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

state: generation 29061 (intent)

Browse Source
This commit is contained in:
CoolBoy
2026-10-22 09:54:07 +00:00
parent 8f75350c7a
commit e56a3d4f81
5 changed files with 303 additions and 239 deletions
Download Patch File Download Diff File Expand all files Collapse all files

2
.modelhub_state/architecture_compatibility_blacklist.json
View File

@@ -485,7 +485,7 @@
"taskType": "text-generation"
}
},
"generatedAt": "2026-10-22T09:52:15.861509+00:00",
"generatedAt": "2026-10-22T09:53:57.855663+00:00",
"summary": {
"activeBlockCount": 24,
"byGpuFramework": {

506
.modelhub_state/market_intelligence.json
View File

@@ -1,50 +1,79 @@
{
"communityAttemptedAt": "2026-10-22T09:49:38.062800+00:00",
"communityAttemptedAt": "2026-10-22T09:53:57.959510+00:00",
"communityError": "ModelHubAPIError: 分页大小不能超过100",
"communitySample": {},
"communityUpdatedAt": null,
"frameworkAttemptedAt": "2026-10-22T07:53:15.664212+00:00",
"frameworkAttemptedAt": "2026-10-22T09:53:57.959510+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 38913,
"modelCount": 38920,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18673,
"successRate": 0.4798653406316655,
"wilsonLowerBound": 0.4749036353163474
"successCount": 18677,
"successRate": 0.4798818088386434,
"wilsonLowerBound": 0.4749205413016678
},
"vllm": {
"framework": "vllm",
"modelCount": 40746,
"modelCount": 40763,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 11140,
"successRate": 0.27340107004368525,
"wilsonLowerBound": 0.26909484440686626
"successCount": 11149,
"successRate": 0.27350783799033435,
"wilsonLowerBound": 0.2692019690956449
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 14490,
"modelCount": 14511,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5974,
"successRate": 0.4122843340234645,
"wilsonLowerBound": 0.4042936042238755
"successCount": 5983,
"successRate": 0.41230790434842535,
"wilsonLowerBound": 0.4043228658112287
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64303,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12098,
"successRate": 0.18814052221513772,
"wilsonLowerBound": 0.1851383844411247
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 36123,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7573,
"successRate": 0.20964482462696896,
"wilsonLowerBound": 0.20547805168946148
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8427,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 117,
"successRate": 0.013883944464222144,
"wilsonLowerBound": 0.011597941199158086
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26803,
"modelCount": 26804,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3293,
"successRate": 0.12285938141252845,
"wilsonLowerBound": 0.11898324232511058
"successRate": 0.12285479779137443,
"wilsonLowerBound": 0.11897879368548589
},
"vllm-customized": {
"framework": "vllm-customized",
@@ -57,23 +86,23 @@
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 17796,
"modelCount": 17808,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6837,
"successRate": 0.3841874578556979,
"wilsonLowerBound": 0.37706672419315634
"successCount": 6845,
"successRate": 0.3843778077268643,
"wilsonLowerBound": 0.3772587588016121
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24835,
"modelCount": 24837,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3811,
"successRate": 0.15345278840346285,
"wilsonLowerBound": 0.14902373985698383
"successRate": 0.1534404316141241,
"wilsonLowerBound": 0.14901170886927304
},
"vllm-customized": {
"framework": "vllm-customized",
@@ -86,61 +115,61 @@
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 56003,
"modelCount": 56033,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14060,
"successRate": 0.2510579790368373,
"wilsonLowerBound": 0.24748375547167886
"successCount": 14062,
"successRate": 0.2509592561526243,
"wilsonLowerBound": 0.24738646104471193
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 25521,
"modelCount": 25531,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3276,
"successRate": 0.12836487598448337,
"wilsonLowerBound": 0.12431682765172877
"successRate": 0.1283145979397595,
"wilsonLowerBound": 0.12426802419899168
},
"vllm": {
"framework": "vllm",
"modelCount": 87130,
"modelCount": 87131,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9772,
"successRate": 0.11215425226672787,
"wilsonLowerBound": 0.11007601551547098
"successCount": 9773,
"successRate": 0.11216444204703263,
"wilsonLowerBound": 0.11008613352518778
