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

state: generation 5152 (cycle)

Browse Source
This commit is contained in:
CoolBoy
2026-09-10 12:07:59 +00:00
parent b128772182
commit 50a2cad333
9 changed files with 2187 additions and 2185 deletions
Download Patch File Download Diff File Expand all files Collapse all files

2
.modelhub_state/architecture_compatibility_blacklist.json
View File

@@ -1313,7 +1313,7 @@
"taskType": "text-generation" "taskType": "text-generation"
} }
}, },
"generatedAt": "2026-09-10T12:05:08.299580+00:00", "generatedAt": "2026-09-10T12:07:58.801659+00:00",
"summary": { "summary": {
"activeBlockCount": 66, "activeBlockCount": 66,
"byGpuFramework": { "byGpuFramework": {

6
.modelhub_state/architecture_history_backfill.json
View File

@@ -51,7 +51,7 @@
"4": { "4": {
"complete": false, "complete": false,
"lastError": "ModelHubAPIError: 系统错误", "lastError": "ModelHubAPIError: 系统错误",
"listingErrors": 366, "listingErrors": 367,
"nextPage": 1, "nextPage": 1,
"recordsScanned": 0, "recordsScanned": 0,
"uniqueRecords": 0 "uniqueRecords": 0
@@ -102,12 +102,12 @@
"cutoffAt": "2026-09-04T03:55:51.365685+00:00", "cutoffAt": "2026-09-04T03:55:51.365685+00:00",
"failureLogsInspected": 0, "failureLogsInspected": 0,
"mode": "incremental_decision_only", "mode": "incremental_decision_only",
"nextAccountIndex": 4, "nextAccountIndex": 5,
"recordsScanned": 0, "recordsScanned": 0,
"seenTaskIds": [], "seenTaskIds": [],
"startedAt": "2026-09-04T03:55:51.365685+00:00", "startedAt": "2026-09-04T03:55:51.365685+00:00",
"terminalRecords": 0, "terminalRecords": 0,
"uniqueRecords": 0, "uniqueRecords": 0,
"updatedAt": "2026-09-10T12:05:08.240989+00:00", "updatedAt": "2026-09-10T12:07:58.775856+00:00",
"version": 1 "version": 1
} }

