CoolBoy/submmit
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

state: generation 19226 (cycle)

Browse Source
This commit is contained in:
CoolBoy
2026-10-01 12:55:39 +00:00
parent ffc1d24ddd
commit 353cbc3341
8 changed files with 1436 additions and 1413 deletions
Download Patch File Download Diff File Expand all files Collapse all files

2
.modelhub_state/architecture_compatibility_blacklist.json
View File

@@ -3341,7 +3341,7 @@
"taskType": "text-generation" "taskType": "text-generation"
} }
}, },
"generatedAt": "2026-10-01T12:41:26.481648+00:00", "generatedAt": "2026-10-01T12:52:52.519679+00:00",
"summary": { "summary": {
"activeBlockCount": 168, "activeBlockCount": 168,
"byGpuFramework": { "byGpuFramework": {

276
.modelhub_state/market_intelligence.json
View File

@@ -434,121 +434,121 @@
} }
}, },
"frameworkUpdatedAt": null, "frameworkUpdatedAt": null,
"generatedAt": "2026-10-01T12:51:40.650470+00:00", "generatedAt": "2026-10-01T12:55:13.574331+00:00",
"gpuStats": { "gpuStats": {
"Ascend_910-b3": { "Ascend_910-b3": {
"available": true, "available": true,
"backlogHours": 1296.048, "backlogHours": 1328.3114754098362,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Ascend_910-b3", "gpu": "Ascend_910-b3",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 8, "maxConcurrentTasks": 8,
"qualityFactor": 2.5, "qualityFactor": 2.5,
"queueFactor": 0.9944209305048611, "queueFactor": 0.9904726236975495,
"queueWeight": 0.9944209305048611, "queueWeight": 0.9904726236975495,
"recentSuccess": 52, "recentSuccess": 53,
"recentSuccessRate": 0.416, "recentSuccessRate": 0.4344262295081967,
"recentTerminal": 125, "recentTerminal": 122,
"recentWilsonLowerBound": 0.3333576375470552, "recentWilsonLowerBound": 0.34979916036936143,
"running": 8, "running": 8,
"selectionWeight": 2.486052326262153, "selectionWeight": 2.476181559243874,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 20.833333333333332, "throughputPerHour": 20.333333333333332,
"waiting": 27001 "waiting": 27009
}, },
"Ascend_910-b4": { "Ascend_910-b4": {
"available": true, "available": true,
"backlogHours": 1376.3622047244094, "backlogHours": 1387.4285714285713,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Ascend_910-b4", "gpu": "Ascend_910-b4",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 8, "maxConcurrentTasks": 8,
"qualityFactor": 2.291446770057108, "qualityFactor": 1.994575646985004,
"queueFactor": 0.9854929208268063, "queueFactor": 0.9840244057528421,
"queueWeight": 0.9854929208268063, "queueWeight": 0.9840244057528421,
"recentSuccess": 51, "recentSuccess": 50,
"recentSuccessRate": 0.4015748031496063, "recentSuccessRate": 0.3968253968253968,
"recentTerminal": 127, "recentTerminal": 126,
"recentWilsonLowerBound": 0.3204164822002564, "recentWilsonLowerBound": 0.31566950403605964,
"running": 8, "running": 8,
"selectionWeight": 2.2582045703427305, "selectionWeight": 1.962711115753509,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 21.166666666666668, "throughputPerHour": 21.0,
"waiting": 29133 "waiting": 29136
}, },
"Biren_166m": { "Biren_166m": {
"available": true, "available": true,
"backlogHours": 136.17241379310346, "backlogHours": 134.76136363636365,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Biren_166m", "gpu": "Biren_166m",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 8, "maxConcurrentTasks": 8,
"qualityFactor": 0.2814384433955728, "qualityFactor": 0.26886688370626755,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 30, "recentSuccess": 31,
"recentSuccessRate": 0.1724137931034483, "recentSuccessRate": 0.17613636363636365,
"recentTerminal": 174, "recentTerminal": 176,
"recentWilsonLowerBound": 0.12352314026114937, "recentWilsonLowerBound": 0.12695088110562266,
"running": 8, "running": 8,
"selectionWeight": 0.3658699764142446, "selectionWeight": 0.34952694881814783,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 29.0, "throughputPerHour": 29.333333333333332,
"waiting": 3949 "waiting": 3953
}, },
"Cambricon_mlu-370-x4": { "Cambricon_mlu-370-x4": {
"available": true, "available": true,
"backlogHours": 2100.2727272727275, "backlogHours": 2053.866666666667,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Cambricon_mlu-370-x4", "gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 7, "maxConcurrentTasks": 7,
"qualityFactor": 0.5212612644204748, "qualityFactor": 0.44513867743686775,
"queueFactor": 0.9249581123387012, "queueFactor": 0.9277941460635302,
"queueWeight": 0.9249581123387012, "queueWeight": 0.9277941460635302,
"recentSuccess": 12, "recentSuccess": 12,
"recentSuccessRate": 0.2727272727272727, "recentSuccessRate": 0.26666666666666666,
"recentTerminal": 44, "recentTerminal": 45,
"recentWilsonLowerBound": 0.16346223395491324, "recentWilsonLowerBound": 0.15964748860054626,
"running": 7, "running": 7,
"selectionWeight": 0.482144835173647, "selectionWeight": 0.41299705911238793,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 7.333333333333333, "throughputPerHour": 7.5,
"waiting": 15402 "waiting": 15404
}, },
"Cambricon_mlu-370-x8": { "Cambricon_mlu-370-x8": {
"available": true, "available": true,