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 50135,
"modelCount": 50185,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5736,
"successRate": 0.11441109005684652,
"wilsonLowerBound": 0.11165423345140905
"successCount": 5743,
"successRate": 0.11443658463684368,
"wilsonLowerBound": 0.11168081497188816
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 52585,
"modelCount": 52654,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3820,
"successRate": 0.0726442901968242,
"wilsonLowerBound": 0.07045692283081231
"successCount": 3849,
"successRate": 0.07309985945987009,
"wilsonLowerBound": 0.07090747915574051
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 95196,
"modelCount": 95211,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 24047,
"successRate": 0.25260515147695284,
"wilsonLowerBound": 0.24985495748876954
"successRate": 0.25256535484345294,
"wilsonLowerBound": 0.24981552225299083
},
"llamacpp_opt": {
"framework": "llamacpp_opt",
@@ -162,12 +191,12 @@
},
"vllm": {
"framework": "vllm",
"modelCount": 112925,
"modelCount": 112928,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16540,
"successRate": 0.14646889528448084,
"wilsonLowerBound": 0.14441866175571438
"successCount": 16541,
"successRate": 0.1464738594502692,
"wilsonLowerBound": 0.14442362387842142
},
"vllm-0.17.0": {
"framework": "vllm-0.17.0",
@@ -180,21 +209,21 @@
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 26254,
"modelCount": 26282,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4209,
"successRate": 0.16031842766816484,
"wilsonLowerBound": 0.15592996545181997
"successCount": 4222,
"successRate": 0.1606422646678335,
"wilsonLowerBound": 0.15625244639410169
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 44588,
"modelCount": 44595,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5802,
"successRate": 0.13012469722795372,
"wilsonLowerBound": 0.12703365299746633
"successCount": 5803,
"successRate": 0.1301266958179168,
"wilsonLowerBound": 0.12703587113747228
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
@@ -218,85 +247,85 @@
},
"vllm": {
"framework": "vllm",
"modelCount": 35876,
"modelCount": 35885,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7242,
"successRate": 0.2018619690043483,
"wilsonLowerBound": 0.19774043150809084
"successCount": 7244,
"successRate": 0.2018670753796851,
"wilsonLowerBound": 0.19774601095049524
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 61572,
"modelCount": 61577,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12431,
"successRate": 0.20189371792373156,
"wilsonLowerBound": 0.1987416528625256
"successRate": 0.20187732432564107,
"wilsonLowerBound": 0.19872548365841847
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 18883,
"modelCount": 18924,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5357,
"successRate": 0.28369432823174284,
"wilsonLowerBound": 0.27730906345313416
"successCount": 5370,
"successRate": 0.2837666455294864,
"wilsonLowerBound": 0.2773877440077507
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 16373,
"modelCount": 16385,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3960,
"successRate": 0.24186160141696697,
"wilsonLowerBound": 0.23536346258121096
"successCount": 3961,
"successRate": 0.24174549893194996,
"wilsonLowerBound": 0.235250816369528
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 69881,
"modelCount": 69922,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 19197,
"successRate": 0.2747098639115067,
"wilsonLowerBound": 0.2714127615698899
"successCount": 19206,
"successRate": 0.2746774977832442,
"wilsonLowerBound": 0.2713814814336607
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1850,
"modelCount": 1853,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1080,
"successRate": 0.5837837837837838,
"wilsonLowerBound": 0.5611704006103626
"successRate": 0.5828386400431732,
"wilsonLowerBound": 0.5602383791568307
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 48652,
"modelCount": 48656,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21730,
"successRate": 0.4466414535887528,
"wilsonLowerBound": 0.44222821692711733
"successCount": 21732,
"successRate": 0.44664584018414993,
"wilsonLowerBound": 0.44223278021547113
},
"vllm": {
"framework": "vllm",
"modelCount": 41409,
"modelCount": 41433,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5290,
"successRate": 0.12775000603733488,
"wilsonLowerBound": 0.12456928866177049
"successCount": 5294,
"successRate": 0.12777254845171723,
