diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index e1845ef1d6..6ef0a2ae52 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -1,8 +1,8 @@ { - "communityAttemptedAt": "2026-09-27T07:02:10.875574+00:00", + "communityAttemptedAt": "2026-09-27T07:17:43.980690+00:00", "communityError": null, "communitySample": {}, - "communityUpdatedAt": "2026-09-27T07:02:10.875574+00:00", + "communityUpdatedAt": "2026-09-27T07:17:43.980690+00:00", "frameworkAttemptedAt": "2026-09-27T05:26:38.077246+00:00", "frameworkError": null, "frameworkStats": { @@ -396,73 +396,73 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-27T07:15:59.957804+00:00", + "generatedAt": "2026-09-27T07:17:43.980690+00:00", "gpuStats": { "Ascend_910-b4": { "available": true, - "backlogHours": 1268.6222222222223, + "backlogHours": 1268.888888888889, "canVerify": true, "error": null, "gpu": "Ascend_910-b4", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 1.4773565383607334, - "queueFactor": 0.9245103708670572, - "queueWeight": 0.9245103708670572, + "qualityFactor": 1.7542995574531344, + "queueFactor": 0.9255391296568104, + "queueWeight": 0.9255391296568104, "recentSuccess": 54, "recentSuccessRate": 0.4, "recentTerminal": 135, "recentWilsonLowerBound": 0.3212303901255117, "running": 8, - "selectionWeight": 1.3658314411827535, + "selectionWeight": 1.6236728855625016, "stale": false, "submissionEligible": true, "throughputPerHour": 22.5, - "waiting": 28544 + "waiting": 28550 }, "Biren_166m": { "available": true, - "backlogHours": 153.16981132075472, + "backlogHours": 148.39024390243904, "canVerify": true, "error": null, "gpu": "Biren_166m", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.1365529081228445, - "queueFactor": 1.2695086310802652, - "queueWeight": 1.2695086310802652, - "recentSuccess": 25, - "recentSuccessRate": 0.15723270440251572, - "recentTerminal": 159, - "recentWilsonLowerBound": 0.10882603917017532, - "running": 8, - "selectionWeight": 0.17335509546106156, + "qualityFactor": 0.20417994479159737, + "queueFactor": 1.2770194775208197, + "queueWeight": 1.2770194775208197, + "recentSuccess": 28, + "recentSuccessRate": 0.17073170731707318, + "recentTerminal": 164, + "recentWilsonLowerBound": 0.120845353418255, + "running": 9, + "selectionWeight": 0.26074176641799546, "stale": false, "submissionEligible": false, - "throughputPerHour": 26.5, - "waiting": 4059 + "throughputPerHour": 27.333333333333332, + "waiting": 4056 }, "Cambricon_mlu-370-x4": { "available": true, - "backlogHours": 1226.7567567567567, + "backlogHours": 1261.1666666666667, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x4", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.31779031591515877, - "queueFactor": 0.929175747438577, - "queueWeight": 0.929175747438577, - "recentSuccess": 18, - "recentSuccessRate": 0.24324324324324326, - "recentTerminal": 74, - "recentWilsonLowerBound": 0.1597637123272753, + "qualityFactor": 0.2896945938113852, + "queueFactor": 0.9263869981043725, + "queueWeight": 0.9263869981043725, + "recentSuccess": 16, + "recentSuccessRate": 0.2222222222222222, + "recentTerminal": 72, + "recentWilsonLowerBound": 0.1416732392052012, "running": 7, - "selectionWeight": 0.29528305431920915, + "selectionWeight": 0.2683693051279947, "stale": false, - "submissionEligible": true, - "throughputPerHour": 12.333333333333334, - "waiting": 15130 + "submissionEligible": false, + "throughputPerHour": 12.0, + "waiting": 15134 }, "Cambricon_mlu-370-x8": { "available": true, @@ -472,15 +472,15 @@ "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.4964865970075896, - "queueFactor": 