"backlogHours": 456.0521739130435, "backlogHours": 464.3362831858407,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Cambricon_mlu-370-x8", "gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 7, "maxConcurrentTasks": 7,
"qualityFactor": 0.3970805764873715, "qualityFactor": 0.25934033600753065,
"queueFactor": 1.1630844251234569, "queueFactor": 1.1596116554681977,
"queueWeight": 1.1630844251234569, "queueWeight": 1.1596116554681977,
"recentSuccess": 24, "recentSuccess": 21,
"recentSuccessRate": 0.20869565217391303, "recentSuccessRate": 0.18584070796460178,
"recentTerminal": 115, "recentTerminal": 113,
"recentWilsonLowerBound": 0.14444439637630882, "recentWilsonLowerBound": 0.12488614062641962,
"running": 7, "running": 7,
"selectionWeight": 0.4618382340315053, "selectionWeight": 0.30073407636737126,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 19.166666666666668, "throughputPerHour": 18.833333333333332,
"waiting": 8741 "waiting": 8745
}, },
"Iluvatar_bi-100": { "Iluvatar_bi-100": {
"available": true, "available": true,
"backlogHours": 40.08510638297872, "backlogHours": 39.133531157270035,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Iluvatar_bi-100", "gpu": "Iluvatar_bi-100",
@@ -558,103 +558,103 @@
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 9, "recentSuccess": 9,
"recentSuccessRate": 0.02735562310030395, "recentSuccessRate": 0.026706231454005934,
"recentTerminal": 329, "recentTerminal": 337,
"recentWilsonLowerBound": 0.014457172294393179, "recentWilsonLowerBound": 0.014112452665059113,
"running": 24, "running": 24,
"selectionWeight": 0.065, "selectionWeight": 0.065,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 54.833333333333336, "throughputPerHour": 56.166666666666664,
"waiting": 2198 "waiting": 2198
}, },
"Iluvatar_bi-150": { "Iluvatar_bi-150": {
"available": true, "available": true,
"backlogHours": 187.68862275449104, "backlogHours": 186.67857142857142,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Iluvatar_bi-150", "gpu": "Iluvatar_bi-150",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 50, "maxConcurrentTasks": 50,
"qualityFactor": 0.3962556774436624, "qualityFactor": 0.3244823972069145,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 33, "recentSuccess": 32,
"recentSuccessRate": 0.19760479041916168, "recentSuccessRate": 0.19047619047619047,
"recentTerminal": 167, "recentTerminal": 168,
"recentWilsonLowerBound": 0.14430792347500765, "recentWilsonLowerBound": 0.13827736527488882,
"running": 1, "running": 1,
"selectionWeight": 0.5151323806767611, "selectionWeight": 0.4218271163689889,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 27.833333333333332, "throughputPerHour": 28.0,
"waiting": 5224 "waiting": 5227
}, },
"Iluvatar_mrv-100": { "Iluvatar_mrv-100": {
"available": true, "available": true,
"backlogHours": 2052.2608695652175, "backlogHours": 2008.7234042553193,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Iluvatar_mrv-100", "gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 2, "maxConcurrentTasks": 2,
"qualityFactor": 0.5923322567808564, "qualityFactor": 0.5069270820371307,
"queueFactor": 0.9281721538505407, "queueFactor": 0.9308923129394613,
"queueWeight": 0.9281721538505407, "queueWeight": 0.9308923129394613,
"recentSuccess": 13, "recentSuccess": 13,
"recentSuccessRate": 0.2826086956521739, "recentSuccessRate": 0.2765957446808511,
"recentTerminal": 46, "recentTerminal": 47,
"recentWilsonLowerBound": 0.1732404154491407, "recentWilsonLowerBound": 0.16936405991152934,
"running": 2, "running": 2,
"selectionWeight": 0.5497863065714391, "selectionWeight": 0.4718945238891966,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 7.666666666666667, "throughputPerHour": 7.833333333333333,
"waiting": 15734 "waiting": 15735
}, },
"Kunlunxin_p-800": { "Kunlunxin_p-800": {
"available": true, "available": true,
"backlogHours": 332.6616541353383, "backlogHours": 335.40909090909093,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Kunlunxin_p-800", "gpu": "Kunlunxin_p-800",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 8, "maxConcurrentTasks": 8,
"qualityFactor": 0.7181282577887562, "qualityFactor": 0.5155475902587526,
"queueFactor": 1.21944722083366, "queueFactor": 1.2175904708722307,
"queueWeight": 1.21944722083366, "queueWeight": 1.2175904708722307,
"recentSuccess": 34, "recentSuccess": 31,
"recentSuccessRate": 0.2556390977443609, "recentSuccessRate": 0.23484848484848486,
"recentTerminal": 133, "recentTerminal": 132,
"recentWilsonLowerBound": 0.18908882696541707, "recentWilsonLowerBound": 0.17066718052506505,
"running": 8, "running": 8,
"selectionWeight": 0.8757195081626169, "selectionWeight": 0.6277258331801985,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 22.166666666666668, "throughputPerHour": 22.0,
"waiting": 7374 "waiting": 7379
}, },
"MetaX_c-500": { "MetaX_c-500": {
"available": true, "available": true,
"backlogHours": 800.3076923076923, "backlogHours": 780.2249999999999,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "MetaX_c-500", "gpu": "MetaX_c-500",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 4, "maxConcurrentTasks": 4,