282
.modelhub_state/market_intelligence.json
View File

@@ -416,121 +416,121 @@
} }
}, },
"frameworkUpdatedAt": null, "frameworkUpdatedAt": null,
"generatedAt": "2026-09-10T12:03:38.646216+00:00", "generatedAt": "2026-09-10T12:06:15.406817+00:00",
"gpuStats": { "gpuStats": {
"Ascend_910-b3": { "Ascend_910-b3": {
"available": true, "available": true,
"backlogHours": 974.7916666666666, "backlogHours": 995.6170212765958,
"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": 1.021443346653475, "qualityFactor": 0.8570817980313793,
"queueFactor": 0.9608099120081378, "queueFactor": 0.959539296413968,
"queueWeight": 0.9608099120081378, "queueWeight": 0.959539296413968,
"recentSuccess": 56, "recentSuccess": 53,
"recentSuccessRate": 0.3888888888888889, "recentSuccessRate": 0.375886524822695,
"recentTerminal": 144, "recentTerminal": 141,
"recentWilsonLowerBound": 0.31313968172670287, "recentWilsonLowerBound": 0.3002292151562218,
"running": 8, "running": 8,
"selectionWeight": 0.981412892019423, "selectionWeight": 0.8224036654522483,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 24.0, "throughputPerHour": 23.5,
"waiting": 23395 "waiting": 23397
}, },
"Ascend_910-b4": { "Ascend_910-b4": {
"available": true, "available": true,
"backlogHours": 1005.2560975609756, "backlogHours": 987.1616766467066,
"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": 0.791871348450922, "qualityFactor": 0.6992181035803156,
"queueFactor": 0.9563849614565053, "queueFactor": 0.9607676447825316,
"queueWeight": 0.9563849614565053, "queueWeight": 0.9607676447825316,
"recentSuccess": 57, "recentSuccess": 57,
"recentSuccessRate": 0.3475609756097561, "recentSuccessRate": 0.3413173652694611,
"recentTerminal": 164, "recentTerminal": 167,
"recentWilsonLowerBound": 0.27892260810607894, "recentWilsonLowerBound": 0.2736949382303017,
"running": 8, "running": 8,
"selectionWeight": 0.757333849066746, "selectionWeight": 0.671786130566168,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 27.333333333333332, "throughputPerHour": 27.833333333333332,
"waiting": 27477 "waiting": 27476
}, },
"Biren_166m": { "Biren_166m": {
"available": true, "available": true,
"backlogHours": 120.6787330316742, "backlogHours": 123.36111111111111,
"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": 0.21991978497447676, "qualityFactor": 0.17864385584698908,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 45, "recentSuccess": 42,
"recentSuccessRate": 0.20361990950226244, "recentSuccessRate": 0.19444444444444445,
"recentTerminal": 221, "recentTerminal": 216,
"recentWilsonLowerBound": 0.1558041506696963, "recentWilsonLowerBound": 0.1471946266613268,
"running": 8, "running": 8,
"selectionWeight": 0.28589572046681977, "selectionWeight": 0.2322370126010858,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 36.833333333333336, "throughputPerHour": 36.0,
"waiting": 4445 "waiting": 4441
}, },
"Cambricon_mlu-370-x4": { "Cambricon_mlu-370-x4": {
"available": true, "available": true,
"backlogHours": 933.4945054945056, "backlogHours": 885.25,
"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": 0.0875604369534539, "qualityFactor": 0.08545205491907827,
"queueFactor": 0.9670690424515638, "queueFactor": 0.9766000043511033,
"queueWeight": 0.9670690424515638, "queueWeight": 0.9766000043511033,
"recentSuccess": 15, "recentSuccess": 16,
"recentSuccessRate": 0.16483516483516483, "recentSuccessRate": 0.16666666666666666,
"recentTerminal": 91, "recentTerminal": 96,
"recentWilsonLowerBound": 0.10251340708451503, "recentWilsonLowerBound": 0.10527292644504677,
"running": 7, "running": 7,
"selectionWeight": 0.08467698792121718, "selectionWeight": 0.08345247720578255,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 15.166666666666666, "throughputPerHour": 16.0,
"waiting": 14158 "waiting": 14164
}, },
"Cambricon_mlu-370-x8": { "Cambricon_mlu-370-x8": {
"available": true, "available": true,
"backlogHours": 486.5504587155963, "backlogHours": 473.35714285714283,
"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": 0.34860830526265546, "qualityFactor": 0.32996556427911,
"queueFactor": 1.0663629881307133, "queueFactor": 1.0727493794026557,
"queueWeight": 1.0663629881307133, "queueWeight": 1.0727493794026557,
"recentSuccess": 29, "recentSuccess": 30,
"recentSuccessRate": 0.26605504587155965, "recentSuccessRate": 0.26785714285714285,
"recentTerminal": 109, "recentTerminal": 112,
"recentWilsonLowerBound": 0.19209740149947543, "recentWilsonLowerBound": 0.19454473061185254,
"running": 7, "running": 7,
"selectionWeight": 0.3717429940870691, "selectionWeight": 0.35397035430466234,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 18.166666666666668, "throughputPerHour": 18.666666666666668,
"waiting": 8839 "waiting": 8836
}, },
"Iluvatar_bi-100": { "Iluvatar_bi-100": {
"available": true, "available": true,
"backlogHours": 44.84905660377358, "backlogHours": 45.98709677419355,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Iluvatar_bi-100", "gpu": "Iluvatar_bi-100",
@@ -539,170 +539,170 @@
"qualityFactor": 0.05, "qualityFactor": 0.05,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 22, "recentSuccess": 20,
"recentSuccessRate": 0.06918238993710692, "recentSuccessRate": 0.06451612903225806,
"recentTerminal": 318, "recentTerminal": 310,
"recentWilsonLowerBound": 0.046127303534686415, "recentWilsonLowerBound": 0.04214868788366702,
"running": 7, "running": 4,
"selectionWeight": 0.065, "selectionWeight": 0.065,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 53.0, "throughputPerHour": 51.666666666666664,
"waiting": 2377 "waiting": 2376
}, },
"Iluvatar_bi-150": { "Iluvatar_bi-150": {
"available": true, "available": true,
"backlogHours": 72.60952380952381, "backlogHours": 73.0926517571885,
"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": 0.09922518436749515, "qualityFactor": 0.0979729566749854,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 45, "recentSuccess": 46,
"recentSuccessRate": 0.14285714285714285, "recentSuccessRate": 0.14696485623003194,
"recentTerminal": 315, "recentTerminal": 313,
"recentWilsonLowerBound": 0.10850977101682924, "recentWilsonLowerBound": 0.11202353896888702,
"running": 2, "running": 1,
"selectionWeight": 0.12899273967774372, "selectionWeight": 0.12736484367748102,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 52.5, "throughputPerHour": 52.166666666666664,
"waiting": 3812 "waiting": 3813
}, },
"Iluvatar_mrv-100": { "Iluvatar_mrv-100": {
"available": true, "available": true,
"backlogHours": 1934.0, "backlogHours": 1894.530612244898,
"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": 0.11777635682289814, "qualityFactor": 0.10342884139193667,
"queueFactor": 0.8669734050826391, "queueFactor": 0.8712672067783878,
