diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index f16cbc790b..15bfe6122f 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -434,121 +434,121 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-10-01T11:05:29.855931+00:00", + "generatedAt": "2026-10-01T11:07:52.780852+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 1396.189655172414, + "backlogHours": 1372.8305084745762, "canVerify": true, "error": null, "gpu": "Ascend_910-b3", "healthFactor": 1.0, "maxConcurrentTasks": 8, "qualityFactor": 2.5, - "queueFactor": 0.99539411758174, - "queueWeight": 0.99539411758174, + "queueFactor": 0.9992328779082879, + "queueWeight": 0.9992328779082879, "recentSuccess": 55, - "recentSuccessRate": 0.47413793103448276, - "recentTerminal": 116, - "recentWilsonLowerBound": 0.3855624896647156, + "recentSuccessRate": 0.4661016949152542, + "recentTerminal": 118, + "recentWilsonLowerBound": 0.37858563103599213, "running": 8, - "selectionWeight": 2.48848529395435, + "selectionWeight": 2.4980821947707197, "stale": false, "submissionEligible": true, - "throughputPerHour": 19.333333333333332, - "waiting": 26993 + "throughputPerHour": 19.666666666666668, + "waiting": 26999 }, "Ascend_910-b4": { "available": true, - "backlogHours": 1420.1463414634147, + "backlogHours": 1443.9173553719008, "canVerify": true, "error": null, "gpu": "Ascend_910-b4", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 1.6159941122206156, - "queueFactor": 0.9928571492494231, - "queueWeight": 0.9928571492494231, - "recentSuccess": 49, - "recentSuccessRate": 0.3983739837398374, - "recentTerminal": 123, - "recentWilsonLowerBound": 0.3161974081257675, - "running": 8, - "selectionWeight": 1.6044513074632127, + "qualityFactor": 1.5685202440736412, + "queueFactor": 0.9916944964864495, + "queueWeight": 0.9916944964864495, + "recentSuccess": 47, + "recentSuccessRate": 0.3884297520661157, + "recentTerminal": 121, + "recentWilsonLowerBound": 0.30629609055868845, + "running": 9, + "selectionWeight": 1.5554928936754124, "stale": false, "submissionEligible": true, - "throughputPerHour": 20.5, - "waiting": 29113 + "throughputPerHour": 20.166666666666668, + "waiting": 29119 }, "Biren_166m": { "available": true, - "backlogHours": 127.70053475935828, + "backlogHours": 122.90721649484536, "canVerify": true, "error": null, "gpu": "Biren_166m", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.1589709681785749, + "qualityFactor": 0.16654693049978986, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 29, - "recentSuccessRate": 0.15508021390374332, - "recentTerminal": 187, - "recentWilsonLowerBound": 0.11019847865943738, - "running": 8, - "selectionWeight": 0.20666225863214738, + "recentSuccess": 30, + "recentSuccessRate": 0.15463917525773196, + "recentTerminal": 194, + "recentWilsonLowerBound": 0.11051858590332235, + "running": 9, + "selectionWeight": 0.21651100964972683, "stale": false, "submissionEligible": false, - "throughputPerHour": 31.166666666666668, - "waiting": 3980 + "throughputPerHour": 32.333333333333336, + "waiting": 3974 }, "Cambricon_mlu-370-x4": { "available": true, - "backlogHours": 2433.0, + "backlogHours": 2370.4615384615386, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x4", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.5321391693419063, - "queueFactor": 0.915831160349771, - "queueWeight": 0.915831160349771, + "qualityFactor": 0.5213706787634458, + "queueFactor": 0.9206282907967513, + "queueWeight": 0.9206282907967513, "recentSuccess": 12, - "recentSuccessRate": 0.3157894736842105, - "recentTerminal": 38, - "recentWilsonLowerBound": 0.1908442002366664, - "running": 7, - "selectionWeight": 0.48734963292596134, + "recentSuccessRate": 0.3076923076923077, + "recentTerminal": 39, + "recentWilsonLowerBound": 0.1856575344598306, + "running": 8, + "selectionWeight": 0.4799885968615332, "stale": false, "submissionEligible": true, - "throughputPerHour": 