"qualityFactor": 1.4648960917665457, "qualityFactor": 1.3652838050506475,
"queueFactor": 1.0689930236744238, "queueFactor": 1.0727647280577346,
"queueWeight": 1.0689930236744238, "queueWeight": 1.0727647280577346,
"recentSuccess": 28, "recentSuccess": 29,
"recentSuccessRate": 0.358974358974359, "recentSuccessRate": 0.3625,
"recentTerminal": 78, "recentTerminal": 80,
"recentWilsonLowerBound": 0.26145402020689096, "recentWilsonLowerBound": 0.26570633724259446,
"running": 4, "running": 4,
"selectionWeight": 1.565963702506366, "selectionWeight": 1.464628309846787,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 13.0, "throughputPerHour": 13.333333333333334,
"waiting": 10404 "waiting": 10403
}, },
"Mthreads_s4000": { "Mthreads_s4000": {
"available": true, "available": true,
@@ -664,15 +664,15 @@
"gpu": "Mthreads_s4000", "gpu": "Mthreads_s4000",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 4, "maxConcurrentTasks": 4,
"qualityFactor": 2.155323312304891, "qualityFactor": 1.7024856547413125,
"queueFactor": 0.8938066090383083, "queueFactor": 0.8935474236123008,
"queueWeight": 0.8938066090383083, "queueWeight": 0.8935474236123008,
"recentSuccess": 22, "recentSuccess": 21,
"recentSuccessRate": 0.44, "recentSuccessRate": 0.42,
"recentTerminal": 50, "recentTerminal": 50,
"recentWilsonLowerBound": 0.3116198721023535, "recentWilsonLowerBound": 0.2937479723456693,
"running": 4, "running": 4,
"selectionWeight": 1.9264422211524495, "selectionWeight": 1.5212516705310009,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 8.333333333333334, "throughputPerHour": 8.333333333333334,
@@ -680,74 +680,74 @@
}, },
"Sunrise_pt-200-x1": { "Sunrise_pt-200-x1": {
"available": true, "available": true,
"backlogHours": 3498.0, "backlogHours": 3380.4,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Sunrise_pt-200-x1", "gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 2, "maxConcurrentTasks": 2,
"qualityFactor": 0.4126131182256658, "qualityFactor": 0.3430793464803332,
"queueFactor": 0.8568216840573539, "queueFactor": 0.8609783899007593,
"queueWeight": 0.8568216840573539, "queueWeight": 0.8609783899007593,
"recentSuccess": 8, "recentSuccess": 8,
"recentSuccessRate": 0.27586206896551724, "recentSuccessRate": 0.26666666666666666,
"recentTerminal": 29, "recentTerminal": 30,
"recentWilsonLowerBound": 0.1469858133850274, "recentWilsonLowerBound": 0.14182495553910618,
"running": 2, "running": 2,
"selectionWeight": 0.35353586682227106, "selectionWeight": 0.295383903340842,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 4.833333333333333, "throughputPerHour": 5.0,
"waiting": 16907 "waiting": 16902
}, },
"Vastai_va16": { "Vastai_va16": {
"available": true, "available": true,
"backlogHours": 1441.5, "backlogHours": 1464.3809523809523,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Vastai_va16", "gpu": "Vastai_va16",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 16, "maxConcurrentTasks": 16,
"qualityFactor": 0.277493156281616, "qualityFactor": 0.16043004427977,
"queueFactor": 0.9786811478228078, "queueFactor": 0.9760888556250952,
"queueWeight": 0.9786811478228078, "queueWeight": 0.9760888556250952,
"recentSuccess": 13, "recentSuccess": 11,
"recentSuccessRate": 0.203125, "recentSuccessRate": 0.1746031746031746,
"recentTerminal": 64, "recentTerminal": 63,
"recentWilsonLowerBound": 0.12273302562695813, "recentWilsonLowerBound": 0.10039293923176863,
"running": 16, "running": 16,
"selectionWeight": 0.27157732070266577, "selectionWeight": 0.15659397832892405,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 10.666666666666666, "throughputPerHour": 10.5,
"waiting": 15376 "waiting": 15376
}, },
"hygon_k100-ai": { "hygon_k100-ai": {
"available": true, "available": true,
"backlogHours": 1201.148936170213, "backlogHours": 1164.0618556701031,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "hygon_k100-ai", "gpu": "hygon_k100-ai",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 6, "maxConcurrentTasks": 6,
"qualityFactor": 1.0445606251697486, "qualityFactor": 0.9566374052738081,
"queueFactor": 1.0058283920463642, "queueFactor": 1.0102783731621952,
"queueWeight": 1.0058283920463642, "queueWeight": 1.0102783731621952,
"recentSuccess": 29, "recentSuccess": 30,
"recentSuccessRate": 0.30851063829787234, "recentSuccessRate": 0.30927835051546393,
"recentTerminal": 94, "recentTerminal": 97,
"recentWilsonLowerBound": 0.2241995789114178, "recentWilsonLowerBound": 0.22604022957947018,
"running": 6, "running": 6,
"selectionWeight": 1.0506487340094333, "selectionWeight": 0.9664700815061265,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 15.666666666666666, "throughputPerHour": 16.166666666666668,
"waiting": 18818 "waiting": 18819
} }
}, },
"queueAttemptedAt": "2026-10-01T12:44:34.402129+00:00", "queueAttemptedAt": "2026-10-01T12:55:13.574331+00:00",
"queueError": null, "queueError": null,
"queueUpdatedAt": "2026-10-01T12:44:34.402129+00:00", "queueUpdatedAt": "2026-10-01T12:55:13.574331+00:00",
"supportedGpus": [ "supportedGpus": [
"Vastai_va16", "Vastai_va16",
"Cambricon_mlu-370-x4", "Cambricon_mlu-370-x4",