"queueWeight": 0.8669734050826391, "queueWeight": 0.8712672067783878,
"recentSuccess": 10, "recentSuccess": 10,
"recentSuccessRate": 0.20833333333333334, "recentSuccessRate": 0.20408163265306123,
"recentTerminal": 48, "recentTerminal": 49,
"recentWilsonLowerBound": 0.11730147795889814, "recentWilsonLowerBound": 0.11481727042813812,
"running": 2, "running": 2,
"selectionWeight": 0.10210896911297591, "selectionWeight": 0.09011415773987756,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 8.0, "throughputPerHour": 8.166666666666666,
"waiting": 15472 "waiting": 15472
}, },
"Kunlunxin_p-800": { "Kunlunxin_p-800": {
"available": true, "available": true,
"backlogHours": 632.7961165048544, "backlogHours": 626.7115384615385,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Kunlunxin_p-800", "gpu": "Kunlunxin_p-800",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 7, "maxConcurrentTasks": 7,
"qualityFactor": 0.21330588364595693, "qualityFactor": 0.21540650787266347,
"queueFactor": 1.0251435301173164, "queueFactor": 1.0285288039167522,
"queueWeight": 1.0251435301173164, "queueWeight": 1.0285288039167522,
"recentSuccess": 23, "recentSuccess": 24,
"recentSuccessRate": 0.22330097087378642, "recentSuccessRate": 0.23076923076923078,
"recentTerminal": 103, "recentTerminal": 104,
"recentWilsonLowerBound": 0.1536565519868537, "recentWilsonLowerBound": 0.1602629748785753,
"running": 7, "running": 7,
"selectionWeight": 0.21866914655560984, "selectionWeight": 0.22155179789815502,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 17.166666666666668, "throughputPerHour": 17.333333333333332,
"waiting": 10863 "waiting": 10863
}, },
"MetaX_c-500": { "MetaX_c-500": {
"available": true, "available": true,
"backlogHours": 540.3307086614172, "backlogHours": 536.203125,
"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": 0.2934174255216794, "qualityFactor": 0.24332862506323158,
"queueFactor": 1.0497244149334761, "queueFactor": 1.052875963403256,
"queueWeight": 1.0497244149334761, "queueWeight": 1.052875963403256,
"recentSuccess": 31, "recentSuccess": 30,
"recentSuccessRate": 0.2440944881889764, "recentSuccessRate": 0.234375,
"recentTerminal": 127, "recentTerminal": 128,
"recentWilsonLowerBound": 0.17762248116708082, "recentWilsonLowerBound": 0.16939254101487963,
"running": 4, "running": 4,
"selectionWeight": 0.3080074353370317, "selectionWeight": 0.2561948605370396,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 21.166666666666668, "throughputPerHour": 21.333333333333332,
"waiting": 11437 "waiting": 11439
}, },
"Mthreads_s4000": { "Mthreads_s4000": {
"available": true, "available": true,
"backlogHours": 1688.3684210526317, "backlogHours": 1757.3424657534247,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Mthreads_s4000", "gpu": "Mthreads_s4000",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 4, "maxConcurrentTasks": 4,
"qualityFactor": 0.7297368675445186, "qualityFactor": 0.6688694249529608,
"queueFactor": 0.8848184356725644, "queueFactor": 0.881146563155052,
"queueWeight": 0.8848184356725644, "queueWeight": 0.881146563155052,
"recentSuccess": 28, "recentSuccess": 27,
"recentSuccessRate": 0.3684210526315789, "recentSuccessRate": 0.3698630136986301,
"recentTerminal": 76, "recentTerminal": 73,
"recentWilsonLowerBound": 0.268752586837069, "recentWilsonLowerBound": 0.26822983017391167,
"running": 4, "running": 4,
"selectionWeight": 0.6456846335933383, "selectionWeight": 0.5893719949967974,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 12.666666666666666, "throughputPerHour": 12.166666666666666,
"waiting": 21386 "waiting": 21381
}, },
"Sunrise_pt-200-x1": { "Sunrise_pt-200-x1": {
"available": true, "available": true,
"backlogHours": 4706.666666666667, "backlogHours": 4236.3,
"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": 0.24218390995353942, "qualityFactor": 0.17408525349035445,
"queueFactor": 0.7586950133589607, "queueFactor": 0.7721978818892602,
"queueWeight": 0.7586950133589607, "queueWeight": 0.7721978818892602,
"recentSuccess": 6, "recentSuccess": 6,
"recentSuccessRate": 0.3333333333333333, "recentSuccessRate": 0.3,
"recentTerminal": 18, "recentTerminal": 20,
"recentWilsonLowerBound": 0.16278554363662856, "recentWilsonLowerBound": 0.14547527396899385,
"running": 2, "running": 2,
"selectionWeight": 0.18374372479752593, "selectionWeight": 0.13442826401340666,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": true,
"throughputPerHour": 3.0, "throughputPerHour": 3.3333333333333335,
"waiting": 14120 "waiting": 14121
}, },
"Vastai_va16": { "Vastai_va16": {
"available": true, "available": true,
"backlogHours": 860.6571428571428, "backlogHours": 899.2835820895523,
"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": 0.35310901838861, "qualityFactor": 0.3596507797485249,
"queueFactor": 0.9789256751616038, "queueFactor": 0.9742986762542366,
"queueWeight": 0.9789256751616038, "queueWeight": 0.9742986762542366,
"recentSuccess": 20, "recentSuccess": 20,
"recentSuccessRate": 0.2857142857142857, "recentSuccessRate": 0.29850746268656714,
"recentTerminal": 70, "recentTerminal": 67,
"recentWilsonLowerBound": 0.19322076591803128, "recentWilsonLowerBound": 0.20231361154976887,
"running": 16, "running": 16,
"selectionWeight": 0.34566748423172117, "selectionWeight": 0.3504072786227918,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 11.666666666666666, "throughputPerHour": 11.166666666666666,
"waiting": 10041 "waiting": 10042
}, },
"hygon_k100-ai": { "hygon_k100-ai": {
"available": true, "available": true,
@@ -713,23 +713,23 @@
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 6, "maxConcurrentTasks": 6,
"qualityFactor": 2.5, "qualityFactor": 2.5,
"queueFactor": 1.0708287890410404, "queueFactor": 1.072808991739469,
"queueWeight": 1.0708287890410404, "queueWeight": 1.072808991739469,
"recentSuccess": 62, "recentSuccess": 64,
"recentSuccessRate": 0.5636363636363636, "recentSuccessRate": 0.5818181818181818,
"recentTerminal": 110, "recentTerminal": 110,
"recentWilsonLowerBound": 0.4703613379728413, "recentWilsonLowerBound": 0.48840398059035006,
"running": 6, "running": 6,
"selectionWeight": 2.677071972602601, "selectionWeight": 2.6820224793486727,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 18.333333333333332, "throughputPerHour": 18.333333333333332,
"waiting": 8675 "waiting": 8675
} }
}, },
"queueAttemptedAt": "2026-09-10T11:54:40.812637+00:00", "queueAttemptedAt": "2026-09-10T12:06:15.406817+00:00",
"queueError": null, "queueError": null,
"queueUpdatedAt": "2026-09-10T11:54:40.812637+00:00", "queueUpdatedAt": "2026-09-10T12:06:15.406817+00:00",
"supportedGpus": [ "supportedGpus": [
"Vastai_va16", "Vastai_va16",
"Iluvatar_mrv-100", "Iluvatar_mrv-100",

