459459459, + "backlogHours": 2449.105263157895, "canVerify": true, "error": null, "gpu": "Iluvatar_mrv-100", "healthFactor": 1.0, "maxConcurrentTasks": 2, "qualityFactor": 2.5, - "queueFactor": 0.8642848368566143, - "queueWeight": 0.8642848368566143, + "queueFactor": 0.867942939579178, + "queueWeight": 0.867942939579178, "recentSuccess": 18, - "recentSuccessRate": 0.4864864864864865, - "recentTerminal": 37, - "recentWilsonLowerBound": 0.33446153327211037, + "recentSuccessRate": 0.47368421052631576, + "recentTerminal": 38, + "recentWilsonLowerBound": 0.32478778808941583, "running": 2, - "selectionWeight": 2.1607120921415355, + "selectionWeight": 2.169857348947945, "stale": false, "submissionEligible": true, - "throughputPerHour": 6.166666666666667, - "waiting": 15512 + "throughputPerHour": 6.333333333333333, + "waiting": 15511 }, "Kunlunxin_p-800": { "available": true, - "backlogHours": 316.07272727272726, + "backlogHours": 312.03592814371257, "canVerify": true, "error": null, "gpu": "Kunlunxin_p-800", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.23857228035518363, - "queueFactor": 1.1797267811861665, - "queueWeight": 1.1797267811861665, + "qualityFactor": 0.24767671433424454, + "queueFactor": 1.1822562051257774, + "queueWeight": 1.1822562051257774, "recentSuccess": 27, - "recentSuccessRate": 0.16363636363636364, - "recentTerminal": 165, - "recentWilsonLowerBound": 0.11496465647221277, - "running": 5, - "selectionWeight": 0.28145010838366447, + "recentSuccessRate": 0.16167664670658682, + "recentTerminal": 167, + "recentWilsonLowerBound": 0.11355627347059115, + "running": 8, + "selectionWeight": 0.2928173323868252, "stale": false, "submissionEligible": false, - "throughputPerHour": 27.5, - "waiting": 8692 + "throughputPerHour": 27.833333333333332, + "waiting": 8685 }, "MetaX_c-500": { "available": true, - "backlogHours": 467.7391304347826, + "backlogHours": 467.69565217391306, "canVerify": true, "error": null, "gpu": "MetaX_c-500", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 0.13903879482656956, - "queueFactor": 1.112369151787407, - "queueWeight": 1.112369151787407, - "recentSuccess": 19, - "recentSuccessRate": 0.13768115942028986, + "qualityFactor": 0.12800654911449688, + "queueFactor": 1.1126223829443622, + "queueWeight": 1.1126223829443622, + "recentSuccess": 18, + "recentSuccessRate": 0.13043478260869565, "recentTerminal": 138, - "recentWilsonLowerBound": 0.08994576408901436, + "recentWilsonLowerBound": 0.08412291616249355, "running": 4, - "selectionWeight": 0.1546624662667745, + "selectionWeight": 0.14242295170825606, "stale": false, "submissionEligible": false, "throughputPerHour": 23.0, - "waiting": 10758 + "waiting": 10757 }, "Mthreads_s4000": { "available": true, - "backlogHours": 1443.0291262135922, + "backlogHours": 1443.0873786407767, "canVerify": true, "error": null, "gpu": "Mthreads_s4000", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 0.5652028970809752, - "queueFactor": 0.9394165943999724, - "queueWeight": 0.9394165943999724, - "recentSuccess": 25, - "recentSuccessRate": 0.24271844660194175, + "qualityFactor": 0.7408658994871126, + "queueFactor": 0.9396116615060748, + "queueWeight": 0.9396116615060748, + "recentSuccess": 27, + "recentSuccessRate": 0.2621359223300971, "recentTerminal": 103, - "recentWilsonLowerBound": 0.17014922730424603, + "recentWilsonLowerBound": 0.18685666753807448, "running": 4, - "selectionWeight": 0.5309609807208078, + "selectionWeight": 0.6961262387702785, "stale": false, "submissionEligible": true, "throughputPerHour": 17.166666666666668, - "waiting": 24772 + "waiting": 24773 }, "Sunrise_pt-200-x1": { "available": true, - "backlogHours": 2185.125, + "backlogHours": 2140.8979591836737, "canVerify": true, "error": null, "gpu": "Sunrise_pt-200-x1", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.0541077288743256, - "queueFactor": 0.8827303306596871, - "queueWeight": 0.8827303306596871, - "recentSuccess": 6, - "recentSuccessRate": 0.125, - "recentTerminal": 48, - "recentWilsonLowerBound": 0.05856971750400843, + "qualityFactor": 0.08804314656088827, + "queueFactor": 0.8856311780498349, + "queueWeight": 0.8856311780498349, + "recentSuccess": 7, + "recentSuccessRate": 0.14285714285714285, + "recentTerminal": 49, + "recentWilsonLowerBound": 0.07096333720544586, "running": 2, - "selectionWeight": 0.04776253340047813, + "selectionWeight": 0.07797375560793375, "stale": false, "submissionEligible": false, - "throughputPerHour": 8.0, - "waiting": 17481 + "throughputPerHour": 8.166666666666666, + "waiting": 17484 }, "Vastai_va16": { "available": true, - "backlogHours": 953.4545454545455, + "backlogHours": 963.1836734693878, "canVerify": true, "error": null, "gpu": "Vastai_va16", "healthFactor": 1.0, "maxConcurrentTasks": 16, - "qualityFactor": 0.15328074004326414, - "queueFactor": 