6
.modelhub_state/official_capabilities.json
View File

@@ -1,5 +1,5 @@
{ {
"catalogUpdatedAt": "2026-10-01T12:51:40.650470+00:00", "catalogUpdatedAt": "2026-10-01T12:55:13.574331+00:00",
"configuredTaskTypes": [ "configuredTaskTypes": [
"text-generation" "text-generation"
], ],
@@ -56,7 +56,7 @@
"time-series-forecasting" "time-series-forecasting"
], ],
"errors": [], "errors": [],
"generatedAt": "2026-10-01T12:51:40.650470+00:00", "generatedAt": "2026-10-01T12:55:13.574331+00:00",
"gpuCatalog": { "gpuCatalog": {
"Ascend_910-b3": { "Ascend_910-b3": {
"canVerify": true, "canVerify": true,
@@ -6704,6 +6704,6 @@
"updateTime": "2025-12-22 08:59:53" "updateTime": "2025-12-22 08:59:53"
} }
], ],
"taskTreeUpdatedAt": "2026-10-01T12:51:40.650470+00:00", "taskTreeUpdatedAt": "2026-10-01T12:55:13.574331+00:00",
"version": 1 "version": 1
} }

92
.modelhub_state/outcome_checkpoint.json
View File

@@ -1,6 +1,6 @@
{ {
"generatedAt": "2026-10-01T12:15:56.957795+00:00", "generatedAt": "2026-10-01T12:52:52.433449+00:00",
"lastSyncTime": "2026-10-01T12:15:56.664787+00:00", "lastSyncTime": "2026-10-01T12:52:52.174295+00:00",
"recentLimit": 300, "recentLimit": 300,
"report": { "report": {
"architectureCompatibilityBlocks": { "architectureCompatibilityBlocks": {
@@ -4616,7 +4616,7 @@
"decisionSuccessRate": 0.3016, "decisionSuccessRate": 0.3016,
"decisionTotal": 63, "decisionTotal": 63,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 26, "ambiguous_runtime": 27,
"backend_operator": 6, "backend_operator": 6,
"framework_architecture_unsupported": 21, "framework_architecture_unsupported": 21,
"memory_capacity": 1, "memory_capacity": 1,
@@ -4624,18 +4624,18 @@
"runtime_memory": 10, "runtime_memory": 10,
"参数/模板问题": 2 "参数/模板问题": 2
}, },
"failureCount": 72, "failureCount": 73,
"failureRate": 0.7912, "failureRate": 0.7935,
"framework": "vllm_0_17_0_corex_4_4_0", "framework": "vllm_0_17_0_corex_4_4_0",
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 0, "platformFailureCount": 0,
"successCount": 19, "successCount": 19,
"successRate": 0.2088, "successRate": 0.2065,
"targetGpu": "Iluvatar_bi-150", "targetGpu": "Iluvatar_bi-150",
"taskType": "text-generation", "taskType": "text-generation",
"total": 91, "total": 92,
"unresolvedFailureCount": 28 "unresolvedFailureCount": 29
}, },
"Iluvatar_bi-150|vllm_fix_tokenizer|text-generation": { "Iluvatar_bi-150|vllm_fix_tokenizer|text-generation": {
"attributableFailureCount": 9, "attributableFailureCount": 9,
@@ -6145,7 +6145,7 @@
"decisionSuccessRate": 0.3016, "decisionSuccessRate": 0.3016,
"decisionTotal": 63, "decisionTotal": 63,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 26, "ambiguous_runtime": 27,
"backend_operator": 6, "backend_operator": 6,
"framework_architecture_unsupported": 21, "framework_architecture_unsupported": 21,
"memory_capacity": 1, "memory_capacity": 1,
@@ -6153,15 +6153,15 @@
"runtime_memory": 10, "runtime_memory": 10,
"参数/模板问题": 2 "参数/模板问题": 2
}, },
"failureCount": 72, "failureCount": 73,
"failureRate": 0.7912, "failureRate": 0.7935,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 0, "platformFailureCount": 0,
"successCount": 19, "successCount": 19,
"successRate": 0.2088, "successRate": 0.2065,
"total": 91, "total": 92,
"unresolvedFailureCount": 28 "unresolvedFailureCount": 29
}, },
"vllm_fix_tokenizer": { "vllm_fix_tokenizer": {
"attributableFailureCount": 159, "attributableFailureCount": 159,
@@ -6217,7 +6217,7 @@
"unresolvedFailureCount": 225 "unresolvedFailureCount": 225
} }
}, },
"generatedAt": "2026-10-01T12:15:56.944495+00:00", "generatedAt": "2026-10-01T12:52:52.419611+00:00",
"gpuSummaries": { "gpuSummaries": {
"Ascend_910-b3": { "Ascend_910-b3": {
"attributableFailureCount": 113, "attributableFailureCount": 113,
@@ -6387,7 +6387,7 @@
"decisionSuccessRate": 0.1647, "decisionSuccessRate": 0.1647,
"decisionTotal": 911, "decisionTotal": 911,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 653, "ambiguous_runtime": 654,
"architecture_compatibility": 15, "architecture_compatibility": 15,
"backend_operator": 12, "backend_operator": 12,
"context_length": 29, "context_length": 29,
@@ -6402,15 +6402,15 @@
"日志缺失": 155, "日志缺失": 155,
"验证失败": 30 "验证失败": 30
}, },
"failureCount": 1940, "failureCount": 1941,
"failureRate": 0.9282, "failureRate": 0.9283,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 21, "platformFailureCount": 21,
"successCount": 150, "successCount": 150,
"successRate": 0.0718, "successRate": 0.0717,
"total": 2090, "total": 2091,
"unresolvedFailureCount": 1158 "unresolvedFailureCount": 1159
}, },
"Iluvatar_mrv-100": { "Iluvatar_mrv-100": {
"attributableFailureCount": 975, "attributableFailureCount": 975,
@@ -15823,10 +15823,10 @@
"decisionSuccessRate": 0.0, "decisionSuccessRate": 0.0,