1506
.modelhub_state/official_capabilities.json
View File

File diff suppressed because it is too large Load Diff

151
.modelhub_state/outcome_checkpoint.json
View File

@@ -1,6 +1,6 @@
{ {
"generatedAt": "2026-09-10T11:57:54.886814+00:00", "generatedAt": "2026-09-10T12:06:09.429869+00:00",
"lastSyncTime": "2026-09-10T11:57:54.623286+00:00", "lastSyncTime": "2026-09-10T12:06:09.109223+00:00",
"recentLimit": 300, "recentLimit": 300,
"report": { "report": {
"architectureCompatibilityBlocks": { "architectureCompatibilityBlocks": {
@@ -1793,29 +1793,29 @@
"unresolvedFailureCount": 7 "unresolvedFailureCount": 7
}, },
"Iluvatar_mrv-100|unknown|text-generation": { "Iluvatar_mrv-100|unknown|text-generation": {
"attributableFailureCount": 69, "attributableFailureCount": 70,
"decisionFailureRate": 0.8734, "decisionFailureRate": 0.875,
"decisionSuccessRate": 0.1266, "decisionSuccessRate": 0.125,
"decisionTotal": 79, "decisionTotal": 80,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 17, "ambiguous_runtime": 17,
"framework_architecture_unsupported": 46, "framework_architecture_unsupported": 46,
"memory_capacity": 1, "memory_capacity": 1,
"model_load": 22, "model_load": 23,
"参数/模板问题": 2, "参数/模板问题": 2,
"验证失败": 47 "验证失败": 47
}, },
"failureCount": 135, "failureCount": 136,
"failureRate": 0.931, "failureRate": 0.9315,
"framework": "unknown", "framework": "unknown",
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 0, "platformFailureCount": 0,
"successCount": 10, "successCount": 10,
"successRate": 0.069, "successRate": 0.0685,
"targetGpu": "Iluvatar_mrv-100", "targetGpu": "Iluvatar_mrv-100",
"taskType": "text-generation", "taskType": "text-generation",
"total": 145, "total": 146,
"unresolvedFailureCount": 66 "unresolvedFailureCount": 66
}, },
"Kunlunxin_p-800|unknown|text-generation": { "Kunlunxin_p-800|unknown|text-generation": {
@@ -2075,11 +2075,12 @@
"decisionSuccessRate": 0.0, "decisionSuccessRate": 0.0,
"decisionTotal": 1, "decisionTotal": 1,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 1,
"framework_architecture_unsupported": 1, "framework_architecture_unsupported": 1,
"platform_infrastructure": 1, "platform_infrastructure": 1,
"参数/模板问题": 2 "参数/模板问题": 2
}, },
"failureCount": 4, "failureCount": 5,
"failureRate": 1.0, "failureRate": 1.0,
"framework": "vllm", "framework": "vllm",
"pendingCount": 0, "pendingCount": 0,
@@ -2089,8 +2090,8 @@
"successRate": 0.0, "successRate": 0.0,
"targetGpu": "Sunrise_pt-200-x1", "targetGpu": "Sunrise_pt-200-x1",
"taskType": "text-generation", "taskType": "text-generation",
"total": 4, "total": 5,
"unresolvedFailureCount": 2 "unresolvedFailureCount": 3
}, },
"Vastai_va16|unknown|text-generation": { "Vastai_va16|unknown|text-generation": {
"attributableFailureCount": 0, "attributableFailureCount": 0,
@@ -2291,28 +2292,28 @@
"unresolvedFailureCount": 5 "unresolvedFailureCount": 5
}, },
"unknown": { "unknown": {
"attributableFailureCount": 122, "attributableFailureCount": 123,
"decisionFailureRate": 0.7176, "decisionFailureRate": 0.7193,
"decisionSuccessRate": 0.2824, "decisionSuccessRate": 0.2807,
"decisionTotal": 170, "decisionTotal": 171,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 115, "ambiguous_runtime": 115,
"backend_operator": 3, "backend_operator": 3,
"framework_architecture_unsupported": 87, "framework_architecture_unsupported": 87,
"memory_capacity": 5, "memory_capacity": 5,
"model_load": 24, "model_load": 25,
"tokenizer_compatibility": 3, "tokenizer_compatibility": 3,
"参数/模板问题": 56, "参数/模板问题": 56,
"验证失败": 673 "验证失败": 673
}, },
"failureCount": 966, "failureCount": 967,
"failureRate": 0.9527, "failureRate": 0.9527,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 0, "platformFailureCount": 0,
"successCount": 48, "successCount": 48,
"successRate": 0.0473, "successRate": 0.0473,
"total": 1014, "total": 1015,
"unresolvedFailureCount": 844 "unresolvedFailureCount": 844
}, },
"vllm": { "vllm": {
@@ -2321,7 +2322,7 @@
"decisionSuccessRate": 0.0042, "decisionSuccessRate": 0.0042,
"decisionTotal": 236, "decisionTotal": 236,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 166, "ambiguous_runtime": 167,
"backend_operator": 29, "backend_operator": 29,
"framework_architecture_unsupported": 169, "framework_architecture_unsupported": 169,
"memory_capacity": 6, "memory_capacity": 6,
@@ -2332,15 +2333,15 @@
"tokenizer_compatibility": 3, "tokenizer_compatibility": 3,
"参数/模板问题": 21 "参数/模板问题": 21
}, },
"failureCount": 423, "failureCount": 424,
"failureRate": 0.9976, "failureRate": 0.9976,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 1, "platformFailureCount": 1,