1.0838835537710674, - "queueWeight": 1.0838835537710674, - "recentSuccess": 32, - "recentSuccessRate": 0.26666666666666666, + "qualityFactor": 0.5421848732601775, + "queueFactor": 1.0851238668851073, + "queueWeight": 1.0851238668851073, + "recentSuccess": 31, + "recentSuccessRate": 0.25833333333333336, "recentTerminal": 120, - "recentWilsonLowerBound": 0.19568340354111466, + "recentWilsonLowerBound": 0.18837283808050673, "running": 7, - "selectionWeight": 0.5381336571642901, + "selectionWeight": 0.5883377462386956, "stale": false, "submissionEligible": true, "throughputPerHour": 20.0, @@ -488,7 +488,7 @@ }, "Iluvatar_bi-100": { "available": true, - "backlogHours": 35.41578947368421, + "backlogHours": 35.61904761904762, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-100", @@ -497,197 +497,197 @@ "qualityFactor": 0.05, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 19, - "recentSuccessRate": 0.05, - "recentTerminal": 380, - "recentWilsonLowerBound": 0.032239914030626315, + "recentSuccess": 20, + "recentSuccessRate": 0.05291005291005291, + "recentTerminal": 378, + "recentWilsonLowerBound": 0.034508737116874584, "running": 24, "selectionWeight": 0.065, "stale": false, "submissionEligible": false, - "throughputPerHour": 63.333333333333336, - "waiting": 2243 + "throughputPerHour": 63.0, + "waiting": 2244 }, "Iluvatar_bi-150": { "available": true, - "backlogHours": 78.42048517520216, + "backlogHours": 77.632, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-150", "healthFactor": 1.0, "maxConcurrentTasks": 50, - "qualityFactor": 0.17090108460121245, + "qualityFactor": 0.19812787119776532, "queueFactor": 1.3, "queueWeight": 1.3, "recentSuccess": 57, - "recentSuccessRate": 0.15363881401617252, - "recentTerminal": 371, - "recentWilsonLowerBound": 0.12051066665612765, - "running": 3, - "selectionWeight": 0.2221714099815762, + "recentSuccessRate": 0.152, + "recentTerminal": 375, + "recentWilsonLowerBound": 0.11920382176359635, + "running": 7, + "selectionWeight": 0.25756623255709493, "stale": false, "submissionEligible": false, - "throughputPerHour": 61.833333333333336, - "waiting": 4849 + "throughputPerHour": 62.5, + "waiting": 4852 }, "Iluvatar_mrv-100": { "available": true, - "backlogHours": 2524.105263157895, + "backlogHours": 2459.3846153846152, "canVerify": true, "error": null, "gpu": "Iluvatar_mrv-100", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.7347010253274264, - "queueFactor": 0.8338645577145073, - "queueWeight": 0.8338645577145073, - "recentSuccess": 14, - "recentSuccessRate": 0.3684210526315789, - "recentTerminal": 38, - "recentWilsonLowerBound": 0.23384013155413794, + "qualityFactor": 1.0009366152677128, + "queueFactor": 0.8380778368904701, + "queueWeight": 0.8380778368904701, + "recentSuccess": 15, + "recentSuccessRate": 0.38461538461538464, + "recentTerminal": 39, + "recentWilsonLowerBound": 0.24891162547007062, "running": 2, - "selectionWeight": 0.6126411455370494, + "selectionWeight": 0.8388627933880335, "stale": false, "submissionEligible": true, - "throughputPerHour": 6.333333333333333, + "throughputPerHour": 6.5, "waiting": 15986 }, "Kunlunxin_p-800": { "available": true, - "backlogHours": 442.15384615384613, + "backlogHours": 438.8702290076336, "canVerify": true, "error": null, "gpu": "Kunlunxin_p-800", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.5232862766975648, - "queueFactor": 1.0828682578578057, - "queueWeight": 1.0828682578578057, - "recentSuccess": 35, - "recentSuccessRate": 0.2692307692307692, - "recentTerminal": 130, - "recentWilsonLowerBound": 0.20041586242234705, + "qualityFactor": 0.6573034495194918, + "queueFactor": 