"decisionTotal": 0, "decisionTotal": 0,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 7, "ambiguous_runtime": 8,
"参数/模板问题": 1 "参数/模板问题": 1
}, },
"failureCount": 8, "failureCount": 9,
"failureRate": 1.0, "failureRate": 1.0,
"framework": "vllm_0_17_0_corex_4_4_0", "framework": "vllm_0_17_0_corex_4_4_0",
"modelType": "qwen3_5", "modelType": "qwen3_5",
@@ -15838,8 +15838,8 @@
"successRate": 0.0, "successRate": 0.0,
"targetGpu": "Iluvatar_bi-150", "targetGpu": "Iluvatar_bi-150",
"taskType": "text-generation", "taskType": "text-generation",
"total": 8, "total": 9,
"unresolvedFailureCount": 8 "unresolvedFailureCount": 9
}, },
"Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|qwen3|none": { "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|qwen3|none": {
"attributableFailureCount": 0, "attributableFailureCount": 0,
@@ -42005,6 +42005,30 @@
"total": 1, "total": 1,
"unresolvedFailureCount": 1 "unresolvedFailureCount": 1
}, },
"Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|qwen3_5|none|32": {
"attributableFailureCount": 0,
"decisionFailureRate": 0.0,
"decisionSuccessRate": 0.0,
"decisionTotal": 0,
"failureBreakdown": {
"ambiguous_runtime": 1
},
"failureCount": 1,
"failureRate": 1.0,
"framework": "vllm_0_17_0_corex_4_4_0",
"loadSizeLog2Bucket": 32,
"modelType": "qwen3_5",
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"quantizationMethod": "none",
"successCount": 0,
"successRate": 0.0,
"targetGpu": "Iluvatar_bi-150",
"taskType": "text-generation",
"total": 1,
"unresolvedFailureCount": 1
},
"Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|qwen3_5|none|33": { "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|qwen3_5|none|33": {
"attributableFailureCount": 0, "attributableFailureCount": 0,
"decisionFailureRate": 0.0, "decisionFailureRate": 0.0,
@@ -54379,15 +54403,15 @@
"unresolvedFailureCount": 0 "unresolvedFailureCount": 0
} }
}, },
"terminalRecords": 17199, "terminalRecords": 17200,
"totalRecords": 17420, "totalRecords": 17421,
"totals": { "totals": {
"attributableFailureCount": 6168, "attributableFailureCount": 6168,
"decisionFailureRate": 0.8635, "decisionFailureRate": 0.8635,
"decisionSuccessRate": 0.1365, "decisionSuccessRate": 0.1365,
"decisionTotal": 7143, "decisionTotal": 7143,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 4489, "ambiguous_runtime": 4490,
"architecture_compatibility": 212, "architecture_compatibility": 212,
"attention_backend": 3, "attention_backend": 3,
"backend_operator": 128, "backend_operator": 128,
@@ -54403,30 +54427,30 @@
"日志缺失": 719, "日志缺失": 719,
"验证失败": 676 "验证失败": 676
}, },
"failureCount": 16224, "failureCount": 16225,
"failureRate": 0.9433, "failureRate": 0.9433,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 944, "platformFailureCount": 944,
"successCount": 975, "successCount": 975,
"successRate": 0.0567, "successRate": 0.0567,
"total": 17199, "total": 17200,
"unresolvedFailureCount": 9112 "unresolvedFailureCount": 9113
}, },
"warnings": [ "warnings": [
"GPU Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Ascend_910-b4 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Ascend_910-b4 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU MetaX_c-500 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Cambricon_mlu-370-x4 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Cambricon_mlu-370-x4 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Iluvatar_bi-100 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Iluvatar_bi-100 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU hygon_k100-ai 本地统计失败率偏高（≥50%），建议重点关注。", "GPU hygon_k100-ai 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Kunlunxin_p-800 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Kunlunxin_p-800 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Vastai_va16 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Iluvatar_bi-150 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Iluvatar_bi-150 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU MetaX_c-500 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Vastai_va16 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Ascend_910-b3 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Ascend_910-b3 本地统计失败率偏高（≥50%），建议重点关注。",
"组合 Ascend_910-b4|llamacpp|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Ascend_910-b4|llamacpp|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
"组合 Kunlunxin_p-800|vllm_tokenizer_patch|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Kunlunxin_p-800|vllm_tokenizer_patch|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -54471,6 +54495,6 @@
] ]
}, },
"storageMode": "decision_state_only", "storageMode": "decision_state_only",
"summarizedRecords": 17420, "summarizedRecords": 17421,
"version": 1 "version": 1
} }