"successCount": 1, "successCount": 1,
"successRate": 0.0024, "successRate": 0.0024,
"total": 424, "total": 425,
"unresolvedFailureCount": 187 "unresolvedFailureCount": 188
}, },
"vllm-mlu": { "vllm-mlu": {
"attributableFailureCount": 7, "attributableFailureCount": 7,
@@ -2443,7 +2444,7 @@
"unresolvedFailureCount": 1 "unresolvedFailureCount": 1
} }
}, },
"generatedAt": "2026-09-10T11:57:54.880413+00:00", "generatedAt": "2026-09-10T12:06:09.421970+00:00",
"gpuSummaries": { "gpuSummaries": {
"Ascend_910-b3": { "Ascend_910-b3": {
"attributableFailureCount": 26, "attributableFailureCount": 26,
@@ -2606,26 +2607,26 @@
"unresolvedFailureCount": 43 "unresolvedFailureCount": 43
}, },
"Iluvatar_mrv-100": { "Iluvatar_mrv-100": {
"attributableFailureCount": 69, "attributableFailureCount": 70,
"decisionFailureRate": 0.8734, "decisionFailureRate": 0.875,
"decisionSuccessRate": 0.1266, "decisionSuccessRate": 0.125,
"decisionTotal": 79, "decisionTotal": 80,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 17, "ambiguous_runtime": 17,
"framework_architecture_unsupported": 46, "framework_architecture_unsupported": 46,
"memory_capacity": 1, "memory_capacity": 1,
"model_load": 22, "model_load": 23,
"参数/模板问题": 2, "参数/模板问题": 2,
"验证失败": 47 "验证失败": 47
}, },
"failureCount": 135, "failureCount": 136,
"failureRate": 0.931, "failureRate": 0.9315,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 0, "platformFailureCount": 0,
"successCount": 10, "successCount": 10,
"successRate": 0.069, "successRate": 0.0685,
"total": 145, "total": 146,
"unresolvedFailureCount": 66 "unresolvedFailureCount": 66
}, },
"Kunlunxin_p-800": { "Kunlunxin_p-800": {
@@ -2705,21 +2706,22 @@
"decisionSuccessRate": 0.0278, "decisionSuccessRate": 0.0278,
"decisionTotal": 36, "decisionTotal": 36,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 1,
"framework_architecture_unsupported": 3, "framework_architecture_unsupported": 3,
"platform_infrastructure": 3, "platform_infrastructure": 3,
"tokenizer_compatibility": 32, "tokenizer_compatibility": 32,
"参数/模板问题": 9, "参数/模板问题": 9,
"验证失败": 32 "验证失败": 32
}, },
"failureCount": 79, "failureCount": 80,
"failureRate": 0.9875, "failureRate": 0.9877,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 3, "platformFailureCount": 3,
"successCount": 1, "successCount": 1,
"successRate": 0.0125, "successRate": 0.0123,
"total": 80, "total": 81,
"unresolvedFailureCount": 41 "unresolvedFailureCount": 42
}, },
"Vastai_va16": { "Vastai_va16": {
"attributableFailureCount": 47, "attributableFailureCount": 47,
@@ -4060,20 +4062,20 @@
"unresolvedFailureCount": 16 "unresolvedFailureCount": 16
}, },
"Biren_166m|unknown|text-generation": { "Biren_166m|unknown|text-generation": {
"attributableFailureCount": 7, "attributableFailureCount": 6,
"consecutiveFailures": 5, "consecutiveFailures": 5,
"consecutivePlatformFailures": 0, "consecutivePlatformFailures": 0,
"decisionFailureRate": 0.875, "decisionFailureRate": 0.8571,
"decisionSuccessRate": 0.125, "decisionSuccessRate": 0.1429,
"decisionTotal": 8, "decisionTotal": 7,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 10, "ambiguous_runtime": 10,
"backend_operator": 3, "backend_operator": 3,
"framework_architecture_unsupported": 3, "framework_architecture_unsupported": 2,
"model_load": 1 "model_load": 1
}, },
"failureCount": 17, "failureCount": 16,
"failureRate": 0.9444, "failureRate": 0.9412,
"framework": "unknown", "framework": "unknown",
"lastPlatformFailureAt": null, "lastPlatformFailureAt": null,
"lastTerminalAt": "2026-09-10T11:57:54.623286+00:00", "lastTerminalAt": "2026-09-10T11:57:54.623286+00:00",
@@ -4081,10 +4083,10 @@
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 0, "platformFailureCount": 0,
"successCount": 1, "successCount": 1,
"successRate": 0.0556, "successRate": 0.0588,
"targetGpu": "Biren_166m", "targetGpu": "Biren_166m",
"taskType": "text-generation", "taskType": "text-generation",
"total": 18, "total": 17,
"unresolvedFailureCount": 10 "unresolvedFailureCount": 10
}, },
"Cambricon_mlu-370-x4|unknown|text-generation": { "Cambricon_mlu-370-x4|unknown|text-generation": {
@@ -4248,21 +4250,21 @@
}, },
"Iluvatar_mrv-100|unknown|text-generation": { "Iluvatar_mrv-100|unknown|text-generation": {
"attributableFailureCount": 16, "attributableFailureCount": 16,
"consecutiveFailures": 2, "consecutiveFailures": 3,
"consecutivePlatformFailures": 0, "consecutivePlatformFailures": 0,
"decisionFailureRate": 0.8421, "decisionFailureRate": 0.8421,
"decisionSuccessRate": 0.1579, "decisionSuccessRate": 0.1579,
"decisionTotal": 19, "decisionTotal": 19,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 1, "ambiguous_runtime": 1,