1.0853202480951853, + "queueWeight": 1.0853202480951853, + "recentSuccess": 36, + "recentSuccessRate": 0.2748091603053435, + "recentTerminal": 131, + "recentWilsonLowerBound": 0.20560169788715826, "running": 8, - "selectionWeight": 0.5666500988083897, + "selectionWeight": 0.713384742906316, "stale": false, "submissionEligible": true, - "throughputPerHour": 21.666666666666668, - "waiting": 9580 + "throughputPerHour": 21.833333333333332, + "waiting": 9582 }, "MetaX_c-500": { "available": true, - "backlogHours": 555.8421052631579, + "backlogHours": 597.7358490566037, "canVerify": true, "error": null, "gpu": "MetaX_c-500", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 0.4707110060669577, - "queueFactor": 1.0463305801626075, - "queueWeight": 1.0463305801626075, - "recentSuccess": 30, - "recentSuccessRate": 0.2631578947368421, - "recentTerminal": 114, - "recentWilsonLowerBound": 0.19099844110067174, + "qualityFactor": 0.6033960423725352, + "queueFactor": 1.036172180726251, + "queueWeight": 1.036172180726251, + "recentSuccess": 29, + "recentSuccessRate": 0.27358490566037735, + "recentTerminal": 106, + "recentWilsonLowerBound": 0.19775807122187763, "running": 4, - "selectionWeight": 0.4925193200669645, + "selectionWeight": 0.6252221930667391, "stale": false, "submissionEligible": true, - "throughputPerHour": 19.0, - "waiting": 10561 + "throughputPerHour": 17.666666666666668, + "waiting": 10560 }, "Mthreads_s4000": { "available": true, - "backlogHours": 2185.241379310345, + "backlogHours": 2112.7, "canVerify": true, "error": null, "gpu": "Mthreads_s4000", "healthFactor": 1.0, "maxConcurrentTasks": 4, "qualityFactor": 2.5, - "queueFactor": 0.8520924596226619, - "queueWeight": 0.8520924596226619, - "recentSuccess": 31, - "recentSuccessRate": 0.5344827586206896, - "recentTerminal": 58, - "recentWilsonLowerBound": 0.40799953310272963, + "queueFactor": 0.8573983605832987, + "queueWeight": 0.8573983605832987, + "recentSuccess": 30, + "recentSuccessRate": 0.5, + "recentTerminal": 60, + "recentWilsonLowerBound": 0.37734812427246284, "running": 4, - "selectionWeight": 2.130231149056655, + "selectionWeight": 2.1434959014582464, "stale": false, "submissionEligible": true, - "throughputPerHour": 9.666666666666666, - "waiting": 21124 + "throughputPerHour": 10.0, + "waiting": 21127 }, "Sunrise_pt-200-x1": { "available": true, - "backlogHours": 3954.72, + "backlogHours": 3955.2, "canVerify": true, "error": null, "gpu": "Sunrise_pt-200-x1", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.37404886332208487, - "queueFactor": 0.7795505341428911, - "queueWeight": 0.7795505341428911, + "qualityFactor": 0.4441674967099618, + "queueFactor": 0.7804283840983286, + "queueWeight": 0.7804283840983286, "recentSuccess": 8, "recentSuccessRate": 0.32, "recentTerminal": 25, "recentWilsonLowerBound": 0.17204987516891146, "running": 2, - "selectionWeight": 0.2915899911982725, + "selectionWeight": 0.3466409217263552, "stale": false, "submissionEligible": true, "throughputPerHour": 4.166666666666667, - "waiting": 16478 + "waiting": 16480 }, "Vastai_va16": { "available": true, - "backlogHours": 957.6818181818182, + "backlogHours": 957.8181818181819, "canVerify": true, "error": null, "gpu": "Vastai_va16", "healthFactor": 1.0, "maxConcurrentTasks": 16, - "qualityFactor": 0.41784768545937057, - "queueFactor": 0.9643361515757443, - "queueWeight": 0.9643361515757443, + "qualityFactor": 0.4961767797078668, + "queueFactor": 0.9654190452695465, + "queueWeight": 0.9654190452695465, "recentSuccess": 23, "recentSuccessRate": 0.26136363636363635, "recentTerminal": 88, "recentWilsonLowerBound": 