986
.modelhub_state/recovery_active_tasks.jsonl
View File

File diff suppressed because it is too large Load Diff

1468
.modelhub_state/recovery_intents.jsonl
View File

File diff suppressed because it is too large Load Diff

18
manifest.json
View File

@@ -2,24 +2,24 @@
"agentVersion": "2026.09.22.1", "agentVersion": "2026.09.22.1",
"checksums": { "checksums": {
".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1", ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
".modelhub_state/architecture_compatibility_blacklist.json": "9041d62f5126f1352322a9e42ca7f7e4f306274ac56f805fee22628444c64f57", ".modelhub_state/architecture_compatibility_blacklist.json": "ae85424a002590f0a1d8a87e373037a93b0ef400d130c88738082b28c4b9c2f0",
".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
".modelhub_state/market_intelligence.json": "4d87bddbb6379c127c802f46fd5d1cf7174fc15076d33808af0951f928e9870a", ".modelhub_state/market_intelligence.json": "a60459664f24e14da2463960326adb6f390d54f382734e1f896dafe2f5bbb7ff",
".modelhub_state/official_capabilities.json": "ea4bf24e8818ca8f8e8be0d4071f3c1cafc9ddb7c4cdcad852c6305261e219ba", ".modelhub_state/official_capabilities.json": "ba6f2da54fe0e98f30c9aad170c429d54b114b244e42de97ddf08c8974ce2318",
".modelhub_state/outcome_checkpoint.json": "d762cc285e6e94de5ee6b27752f24cc8d1cb09ab3a7c05675456dd5e5571d751", ".modelhub_state/outcome_checkpoint.json": "c261e11b7853bd924296aa1d675b9d05b163e6c5c95e28e07cff57ea0d41ab26",
".modelhub_state/queue_cleanup_latest.json": "b8d4ee6abdce7b813a365a651d9af6115f89aed9cbf5ddf95e19efa44fc83b74", ".modelhub_state/queue_cleanup_latest.json": "b8d4ee6abdce7b813a365a651d9af6115f89aed9cbf5ddf95e19efa44fc83b74",
".modelhub_state/recent_outcomes.jsonl": "2523ec2f7019354108df01107e7f0a74a17201a51201d3993b38b265a6fafd64", ".modelhub_state/recent_outcomes.jsonl": "2523ec2f7019354108df01107e7f0a74a17201a51201d3993b38b265a6fafd64",
".modelhub_state/recovery_active_tasks.jsonl": "e7ab2caeae4b8bf64750042ab74fcb2c0393fa8905a6848f363ba98fec4f1084", ".modelhub_state/recovery_active_tasks.jsonl": "5bfd85bc5a0ec80098d06ced0967a22980510468501ca29e9a55ee2052828689",
".modelhub_state/recovery_intents.jsonl": "7a357c56ce1b081c31d7d9861be2126c166dd9e380aa5eea91f0c764617a273a", ".modelhub_state/recovery_intents.jsonl": "8eb30888a7e16d03016fedc82741113dca50de120a3980f373d545c157d009a3",
".modelhub_state/routing_intelligence.json": "be70813f166dbb5be16db60ed04936b987ed15d3c008065b231ff723a2ff8af2", ".modelhub_state/routing_intelligence.json": "be70813f166dbb5be16db60ed04936b987ed15d3c008065b231ff723a2ff8af2",
".modelhub_state/submission_exclusions.jsonl": "1e62f6ba5bd2ba5f2f360bc134b44f7b69190230dd0e274919a87a73ea66761c", ".modelhub_state/submission_exclusions.jsonl": "1e62f6ba5bd2ba5f2f360bc134b44f7b69190230dd0e274919a87a73ea66761c",
".modelhub_state/worker_crashes.jsonl": "21a892d638884250c04f19e07a433baae065285327484e361c9e5067b0bc17dd", ".modelhub_state/worker_crashes.jsonl": "21a892d638884250c04f19e07a433baae065285327484e361c9e5067b0bc17dd",
"ledger/submissions.jsonl": "df55c27b6222f1db9b2199de1f752febef86086c2a190e1737545147523fb103", "ledger/submissions.jsonl": "df55c27b6222f1db9b2199de1f752febef86086c2a190e1737545147523fb103",
"outcomes/submissions.jsonl": "27337fa506f52d0b23c0f0da42280c10e2fca884b2ee38f7402b364192d3cfd3" "outcomes/submissions.jsonl": "c02d62a4f17eff1dcb18804d014c80ff3675c2721c2f8501cdcde7aee6d10fbb"
}, },
"generation": 19225, "generation": 19226,
"phase": "cycle", "phase": "cycle",
"schemaVersion": 1, "schemaVersion": 1,
"updatedAt": "2026-10-01T12:51:50.732989+00:00", "updatedAt": "2026-10-01T12:55:39.797930+00:00",
"writerId": "a812d0e025c3474eb16b828a4d987334" "writerId": "a812d0e025c3474eb16b828a4d987334"
} }