"framework_architecture_unsupported": 10, "framework_architecture_unsupported": 9,
"model_load": 6 "model_load": 7
}, },
"failureCount": 17, "failureCount": 17,
"failureRate": 0.85, "failureRate": 0.85,
"framework": "unknown", "framework": "unknown",
"lastPlatformFailureAt": null, "lastPlatformFailureAt": null,
"lastTerminalAt": "2026-09-10T05:18:58.697108+00:00", "lastTerminalAt": "2026-09-10T12:06:09.109223+00:00",
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 0, "platformFailureCount": 0,
@@ -4480,18 +4482,19 @@
"Sunrise_pt-200-x1|vllm|text-generation": { "Sunrise_pt-200-x1|vllm|text-generation": {
"attributableFailureCount": 0, "attributableFailureCount": 0,
"consecutiveFailures": 0, "consecutiveFailures": 0,
"consecutivePlatformFailures": 1, "consecutivePlatformFailures": 0,
"decisionFailureRate": 0.0, "decisionFailureRate": 0.0,
"decisionSuccessRate": 0.0, "decisionSuccessRate": 0.0,
"decisionTotal": 0, "decisionTotal": 0,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 1,
"platform_infrastructure": 1 "platform_infrastructure": 1
}, },
"failureCount": 1, "failureCount": 2,
"failureRate": 1.0, "failureRate": 1.0,
"framework": "vllm", "framework": "vllm",
"lastPlatformFailureAt": "2026-09-09T17:17:21+00:00", "lastPlatformFailureAt": "2026-09-09T17:17:21+00:00",
"lastTerminalAt": "2026-09-09T17:24:58.529055+00:00", "lastTerminalAt": "2026-09-10T12:06:09.109198+00:00",
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 1, "platformFailureCount": 1,
@@ -4499,8 +4502,8 @@
"successRate": 0.0, "successRate": 0.0,
"targetGpu": "Sunrise_pt-200-x1", "targetGpu": "Sunrise_pt-200-x1",
"taskType": "text-generation", "taskType": "text-generation",
"total": 1, "total": 2,
"unresolvedFailureCount": 0 "unresolvedFailureCount": 1
}, },
"Vastai_va16|vllm_fix_tokenizer|text-generation": { "Vastai_va16|vllm_fix_tokenizer|text-generation": {
"attributableFailureCount": 1, "attributableFailureCount": 1,
@@ -7002,19 +7005,19 @@
"unresolvedFailureCount": 0 "unresolvedFailureCount": 0
} }
}, },
"terminalRecords": 1570, "terminalRecords": 1572,
"totalRecords": 1657, "totalRecords": 1659,
"totals": { "totals": {
"attributableFailureCount": 411, "attributableFailureCount": 412,
"decisionFailureRate": 0.8896, "decisionFailureRate": 0.8898,
"decisionSuccessRate": 0.1104, "decisionSuccessRate": 0.1102,
"decisionTotal": 462, "decisionTotal": 463,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 337, "ambiguous_runtime": 338,
"backend_operator": 35, "backend_operator": 35,
"framework_architecture_unsupported": 271, "framework_architecture_unsupported": 271,
"memory_capacity": 11, "memory_capacity": 11,
"model_load": 46, "model_load": 47,
"platform_infrastructure": 3, "platform_infrastructure": 3,
"repository_structure": 5, "repository_structure": 5,
"runtime_memory": 5, "runtime_memory": 5,
@@ -7022,21 +7025,21 @@
"参数/模板问题": 95, "参数/模板问题": 95,
"验证失败": 673 "验证失败": 673
}, },
"failureCount": 1519, "failureCount": 1521,
"failureRate": 0.9675, "failureRate": 0.9676,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 3, "platformFailureCount": 3,
"successCount": 51, "successCount": 51,
"successRate": 0.0325, "successRate": 0.0324,
"total": 1570, "total": 1572,
"unresolvedFailureCount": 1105 "unresolvedFailureCount": 1106
}, },
"warnings": [ "warnings": [
"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 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。",
"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 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 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 Vastai_va16 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 MetaX_c-500 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。",
@@ -7044,7 +7047,7 @@
"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-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 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 Iluvatar_bi-150 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。",
"组合 Iluvatar_mrv-100|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_mrv-100|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
"组合 Cambricon_mlu-370-x8|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Cambricon_mlu-370-x8|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
"组合 Biren_166m|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Biren_166m|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -7065,6 +7068,6 @@
] ]
}, },
"storageMode": "decision_state_only", "storageMode": "decision_state_only",
"summarizedRecords": 1657, "summarizedRecords": 1659,
"version": 1 "version": 1
} }