"wilsonLowerBound": 0.12459249836307325
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1269,
"modelCount": 1270,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
@@ -325,12 +354,12 @@
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 7917,
"modelCount": 7924,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3483,
"successRate": 0.4399393709738537,
"wilsonLowerBound": 0.4290368461055825
"successCount": 3487,
"successRate": 0.4400555275113579,
"wilsonLowerBound": 0.4291574389365201
}
},
"Vastai_va16": {
@@ -345,117 +374,139 @@
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 20079,
"modelCount": 20125,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5663,
"successRate": 0.28203595796603415,
"wilsonLowerBound": 0.275853834677039
"successCount": 5684,
"successRate": 0.28243478260869564,
"wilsonLowerBound": 0.27625693870351054
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 29232,
"modelCount": 29235,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14982,
"successRate": 0.5125205254515599,
"wilsonLowerBound": 0.5067891775554142
"successRate": 0.5124679322729605,
"wilsonLowerBound": 0.5067368703393946
},
"vllm": {
"framework": "vllm",
"modelCount": 68639,
"modelCount": 68648,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7430,
"successRate": 0.10824749777823103,
"wilsonLowerBound": 0.10594503293370434
"successCount": 7433,
"successRate": 0.10827700734180165,
"wilsonLowerBound": 0.10597441206619507
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 14433,
"modelCount": 14438,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2600,
"successRate": 0.18014272846947965,
"wilsonLowerBound": 0.1739582753099673
"successCount": 2601,
"successRate": 0.18014960520847764,
"wilsonLowerBound": 0.17396611304583898
}
}
}
},
"frameworkUpdatedAt": null,
"generatedAt": "2026-10-22T09:52:15.967733+00:00",
"generatedAt": "2026-10-22T09:53:57.959510+00:00",
"gpuStats": {
"Ascend_910-b4": {
"available": true,
"backlogHours": 1293.615894039735,
"backlogHours": 1276.7450980392157,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
"queueFactor": 0.945029061149077,
"queueWeight": 0.945029061149077,
"queueFactor": 0.9424103533768076,
"queueWeight": 0.9424103533768076,
"recentSuccess": 39,
"recentSuccessRate": 0.2582781456953642,
"recentTerminal": 151,
"recentWilsonLowerBound": 0.19507403827300274,
"recentSuccessRate": 0.2549019607843137,
"recentTerminal": 153,
"recentWilsonLowerBound": 0.19243618337159415,
"running": 8,
"selectionWeight": 2.3625726528726925,
"selectionWeight": 2.356025883442019,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 25.166666666666668,
"waiting": 32556
"throughputPerHour": 25.5,
"waiting": 32557
},
"Biren_166m": {
"available": true,
"backlogHours": 120.1951219512195,
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 0.08076063758499404,
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 16,
"recentSuccessRate": 0.06504065040650407,
"recentTerminal": 246,
"recentWilsonLowerBound": 0.04042755916240118,
"running": 8,
"selectionWeight": 0.10498882886049225,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 41.0,
"waiting": 4928
},
"Cambricon_mlu-370-x4": {
"available": true,
"backlogHours": 846.5116279069767,
"backlogHours": 859.7480314960629,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 0.45719542587504736,
"queueFactor": 1.007096359788056,
"queueWeight": 1.007096359788056,
"recentSuccess": 18,
"recentSuccessRate": 0.13953488372093023,
"recentTerminal": 129,
"recentWilsonLowerBound": 0.09011944437190834,
"qualityFactor": 0.4172468454308973,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 17,
"recentSuccessRate": 0.13385826771653545,
"recentTerminal": 127,
"recentWilsonLowerBound": 0.08528178945456724,
"running": 7,
"selectionWeight": 0.46043984911051017,
"selectionWeight": 0.4172468454308973,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 21.5,
"waiting": 18200
"throughputPerHour": 21.166666666666668,
"waiting": 18198
},
"Cambricon_mlu-370-x8": {
"available": true,
"backlogHours": 277.0334928229665,
"backlogHours": 288.02985074626866,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 0.33642864130488087,
"queueFactor": 1.190792590755356,
"queueWeight": 1.190792590755356,
"recentSuccess": 24,
"recentSuccessRate": 0.11483253588516747,
"recentTerminal": 209,
"recentWilsonLowerBound": 0.07839150432193796,
"qualityFactor": 0.2999357239600037,
"queueFactor": 1.1782570679338693,
"queueWeight": 1.1782570679338693,
"recentSuccess": 22,
"recentSuccessRate": 0.10945273631840796,