6.333333333333333, - "waiting": 15409 + "throughputPerHour": 6.5, + "waiting": 15408 }, "Cambricon_mlu-370-x8": { "available": true, - "backlogHours": 440.92436974789916, + "backlogHours": 444.61016949152537, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.1862298969339055, - "queueFactor": 1.1832652675947013, - "queueWeight": 1.1832652675947013, - "recentSuccess": 21, - "recentSuccessRate": 0.17647058823529413, - "recentTerminal": 119, - "recentWilsonLowerBound": 0.11841786530418902, + "qualityFactor": 0.17312654311805412, + "queueFactor": 1.1833476284548723, + "queueWeight": 1.1833476284548723, + "recentSuccess": 20, + "recentSuccessRate": 0.1694915254237288, + "recentTerminal": 118, + "recentWilsonLowerBound": 0.11248224271964077, "running": 7, - "selectionWeight": 0.2203593688296313, + "selectionWeight": 0.20486888422133953, "stale": false, "submissionEligible": false, - "throughputPerHour": 19.833333333333332, - "waiting": 8745 + "throughputPerHour": 19.666666666666668, + "waiting": 8744 }, "Iluvatar_bi-100": { "available": true, - "backlogHours": 43.57475083056479, + "backlogHours": 40.28834355828221, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-100", @@ -557,197 +557,197 @@ "qualityFactor": 0.05, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 5, - "recentSuccessRate": 0.016611295681063124, - "recentTerminal": 301, - "recentWilsonLowerBound": 0.0071155849735820825, + "recentSuccess": 6, + "recentSuccessRate": 0.018404907975460124, + "recentTerminal": 326, + "recentWilsonLowerBound": 0.008461637688316358, "running": 24, "selectionWeight": 0.065, "stale": false, "submissionEligible": false, - "throughputPerHour": 50.166666666666664, - "waiting": 2186 + "throughputPerHour": 54.333333333333336, + "waiting": 2189 }, "Iluvatar_bi-150": { "available": true, - "backlogHours": 204.3921568627451, + "backlogHours": 177.64772727272728, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-150", "healthFactor": 1.0, "maxConcurrentTasks": 50, - "qualityFactor": 0.24983240795596035, + "qualityFactor": 0.18965807005358767, "queueFactor": 1.3, "queueWeight": 1.3, "recentSuccess": 29, - "recentSuccessRate": 0.1895424836601307, - "recentTerminal": 153, - "recentWilsonLowerBound": 0.13533712360185063, - "running": 1, - "selectionWeight": 0.32478213034274844, + "recentSuccessRate": 0.16477272727272727, + "recentTerminal": 176, + "recentWilsonLowerBound": 0.1172431432057859, + "running": 6, + "selectionWeight": 0.24655549106966398, "stale": false, "submissionEligible": false, - "throughputPerHour": 25.5, - "waiting": 5212 + "throughputPerHour": 29.333333333333332, + "waiting": 5211 }, "Iluvatar_mrv-100": { "available": true, - "backlogHours": 2193.348837209302, + "backlogHours": 2143.6363636363635, "canVerify": true, "error": null, "gpu": "Iluvatar_mrv-100", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.6223992488234935, - "queueFactor": 0.9301876646163055, - "queueWeight": 0.9301876646163055, - "recentSuccess": 14, - "recentSuccessRate": 0.32558139534883723, - "recentTerminal": 43, - "recentWilsonLowerBound": 0.20493115181779817, + "qualityFactor": 0.7479839813678384, + "queueFactor": 0.9346232623389366, + "queueWeight": 0.9346232623389366, + "recentSuccess": 15, + "recentSuccessRate": 0.3409090909090909, + "recentTerminal": 44, + "recentWilsonLowerBound": 0.21875632628639943, "running": 2, - "selectionWeight": 0.5789481037220683, + "selectionWeight": 0.6990832288432755, "stale": false, "submissionEligible": true, - "throughputPerHour": 7.166666666666667, - "waiting": 15719 + "throughputPerHour": 7.333333333333333, + "waiting": 15720 }, "Kunlunxin_p-800": { "available": true, - "backlogHours": 333.65413533834584, + "backlogHours": 330.9402985074627, "canVerify": true, "error": null, "gpu": "Kunlunxin_p-800", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.37520829232869346, - "queueFactor": 