4
.modelhub_state/recent_outcomes.jsonl
View File

@@ -1,3 +1,5 @@
{"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": "2026-09-10T12:06:09.109223+00:00", "modelId": "nm-testing/tinyllama-oneshot-w8a16-per-channel", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T12:05:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523306", "taskType": "text-generation", "verifyResult": -1}
{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T12:06:09.109198+00:00", "modelId": "ysqlian/YZH_Model", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T12:03:22+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4490278", "taskType": "text-generation", "verifyResult": -1}
{"failReason": "backend_operator", "failureAction": "prefer_other_proven_framework_or_gpu", "failureCategory": "backend_operator", "failureClassificationReason": "backend_version_dependent", "failureCode": "MISSING_OPERATOR", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "gpu_framework", "framework": "", "lastSyncTime": "2026-09-10T11:57:54.623286+00:00", "modelId": "RedHatAI/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:53:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610381", "taskType": "text-generation", "verifyResult": -1} {"failReason": "backend_operator", "failureAction": "prefer_other_proven_framework_or_gpu", "failureCategory": "backend_operator", "failureClassificationReason": "backend_version_dependent", "failureCode": "MISSING_OPERATOR", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "gpu_framework", "framework": "", "lastSyncTime": "2026-09-10T11:57:54.623286+00:00", "modelId": "RedHatAI/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:53:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610381", "taskType": "text-generation", "verifyResult": -1}
{"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-10T11:48:57.307255+00:00", "modelId": "nm-testing/tinyllama-oneshot-w8a8-dynamic-token-v2", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:45:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4458000", "taskType": "text-generation", "verifyResult": -1} {"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-10T11:48:57.307255+00:00", "modelId": "nm-testing/tinyllama-oneshot-w8a8-dynamic-token-v2", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:45:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4458000", "taskType": "text-generation", "verifyResult": -1}
{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T11:40:52.603333+00:00", "modelId": "nm-testing/nonuniform", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:39:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505113", "taskType": "text-generation", "verifyResult": -1} {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T11:40:52.603333+00:00", "modelId": "nm-testing/nonuniform", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:39:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505113", "taskType": "text-generation", "verifyResult": -1}
@@ -296,5 +298,3 @@
{"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5_moe"], "framework": "", "lastSyncTime": "2026-09-07T23:33:45.147699+00:00", "modelId": "mlx-community/Qwen-AgentWorld-35B-A3B-oQ4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:31:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4080039", "taskType": "text-generation", "verifyResult": -1} {"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5_moe"], "framework": "", "lastSyncTime": "2026-09-07T23:33:45.147699+00:00", "modelId": "mlx-community/Qwen-AgentWorld-35B-A3B-oQ4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:31:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4080039", "taskType": "text-generation", "verifyResult": -1}
{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "llamacpp", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "llamacpp", "lastSyncTime": "2026-09-07T23:33:45.147733+00:00", "modelId": "kurakurai/Luth-LFM2-700M-GGUF", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:31:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "3986792", "taskType": "text-generation", "verifyResult": -1} {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "llamacpp", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "llamacpp", "lastSyncTime": "2026-09-07T23:33:45.147733+00:00", "modelId": "kurakurai/Luth-LFM2-700M-GGUF", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:31:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "3986792", "taskType": "text-generation", "verifyResult": -1}
{"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "", "lastSyncTime": "2026-09-07T23:33:45.147723+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed-FP16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:27:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4332995", "taskType": "text-generation", "verifyResult": -1} {"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "", "lastSyncTime": "2026-09-07T23:33:45.147723+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed-FP16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:27:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4332995", "taskType": "text-generation", "verifyResult": -1}
{"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5_moe"], "framework": "", "lastSyncTime": "2026-09-07T23:25:25.308759+00:00", "modelId": "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:21:22+00:00", "targetGpu": "Biren_166m", "taskId": "4610397", "taskType": "text-generation", "verifyResult": -1}
{"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["nemotron_h"], "framework": "", "lastSyncTime": "2026-09-07T23:25:25.308783+00:00", "modelId": "nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:19:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4133677", "taskType": "text-generation", "verifyResult": -1}