1
outcomes/submissions.jsonl
View File

@@ -167,7 +167,6 @@
{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-18T00:44:15.587030+00:00", "modelId": "mlx-community/LFM2.5-1.2B-Thinking-8bit", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 1243645809, "estimatedRequiredGiB": 1.395, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": 1248409935, "modelscopeLicense": "other", "modelscopeParams": 329251584, "modelscopeTags": ["license:other", "model_type:lfm2", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 1248409935}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T16:34:57.137322+00:00", "targetGpu": "Vastai_va16", "taskId": "4919178", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-18T00:44:15.587030+00:00", "modelId": "mlx-community/LFM2.5-1.2B-Thinking-8bit", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 1243645809, "estimatedRequiredGiB": 1.395, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": 1248409935, "modelscopeLicense": "other", "modelscopeParams": 329251584, "modelscopeTags": ["license:other", "model_type:lfm2", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 1248409935}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T16:34:57.137322+00:00", "targetGpu": "Vastai_va16", "taskId": "4919178", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "llamacpp", "lastSyncTime": "2026-09-18T00:44:15.586988+00:00", "modelId": "RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-GGUF", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "2081e784bf647d2735a87e674cde25dff30d7327eb04a4015607c2c9f9a8f0d9", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 629247648, "estimatedRequiredGiB": 25.142, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "modelhub_preflight_oom:24"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 22496243465, "modelscopeLicense": "apache-2.0", "modelscopeParams": 27320697856, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:gguf", "task:text-generation", "custom_tag:qwen3", "custom_tag:qwen3.8", "custom_tag:orcarouter", "custom_tag:gsq", "custom_tag:rco", "custom_tag:gguf", "custom_tag:quantized", "custom_tag:speculative-decoding", "custom_tag:mtp", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-use", "custom_tag:16gb-vram", "custom_tag:image-text-to-text", "custom_tag:vision", "custom_tag:multimodal", "custom_tag:mmproj", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 22496243465}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T16:34:57.049175+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4919173", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "llamacpp", "lastSyncTime": "2026-09-18T00:44:15.586988+00:00", "modelId": "RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-GGUF", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "2081e784bf647d2735a87e674cde25dff30d7327eb04a4015607c2c9f9a8f0d9", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 629247648, "estimatedRequiredGiB": 25.142, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "modelhub_preflight_oom:24"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 22496243465, "modelscopeLicense": "apache-2.0", "modelscopeParams": 27320697856, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:gguf", "task:text-generation", "custom_tag:qwen3", "custom_tag:qwen3.8", "custom_tag:orcarouter", "custom_tag:gsq", "custom_tag:rco", "custom_tag:gguf", "custom_tag:quantized", "custom_tag:speculative-decoding", "custom_tag:mtp", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-use", "custom_tag:16gb-vram", "custom_tag:image-text-to-text", "custom_tag:vision", "custom_tag:multimodal", "custom_tag:mmproj", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 22496243465}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T16:34:57.049175+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4919173", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-18T00:44:15.587040+00:00", "modelId": "ManniX-ITA/Ornith-1.5-27B-A3B-CoderX", "modelProfile": {"architectures": ["Qwen3_5MoeForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 52429250296, "estimatedRequiredGiB": 58.623, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe_text", "modelscopeFileSize": 52454809833, "modelscopeLicense": "apache-2.0", "modelscopeParams": 26213016704, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5_moe_text", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:moe", "custom_tag:expert-pruning", "custom_tag:code", "custom_tag:mtp", "custom_tag:ornith", "custom_tag:reap", "custom_tag:ream", "custom_tag:omnimergekit"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 52454809833}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T16:34:57.068222+00:00", "targetGpu": "Biren_166m", "taskId": "4919174", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-18T00:44:15.587040+00:00", "modelId": "ManniX-ITA/Ornith-1.5-27B-A3B-CoderX", "modelProfile": {"architectures": ["Qwen3_5MoeForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 52429250296, "estimatedRequiredGiB": 58.623, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe_text", "modelscopeFileSize": 52454809833, "modelscopeLicense": "apache-2.0", "modelscopeParams": 