1.2337928680857781, - "queueWeight": 1.2337928680857781, - "recentSuccess": 30, - "recentSuccessRate": 0.22556390977443608, - "recentTerminal": 133, - "recentWilsonLowerBound": 0.16281725221077797, + "qualityFactor": 0.35112035399352703, + "queueFactor": 1.236934792155168, + "queueWeight": 1.236934792155168, + "recentSuccess": 29, + "recentSuccessRate": 0.21641791044776118, + "recentTerminal": 134, + "recentWilsonLowerBound": 0.1551212865152815, "running": 8, - "selectionWeight": 0.46292931512178576, + "selectionWeight": 0.4343129820884324, "stale": false, "submissionEligible": true, - "throughputPerHour": 22.166666666666668, - "waiting": 7396 + "throughputPerHour": 22.333333333333332, + "waiting": 7391 }, "MetaX_c-500": { "available": true, - "backlogHours": 702.3370786516854, + "backlogHours": 735.2470588235294, "canVerify": true, "error": null, "gpu": "MetaX_c-500", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 0.7833002193459364, - "queueFactor": 1.1034556754723408, - "queueWeight": 1.1034556754723408, - "recentSuccess": 28, - "recentSuccessRate": 0.3146067415730337, - "recentTerminal": 89, - "recentWilsonLowerBound": 0.22750896837627055, + "qualityFactor": 0.9964431862255264, + "queueFactor": 1.097347703664548, + "queueWeight": 1.097347703664548, + "recentSuccess": 29, + "recentSuccessRate": 0.3411764705882353, + "recentTerminal": 85, + "recentWilsonLowerBound": 0.2492177176176207, "running": 4, - "selectionWeight": 0.864337072636003, + "selectionWeight": 1.093444642236767, "stale": false, "submissionEligible": true, - "throughputPerHour": 14.833333333333334, - "waiting": 10418 + "throughputPerHour": 14.166666666666666, + "waiting": 10416 }, "Mthreads_s4000": { "available": true, - "backlogHours": 2356.0714285714284, + "backlogHours": 2314.7368421052633, "canVerify": true, "error": null, "gpu": "Mthreads_s4000", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 1.7034634405368783, - "queueFactor": 0.9202555903281993, - "queueWeight": 0.9202555903281993, - "recentSuccess": 25, - "recentSuccessRate": 0.44642857142857145, - "recentTerminal": 56, - "recentWilsonLowerBound": 0.3238651625129941, - "running": 4, - "selectionWeight": 1.5676217540737702, + "qualityFactor": 1.8942237818004382, + "queueFactor": 0.9239192375421897, + "queueWeight": 0.9239192375421897, + "recentSuccess": 26, + "recentSuccessRate": 0.45614035087719296, + "recentTerminal": 57, + "recentWilsonLowerBound": 0.33372399504811395, + "running": 5, + "selectionWeight": 1.750109792215344, "stale": false, "submissionEligible": true, - "throughputPerHour": 9.333333333333334, + "throughputPerHour": 9.5, "waiting": 21990 }, "Sunrise_pt-200-x1": { "available": true, - "backlogHours": 3377.8, + "backlogHours": 3378.0, "canVerify": true, "error": null, "gpu": "Sunrise_pt-200-x1", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.27694105670968255, - "queueFactor": 0.8718497403882144, - "queueWeight": 0.8718497403882144, + "qualityFactor": 0.28829344881300556, + "queueFactor": 0.8729920861693785, + "queueWeight": 0.8729920861693785, "recentSuccess": 8, "recentSuccessRate": 0.26666666666666666, "recentTerminal": 30, "recentWilsonLowerBound": 0.14182495553910618, "running": 2, - "selectionWeight": 0.24145098839517448, + "selectionWeight": 0.25167789930823065, "stale": false, "submissionEligible": false, "throughputPerHour": 5.0, - "waiting": 16889 + "waiting": 16890 }, "Vastai_va16": { "available": true, - "backlogHours": 1843.4399999999998, + "backlogHours": 1843.6799999999998, "canVerify": true, "error": null, "gpu": "Vastai_va16", "healthFactor": 1.0, "maxConcurrentTasks": 16, - "qualityFactor": 0.16615977573128626, - "queueFactor": 0.9547559669010702, - "queueWeight": 0.9547559669010702, + "qualityFactor": 0.17297101184164454, + "queueFactor": 