1259
.modelhub_state/recovery_active_tasks.jsonl
View File

File diff suppressed because it is too large Load Diff

1142
.modelhub_state/recovery_intents.jsonl
View File

File diff suppressed because it is too large Load Diff

20
manifest.json
View File

@@ -1,24 +1,24 @@
{ {
"agentVersion": "2026.09.04.4", "agentVersion": "2026.09.04.4",
"checksums": { "checksums": {
".modelhub_state/architecture_compatibility_blacklist.json": "550d9e8a364427403f43ca904033d82ca0e9d698d4581253d1434937f6fca49d", ".modelhub_state/architecture_compatibility_blacklist.json": "e58775dddc3fabe3078148e93ab97eb02db912697a7ac61f32ffbbc8cf5a9f52",
".modelhub_state/architecture_history_backfill.json": "a9e2e62f10cc4f46c7aa6ce97c7dd7e40ad725d390fc32cc82842110db09c343", ".modelhub_state/architecture_history_backfill.json": "4cb55502001b9ffc4c9f0fe051c1583abefffca82833132dbcd0349c49890fc3",
".modelhub_state/market_intelligence.json": "390345701457bcddbf1ac0b8e0dda17e0ef064fb7d8b5cfa2aaebec710d54783", ".modelhub_state/market_intelligence.json": "70049ce1a5a578a3d524befbce0222e044e8794461c1005004cb21548f2d739f",
".modelhub_state/official_capabilities.json": "67301f4148ead65e384e8ab8896ed66be848ff17569495b92e21fb88487c3b53", ".modelhub_state/official_capabilities.json": "98f1c4796622032cd8fbbd91da8e10754cf7b688add8028c184f92bc51bcc7b1",
".modelhub_state/outcome_checkpoint.json": "28a6abe45f9ed784de541fb0778d7d726ec313aad1ac62ba423630858be6ef7a", ".modelhub_state/outcome_checkpoint.json": "f70df639228afadcc434c5740d4bc3c8299e4938de374429b87ccac3316d76c3",
".modelhub_state/queue_cleanup_latest.json": "b9038630dc67feced29c6931cb43d6d94c28bb175e6dcf80fac9c625a52887d5", ".modelhub_state/queue_cleanup_latest.json": "b9038630dc67feced29c6931cb43d6d94c28bb175e6dcf80fac9c625a52887d5",
".modelhub_state/recent_outcomes.jsonl": "366c2dc586e59f851d8fb493dac147099a3aaa74465191acb8986ca31badc1bb", ".modelhub_state/recent_outcomes.jsonl": "6d878b8b8aac1da3ee9e17bb4b67e245778c2ab336e44c9ae4ef80d49597916b",
".modelhub_state/recovery_active_tasks.jsonl": "43dc3075a8cf3477a6aeb39c4ac1fedd11d42c14f11236c9ebe8b198cba86cda", ".modelhub_state/recovery_active_tasks.jsonl": "7106eedc75cbad87e864f49eac2a423d8bb6b35335d5ce930c8532a6c4d10bc0",
".modelhub_state/recovery_intents.jsonl": "ee3e078cb8694844902519493c6811d2676793f9eee94c56f00534bb21d2cc19", ".modelhub_state/recovery_intents.jsonl": "454118b75f1a473e9e1698927828fed2179216993d9449b1e72dcd0d05599052",
".modelhub_state/routing_intelligence.json": "f36cfaf9f9ff191164b0ce0a73a3ce4bbc3a2dc4589f252d583e33b427807fc0", ".modelhub_state/routing_intelligence.json": "f36cfaf9f9ff191164b0ce0a73a3ce4bbc3a2dc4589f252d583e33b427807fc0",
".modelhub_state/submission_exclusions.jsonl": "b2de1125bf1f3e0597cd50cc30b563a5bfee39459e843767163eb72101cebc03", ".modelhub_state/submission_exclusions.jsonl": "b2de1125bf1f3e0597cd50cc30b563a5bfee39459e843767163eb72101cebc03",
".modelhub_state/worker_crashes.jsonl": "d1c3f447ce0377ed5e820c2b5ff730d29f84a96af4fd14332b138f78c0ddde76", ".modelhub_state/worker_crashes.jsonl": "d1c3f447ce0377ed5e820c2b5ff730d29f84a96af4fd14332b138f78c0ddde76",
"ledger/submissions.jsonl": "8a621da5637d481c7de4b4e3375f2a68cbdabf71fe459244a727034f36ab3eb9", "ledger/submissions.jsonl": "8a621da5637d481c7de4b4e3375f2a68cbdabf71fe459244a727034f36ab3eb9",
"outcomes/submissions.jsonl": "eaa6922265ab874d46282c8353419da53665ddca2baca53c5b4240e410666d50" "outcomes/submissions.jsonl": "eaa6922265ab874d46282c8353419da53665ddca2baca53c5b4240e410666d50"
}, },
"generation": 5151, "generation": 5152,
"phase": "cycle", "phase": "cycle",
"schemaVersion": 1, "schemaVersion": 1,
"updatedAt": "2026-09-10T12:05:08.451794+00:00", "updatedAt": "2026-09-10T12:07:59.764668+00:00",
"writerId": "58ff5dc2a2d64b119ad1e4560700f977" "writerId": "58ff5dc2a2d64b119ad1e4560700f977"
} }