0.18093113139383876, "running": 16, - "selectionWeight": 0.4029456289407215, + "selectionWeight": 0.4790185129504868, "stale": false, "submissionEligible": true, "throughputPerHour": 14.666666666666666, - "waiting": 14046 + "waiting": 14048 }, "hygon_k100-ai": { "available": true, - "backlogHours": 751.7571428571429, + "backlogHours": 757.5107913669065, "canVerify": true, "error": null, "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, - "qualityFactor": 0.22321181470626725, + "qualityFactor": 0.24369822962913712, "queueFactor": 1.0, "queueWeight": 1.0, - "recentSuccess": 27, - "recentSuccessRate": 0.19285714285714287, - "recentTerminal": 140, - "recentWilsonLowerBound": 0.13606304869402092, + "recentSuccess": 26, + "recentSuccessRate": 0.18705035971223022, + "recentTerminal": 139, + "recentWilsonLowerBound": 0.13096550054880465, "running": 6, - "selectionWeight": 0.22321181470626725, + "selectionWeight": 0.24369822962913712, "stale": false, "submissionEligible": false, - "throughputPerHour": 23.333333333333332, - "waiting": 17541 + "throughputPerHour": 23.166666666666668, + "waiting": 17549 } }, - "queueAttemptedAt": "2026-09-27T07:06:39.165243+00:00", + "queueAttemptedAt": "2026-09-27T07:17:43.980690+00:00", "queueError": null, - "queueUpdatedAt": "2026-09-27T07:06:39.165243+00:00", + "queueUpdatedAt": "2026-09-27T07:17:43.980690+00:00", "supportedGpus": [ "Vastai_va16", "Cambricon_mlu-370-x4", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index ed9af32b50..a4d00baded 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-27T07:15:59.957804+00:00", + "catalogUpdatedAt": "2026-09-27T07:17:43.980690+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-27T07:15:59.957804+00:00", + "generatedAt": "2026-09-27T07:17:43.980690+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -6190,6 +6190,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-27T07:15:59.957804+00:00", + "taskTreeUpdatedAt": "2026-09-27T07:17:43.980690+00:00", "version": 1 } diff --git a/manifest.json b/manifest.json index a1df50d355..357498a43e 100644 --- a/manifest.json +++ b/manifest.json @@ -4,8 +4,8 @@ ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1", ".modelhub_state/architecture_compatibility_blacklist.json": "dc73e14dd56dca6b4a473e31e6c864a4096df3b9dc4d21e160edf909be3229e0", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", - ".modelhub_state/market_intelligence.json": "b1e661351393c0b7a625126784058587e1277ace742012003aae66fd59563674", - ".modelhub_state/official_capabilities.json": "19c889938112245090e7e0b400a91e18b67b48738eb48715db76e0a615039e54", + ".modelhub_state/market_intelligence.json": "53af76e4c5b98d8623c10a96cb8d623c33c4cc5b4937cb8d2dd87603a9df01f6", + ".modelhub_state/official_capabilities.json": "ffb92fa86f562f4d8a387cd74cba5c40e4ad16ac39f0c29a44677ae94379f25e", ".modelhub_state/outcome_checkpoint.json": "7050d9772b583a7fc8b6c74e0c3ca26ae753d594ffe27a5cc00d0647b5962846", ".modelhub_state/queue_cleanup_latest.json": "f54dd8094d250138260e20f1e2fb9d6627af412871a2d1016aefa7273d7bbbba", ".modelhub_state/recent_outcomes.jsonl": "ff875f1aa9f9e7c5d925a2b06cf5dec256e127092a43e09465c0ea5c6799daa6", @@ -17,9 +17,9 @@ "ledger/submissions.jsonl": "fb64a7e7c902c1c737f1730b1424a0690bde3e9a46f8290319a3876db63741a0", "outcomes/submissions.jsonl": "e9a85b139368db0e6eee0e3a6d326d88c253e1adb26b52c002e5485a51b1f0fa" }, - "generation": 17137, + "generation": 17138, "phase": "cycle", "schemaVersion": 1, - "updatedAt": "2026-09-27T07:16:00.647932+00:00", + "updatedAt": "2026-09-27T07:17:55.228426+00:00", "writerId": "6e8ddfbd92ca45ccaf79298516f8a6ea" }