"recentTerminal": 201,
"recentWilsonLowerBound": 0.07339905292586807,
"running": 7,
"selectionWeight": 0.4006167333837435,
"selectionWeight": 0.3534013866817363,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 34.833333333333336,
"waiting": 9650
"throughputPerHour": 33.5,
"waiting": 9649
},
"Iluvatar_bi-100": {
"available": true,
"backlogHours": 51.19402985074627,
"backlogHours": 51.1044776119403,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
@@ -464,203 +515,204 @@
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 6,
"recentSuccessRate": 0.014925373134328358,
"recentSuccess": 5,
"recentSuccessRate": 0.012437810945273632,
"recentTerminal": 402,
"recentWilsonLowerBound": 0.006857820410904231,
"recentWilsonLowerBound": 0.005323994405388006,
"running": 24,
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 67.0,
"waiting": 3430
"waiting": 3424
},
"Iluvatar_bi-150": {
"available": true,
"backlogHours": 176.83271375464682,
"backlogHours": 176.8104089219331,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
"qualityFactor": 0.05,
"queueFactor": 1.2737423058169723,
"queueWeight": 1.2737423058169723,
"recentSuccess": 13,
"recentSuccessRate": 0.048327137546468404,
"queueFactor": 1.2677379879867348,
"queueWeight": 1.2677379879867348,
"recentSuccess": 14,
"recentSuccessRate": 0.05204460966542751,
"recentTerminal": 269,
"recentWilsonLowerBound": 0.028456841839458517,
"running": 8,
"selectionWeight": 0.06368711529084863,
"recentWilsonLowerBound": 0.031251447757648376,
"running": 6,
"selectionWeight": 0.06338689939933674,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 44.833333333333336,
"waiting": 7928
"waiting": 7927
},
"Iluvatar_mrv-100": {
"available": true,
"backlogHours": 2762.2285714285717,
"backlogHours": 2612.9189189189187,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 1.6898882042141519,
"queueFactor": 0.8433872348406298,
"queueWeight": 0.8433872348406298,
"recentSuccess": 10,
"recentSuccessRate": 0.2857142857142857,
"recentTerminal": 35,
"recentWilsonLowerBound": 0.16326363398295565,
"qualityFactor": 2.0258564127366645,
"queueFactor": 0.8464216990603328,
"queueWeight": 0.8464216990603328,
"recentSuccess": 11,
"recentSuccessRate": 0.2972972972972973,
"recentTerminal": 37,
"recentWilsonLowerBound": 0.174893023464082,
"running": 2,
"selectionWeight": 1.425230139741971,
"selectionWeight": 1.7147288269208385,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 5.833333333333333,
"throughputPerHour": 6.166666666666667,
"waiting": 16113
},
"Kunlunxin_p-800": {
"available": true,
"backlogHours": 312.43575418994413,
"backlogHours": 317.9318181818182,
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 1.3811415466733268,
"queueFactor": 1.1695043897815791,
"queueWeight": 1.1695043897815791,
"qualityFactor": 1.478535176076961,
"queueFactor": 1.1609287847067369,
"queueWeight": 1.1609287847067369,
"recentSuccess": 36,
"recentSuccessRate": 0.2011173184357542,
"recentTerminal": 179,
"recentWilsonLowerBound": 0.148957468867183,
"recentSuccessRate": 0.20454545454545456,
"recentTerminal": 176,
"recentWilsonLowerBound": 0.1515657672943556,
"running": 8,
"selectionWeight": 1.6152511017441753,
"selectionWeight": 1.7164740451091876,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 29.833333333333332,
"waiting": 9321
"throughputPerHour": 29.333333333333332,
"waiting": 9326
},
"MetaX_c-500": {
"available": true,
"backlogHours": 477.41095890410963,
"backlogHours": 477.3287671232877,
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 0.20984598792203976,
"queueFactor": 1.0974433413615792,
"queueWeight": 1.0974433413615792,
"recentSuccess": 15,
"recentSuccessRate": 0.10273972602739725,
"qualityFactor": 0.17853851297803022,
"queueFactor": 1.0922776246569283,
"queueWeight": 1.0922776246569283,
"recentSuccess": 14,
"recentSuccessRate": 0.0958904109589041,
"recentTerminal": 146,
"recentWilsonLowerBound": 0.06325439180443915,
"recentWilsonLowerBound": 0.05798064671178073,
"running": 4,
"selectionWeight": 0.2302940821564849,
"selectionWeight": 0.19501362286542304,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 24.333333333333332,
"waiting": 11617
"waiting": 11615
},
"Mthreads_s4000": {
"available": true,
"backlogHours": 2219.070422535211,
"backlogHours": 2188.1666666666665,
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 1.27705153403225,
"queueFactor": 0.8715459772304979,
"queueWeight": 0.8715459772304979,
"recentSuccess": 16,
"recentSuccessRate": 0.22535211267605634,
"recentTerminal": 71,