0.9996650140292049, - "queueWeight": 0.9996650140292049, - "recentSuccess": 15, - "recentSuccessRate": 0.15151515151515152, - "recentTerminal": 99, - "recentWilsonLowerBound": 0.09402242321177301, - "running": 15, - "selectionWeight": 0.15322939314575656, + "qualityFactor": 0.2001176217346323, + "queueFactor": 0.9983571337925156, + "queueWeight": 0.9983571337925156, + "recentSuccess": 16, + "recentSuccessRate": 0.16326530612244897, + "recentTerminal": 98, + "recentWilsonLowerBound": 0.10306715625004181, + "running": 16, + "selectionWeight": 0.1997888552563623, "stale": false, "submissionEligible": false, - "throughputPerHour": 16.5, + "throughputPerHour": 16.333333333333332, "waiting": 15732 }, "hygon_k100-ai": { "available": true, - "backlogHours": 949.1999999999999, + "backlogHours": 942.1832061068703, "canVerify": true, "error": null, "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, - "qualityFactor": 1.470773403198875, - "queueFactor": 1.0003358485058902, - "queueWeight": 1.0003358485058902, + "qualityFactor": 1.5414320627117073, + "queueFactor": 1.0016638227470946, + "queueWeight": 1.0016638227470946, "recentSuccess": 44, - "recentSuccessRate": 0.3384615384615385, - "recentTerminal": 130, - "recentWilsonLowerBound": 0.26279767664610515, + "recentSuccessRate": 0.33587786259541985, + "recentTerminal": 131, + "recentWilsonLowerBound": 0.26069820802208127, "running": 6, - "selectionWeight": 1.4712673602488424, + "selectionWeight": 1.543996732440748, "stale": false, "submissionEligible": true, - "throughputPerHour": 21.666666666666668, - "waiting": 20566 + "throughputPerHour": 21.833333333333332, + "waiting": 20571 } }, - "queueAttemptedAt": "2026-10-12T02:34:42.162522+00:00", + "queueAttemptedAt": "2026-10-12T02:48:39.562548+00:00", "queueError": null, - "queueUpdatedAt": "2026-10-12T02:34:42.162522+00:00", + "queueUpdatedAt": "2026-10-12T02:48:39.562548+00:00", "supportedGpus": [ "Cambricon_mlu-370-x4", "Vastai_va16", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 6d09f0646c..dc1e9e767e 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-10-12T02:43:12.960467+00:00", + "catalogUpdatedAt": "2026-10-12T02:48:39.562548+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-10-12T02:44:19.960201+00:00", + "generatedAt": "2026-10-12T02:48:52.557029+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -3943,14 +3943,6 @@ ], "updatedAt": "2026-10-11T16:45:15.859972+00:00" }, - "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|Ascend_910-b4": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-11T16:45:15.808180+00:00" - }, "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|Iluvatar_mrv-100": { "taskTypes": [ "asr", @@ -3974,6 +3966,13 @@ ], "updatedAt": "2026-10-11T19:24:12.272116+00:00" }, + "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|Mthreads_s4000": { + "taskTypes": [ + "text-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-12T02:48:52.557029+00:00" + }, "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|Vastai_va16": { "taskTypes": [ "text-generation" @@ -6575,6 +6574,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-10-12T02:43:12.960467+00:00", + "taskTreeUpdatedAt": "2026-10-12T02:48:39.562548+00:00", "version": 1 } diff --git a/manifest.json b/manifest.json index 5e21e92da7..d2012b253c 100644 --- a/manifest.json +++ b/manifest.json @@ -4,8 +4,8 @@ ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1", ".modelhub_state/architecture_compatibility_blacklist.json": "563027991b50a7fe290f7fea8a4ec1e8af7aeaa143e3ade3c171fb4560917e8d", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", - ".modelhub_state/market_intelligence.json": "d812129fee3fa6bb83e04fa87387bc1a817342a5259da47eddc0d992fa0f36f4", - ".modelhub_state/official_capabilities.json": "573d3d0e25b6d3af5655269a9ac8b457774dadd06c7a3b823a17d82d99af1da2", + ".modelhub_state/market_intelligence.json": "1d6ef7e81ee39fc1e8e2d7b5c6a1fe3fcfaff69d814c94243bc952bc48983821", + ".modelhub_state/official_capabilities.json": "6276134c34faed74a599e7404684c8bbfc20140c618f7ec8f30f93b31c72d950", ".modelhub_state/outcome_checkpoint.json": "44d67d39f333e9af27dd521bbea253de64038578f46def2554fec687ad076ee5", ".modelhub_state/queue_cleanup_latest.json": "c3df745c14bb3475608fea4568116a746d3e784f3375160521615f63e0835787", ".modelhub_state/recent_outcomes.jsonl": "80da7e34893c7f23d6e780c3c8969ebd88930069ae3a5e8b4e10bd4228996516", @@ -17,9 +17,9 @@ "ledger/submissions.jsonl": "0d8240de6bedb0f95a282ca72bc77258708c25ed06a125809867a51448d47b1d", "outcomes/submissions.jsonl": "a3384d9241d38b7f843eb04ea2803b666a192f48ff0b830f9b177c81d0d6c6aa" }, - "generation": 23814, + "generation": 23815, "phase": "cycle", "schemaVersion": 1, - "updatedAt": "2026-10-12T02:44:26.033170+00:00", + "updatedAt": "2026-10-12T02:48:52.881445+00:00", "writerId": "bb7b8681024c432e99e7df31eccaf8ba" }