26213016704, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5_moe_text", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:moe", "custom_tag:expert-pruning", "custom_tag:code", "custom_tag:mtp", "custom_tag:ornith", "custom_tag:reap", "custom_tag:ream", "custom_tag:omnimergekit"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 52454809833}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T16:34:57.068222+00:00", "targetGpu": "Biren_166m", "taskId": "4919174", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": "2026-09-18T00:55:47.967330+00:00", "modelId": "ornith-ai/Ornith-1.5-9B-MLX-6bit", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 7276346365, "estimatedRequiredGiB": 8.156, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "modelhub_preflight_oom:24"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 7298158256, "modelscopeLicense": null, "modelscopeParams": 1959473664, "modelscopeTags": ["model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 7298158256}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T16:51:39.112864+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4919520", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-18T01:07:18.103240+00:00", "modelId": "SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "modelProfile": {"architectures": ["Qwen3ForCut"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 8046243744, "estimatedRequiredGiB": 9.01, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3", "modelscopeFileSize": 8062181376, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 4023098880, "modelscopeTags": ["license:Apache License 2.0", "model_type:qwen3", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 8062181376}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T17:02:26.093458+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4919707", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-18T01:07:18.103240+00:00", "modelId": "SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "modelProfile": {"architectures": ["Qwen3ForCut"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 8046243744, "estimatedRequiredGiB": 9.01, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3", "modelscopeFileSize": 8062181376, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 4023098880, "modelscopeTags": ["license:Apache License 2.0", "model_type:qwen3", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 8062181376}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T17:02:26.093458+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4919707", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": "2026-09-18T01:07:18.103208+00:00", "modelId": "rapid-mlx/Qwen3.8-27B-4bit-MTP-MLX", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16293475486, "estimatedRequiredGiB": 18.239, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "modelhub_preflight_oom:24"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 16320427112, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4665462000, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:rapid-mlx", "custom_tag:qwen3.8", "custom_tag:qwen3.8-27b", "custom_tag:4-bit", "custom_tag:mtp", "custom_tag:speculative-decoding"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16320427112}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T17:02:26.055864+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4919708", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": "2026-09-18T01:07:18.103208+00:00", "modelId": "rapid-mlx/Qwen3.8-27B-4bit-MTP-MLX", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16293475486, "estimatedRequiredGiB": 18.239, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "modelhub_preflight_oom:24"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 16320427112, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4665462000, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:rapid-mlx", "custom_tag:qwen3.8", "custom_tag:qwen3.8-27b", "custom_tag:4-bit", "custom_tag:mtp", "custom_tag:speculative-decoding"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16320427112}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T17:02:26.055864+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4919708", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-18T01:07:18.103258+00:00", "modelId": "mlx-community/LFM2.5-1.2B-Thinking-8bit", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 1243645809, "estimatedRequiredGiB": 1.395, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": 1248409935, "modelscopeLicense": "other", "modelscopeParams": 329251584, "modelscopeTags": ["license:other", "model_type:lfm2", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 1248409935}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T17:02:26.170226+00:00", "targetGpu": "Biren_166m", "taskId": "4919710", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-18T01:07:18.103258+00:00", "modelId": "mlx-community/LFM2.5-1.2B-Thinking-8bit", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 1243645809, "estimatedRequiredGiB": 1.395, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": 1248409935, "modelscopeLicense": "other", "modelscopeParams": 329251584, "modelscopeTags": ["license:other", "model_type:lfm2", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 1248409935}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T17:02:26.170226+00:00", "targetGpu": "Biren_166m", "taskId": "4919710", "taskType": "text-generation", "verifyResult": null}