0.9559967632421899, + "queueWeight": 0.9559967632421899, "recentSuccess": 10, "recentSuccessRate": 0.2, "recentTerminal": 50, "recentWilsonLowerBound": 0.11243629945973886, - "running": 16, - "selectionWeight": 0.1586420373383892, + "running": 17, + "selectionWeight": 0.16535972745533867, "stale": false, "submissionEligible": false, "throughputPerHour": 8.333333333333334, - "waiting": 15362 + "waiting": 15364 }, "hygon_k100-ai": { "available": true, - "backlogHours": 1311.5581395348836, + "backlogHours": 1358.8192771084337, "canVerify": true, "error": null, "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, - "qualityFactor": 0.769000126218425, - "queueFactor": 1.0047744897507036, - "queueWeight": 1.0047744897507036, + "qualityFactor": 0.8690342432488629, + "queueFactor": 1.0007716604430976, + "queueWeight": 1.0007716604430976, "recentSuccess": 27, - "recentSuccessRate": 0.313953488372093, - "recentTerminal": 86, - "recentWilsonLowerBound": 0.22561154650050072, - "running": 6, - "selectionWeight": 0.7726717094393446, + "recentSuccessRate": 0.3253012048192771, + "recentTerminal": 83, + "recentWilsonLowerBound": 0.23419186209445625, + "running": 7, + "selectionWeight": 0.8697048425980753, "stale": false, "submissionEligible": true, - "throughputPerHour": 14.333333333333334, - "waiting": 18799 + "throughputPerHour": 13.833333333333334, + "waiting": 18797 } }, - "queueAttemptedAt": "2026-10-01T10:57:07.971326+00:00", + "queueAttemptedAt": "2026-10-01T11:07:52.780852+00:00", "queueError": null, - "queueUpdatedAt": "2026-10-01T10:57:07.971326+00:00", + "queueUpdatedAt": "2026-10-01T11:07:52.780852+00:00", "supportedGpus": [ "Vastai_va16", "Cambricon_mlu-370-x4", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 1b7666760a..5bfd5272c0 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-10-01T11:05:29.855931+00:00", + "catalogUpdatedAt": "2026-10-01T11:07:52.780852+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-10-01T11:05:29.855931+00:00", + "generatedAt": "2026-10-01T11:07:52.780852+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -6704,6 +6704,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-10-01T11:05:29.855931+00:00", + "taskTreeUpdatedAt": "2026-10-01T11:07:52.780852+00:00", "version": 1 } diff --git a/manifest.json b/manifest.json index a72aabd5af..bc6338a9d1 100644 --- a/manifest.json +++ b/manifest.json @@ -4,8 +4,8 @@ ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1", ".modelhub_state/architecture_compatibility_blacklist.json": "7862b36152670903fd13f78e194562be653e02a1b3704f237b2802e324b455d1", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", - ".modelhub_state/market_intelligence.json": "ed0325c66d73e668a7f126195b7d727f858d582d801db12029504fb8ff694728", - ".modelhub_state/official_capabilities.json": "723a65268a22ec22ed619085b3b9ad7c92c0ac4060c82e9e805259c410fe3e39", + ".modelhub_state/market_intelligence.json": "1e3bfafcad2f8dbe30029c466e28bb16379a14ed2a333f2b22116d60bee4be65", + ".modelhub_state/official_capabilities.json": "7e86b769df70d9e122dde6ffda67d0b6eb14748a5fa90fe9b79b8e655cf412bd", ".modelhub_state/outcome_checkpoint.json": "c9309ee88d368d00a03abe63ce918231725cf0ea4bd71da67fff124fe0797d53", ".modelhub_state/queue_cleanup_latest.json": "05a1b3ebbbe8095e2f42ed6517a8c002726299deda90003a645472de6c83714e", ".modelhub_state/recent_outcomes.jsonl": "440d33489519195b7f226e593d8d8873568261b88946f6b39984a1def0a5b590", @@ -17,9 +17,9 @@ "ledger/submissions.jsonl": "032c46420a77c15cfdd5f7344ee69adc873676f7f6120f9c4d4834898a33ab97", "outcomes/submissions.jsonl": "1a7f6c8442b81c3d05bf54c428833f7bd68ddaa87f169013eef5a875489bef82" }, - "generation": 19190, + "generation": 19191, "phase": "cycle", "schemaVersion": 1, - "updatedAt": "2026-10-01T11:05:39.137310+00:00", + "updatedAt": "2026-10-01T11:08:42.425002+00:00", "writerId": "a812d0e025c3474eb16b828a4d987334" }