"recentWilsonLowerBound": 0.1437454836103039,
"qualityFactor": 1.508749135129045,
"queueFactor": 0.8692478373010175,
"queueWeight": 0.8692478373010175,
"recentSuccess": 17,
"recentSuccessRate": 0.2361111111111111,
"recentTerminal": 72,
"recentWilsonLowerBound": 0.15296584625945536,
"running": 4,
"selectionWeight": 1.1130091272018436,
"selectionWeight": 1.311476922740703,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 11.833333333333334,
"waiting": 26259
"throughputPerHour": 12.0,
"waiting": 26258
},
"Sunrise_pt-200-x1": {
"available": true,
"backlogHours": 2112.0,
"backlogHours": 2194.823529411765,
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 0.47842950212865076,
"queueFactor": 0.8780351017628135,
"queueWeight": 0.8780351017628135,
"qualityFactor": 0.5379533642470816,
"queueFactor": 0.8688518644834599,
"queueWeight": 0.8688518644834599,
"recentSuccess": 9,
"recentSuccessRate": 0.16981132075471697,
"recentTerminal": 53,
"recentWilsonLowerBound": 0.09199841772223753,
"recentSuccessRate": 0.17647058823529413,
"recentTerminal": 51,
"recentWilsonLowerBound": 0.09572295725809898,
"running": 2,
"selectionWeight": 0.4200778965878621,
"selectionWeight": 0.4674017835312267,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 8.833333333333334,
"throughputPerHour": 8.5,
"waiting": 18656
},
"Vastai_va16": {
"available": true,
"backlogHours": 928.2352941176471,
"backlogHours": 952.344827586207,
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
"qualityFactor": 0.1386853563651177,
"queueFactor": 0.9932698518315758,
"queueWeight": 0.9932698518315758,
"recentSuccess": 11,
"recentSuccessRate": 0.09243697478991597,
"recentTerminal": 119,
"recentWilsonLowerBound": 0.05240003349104728,
"qualityFactor": 0.24277122703537588,
"queueFactor": 0.9847739332857605,
"queueWeight": 0.9847739332857605,
"recentSuccess": 13,
"recentSuccessRate": 0.11206896551724138,
"recentTerminal": 116,
"recentWilsonLowerBound": 0.06667286239577594,
"running": 16,
"selectionWeight": 0.13775198336798974,
"selectionWeight": 0.23907477613623745,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 19.833333333333332,
"waiting": 18410
"throughputPerHour": 19.333333333333332,
"waiting": 18412
},
"hygon_k100-ai": {
"available": true,
"backlogHours": 1765.857142857143,
"backlogHours": 1854.225,
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
"qualityFactor": 0.5998103069241351,
"queueFactor": 0.9019295800020208,
"queueWeight": 0.9019295800020208,
"recentSuccess": 14,
"recentSuccessRate": 0.16666666666666666,
"recentTerminal": 84,
"recentWilsonLowerBound": 0.10195649348099849,
"qualityFactor": 0.44638995483748145,
"queueFactor": 0.8911099925114963,
"queueWeight": 0.8911099925114963,
"recentSuccess": 12,
"recentSuccessRate": 0.15,
"recentTerminal": 80,
"recentWilsonLowerBound": 0.08793954037414209,
"running": 6,
"selectionWeight": 0.5409866582049684,
"selectionWeight": 0.39778254931243523,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 14.0,
"waiting": 24722
"throughputPerHour": 13.333333333333334,
"waiting": 24723
}
},
"queueAttemptedAt": "2026-10-22T09:49:38.062800+00:00",
"queueAttemptedAt": "2026-10-22T09:53:57.959510+00:00",
"queueError": null,
"queueUpdatedAt": "2026-10-22T09:49:38.062800+00:00",
"queueUpdatedAt": "2026-10-22T09:53:57.959510+00:00",
"supportedGpus": [
"Cambricon_mlu-370-x4",
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Iluvatar_bi-150",
"Biren_166m",
"Ascend_910-b4",
"hygon_k100-ai",
"MetaX_c-500",

8
.modelhub_state/official_capabilities.json
View File

@@ -1,5 +1,5 @@
{
"catalogUpdatedAt": "2026-10-22T09:52:15.967733+00:00",
"catalogUpdatedAt": "2026-10-22T09:53:57.959510+00:00",
"configuredTaskTypes": [
"text-generation"
],
@@ -56,7 +56,7 @@
"time-series-forecasting"
],
"errors": [],
"generatedAt": "2026-10-22T09:52:15.967733+00:00",
"generatedAt": "2026-10-22T09:53:57.959510+00:00",
"gpuCatalog": {
"Ascend_910-b3": {
"canVerify": true,
@@ -76,7 +76,7 @@
"Biren_166m": {
"canVerify": true,
"gpu": "Biren_166m",
"maxConcurrentTasks": 0
"maxConcurrentTasks": 8
},
"Cambricon_mlu-370-x4": {
"canVerify": true,
@@ -6461,6 +6461,6 @@
"updateTime": "2025-12-22 08:59:53"
}
],
"taskTreeUpdatedAt": "2026-10-22T09:52:15.967733+00:00",
"taskTreeUpdatedAt": "2026-10-22T09:53:57.959510+00:00",
"version": 1
}

12
.modelhub_state/recovery_intents.jsonl
View File

@@ -3719,6 +3719,18 @@
{"batchId": "cd328024a836450bad5bca0f9deb0dc5", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T08:32:09.107626+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a6351cfe68ae4069bba877c8e4ed68f4", "lastModified": "2026-10-21T17:00:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "fcb4c513ee164e18881abb7e0a95b872", "completedAt": "2026-10-22T08:52:04.649002+00:00", "configFingerprint": "de86b185053df1a87f4f6a1e0579898f12e492a36aefb07c55e30e7bd8393778", "configSource": "modelhub_live", "createdAt": "2026-10-22T08:51:49.378548+00:00", "framework": "llamacpp", "intentId": "723f3e088afe4f28ab3f0afa2a9ce170", "lastModified": "2026-10-21T03:15:59+00:00", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.6-4B-GGUF", "reason": null, "reconciledAt": "2026-10-22T09:52:26.227088+00:00", "repoId": "XHToken/Spark-X2.6-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5714121", "taskType": "text-generation"}
{"batchId": "dc5a0a21871e47ea8525a7dbf0a587d1", "completedAt": "2026-10-22T09:51:23.797519+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:51:20.782801+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e8bbd59a29384e9e8f51bef2c46629cc", "lastModified": "2026-10-21T16:31:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-22T09:52:26.225243+00:00", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5715097", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.712568+00:00", "framework": "llamacpp", "intentId": "fc96a3ab73aa411caee84fef6788a2fc", "lastModified": "2026-10-21T18:16:46+00:00", "modelAddress": "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.712684+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b9069f7969cb46e18ada96efe056af36", "lastModified": "2026-10-21T17:03:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.712742+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3ab504c2962a4628b5f6f37f321b9d7a", "lastModified": "2026-10-22T01:37:07+00:00", "modelAddress": "https://modelscope.cn/models/RecursiveSI/flint-int4", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.712793+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9f23ea1055594fabb78ec2809a9d6ea6", "lastModified": "2026-10-21T16:21:36+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.712844+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c5574e0bf83c4939b9e2fd27ebdd8a6e", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.712894+00:00", "framework": "vllm_tokenizer_patch", "intentId": "902f1e7ff6374c20b977ee28fc61864b", "lastModified": "2026-10-21T16:56:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.712945+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c4a26ba23ff9474081ce21cb35e4a4cf", "lastModified": "2026-10-21T16:38:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.712994+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c3069ce075734cd197808d51050e71db", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.713044+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d9278681e51c4b6d8db5e41d5a659e54", "lastModified": "2026-10-21T17:00:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.713099+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8706ef5ea7bb486387f8c6d590c9f315", "lastModified": "2026-10-21T16:58:14+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.713153+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a3a5361fc28e40e69ea81b1bdcb3a9e7", "lastModified": "2026-10-21T17:09:55+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "cfd6fe03fe0142b59aacabe7f4cfd5b8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:54:07.713219+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9ca2c61132be4d8f9950d76b63bcc04e", "lastModified": "2026-10-21T16:41:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
{"batchId": "a32dd37c5c2b40b7a1a17c0c292c414b", "completedAt": "2026-10-22T09:52:19.441413+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:52:16.719656+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0ff6fc68809d46ffbca18d231b1b42f4", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
{"batchId": "a32dd37c5c2b40b7a1a17c0c292c414b", "completedAt": "2026-10-22T09:52:19.441411+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:52:16.719607+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8e54954c8b744603a6a71cbd3c111e1d", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
{"batchId": "a32dd37c5c2b40b7a1a17c0c292c414b", "completedAt": "2026-10-22T09:52:19.441408+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T09:52:16.719558+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a392c0cf01b9401ebe6fea1c905188ec", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}