state: generation 798 (intent)

This commit is contained in:
2026-10-20 02:21:34 +00:00
parent d86d6b33cb
commit 3a1e629135
4 changed files with 291 additions and 290 deletions

View File

@@ -3,28 +3,28 @@
"communityError": null,
"communitySample": {},
"communityUpdatedAt": "2026-10-20T02:14:14.767044+00:00",
"frameworkAttemptedAt": "2026-10-19T20:15:18.265691+00:00",
"frameworkAttemptedAt": "2026-10-20T02:21:30.654355+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 43525,
"modelCount": 43561,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21860,
"successRate": 0.5022400919012062,
"wilsonLowerBound": 0.49754275790408203
"successCount": 21885,
"successRate": 0.5023989348270241,
"wilsonLowerBound": 0.4977035350562096
},
"vllm": {
"framework": "vllm",
"modelCount": 58063,
"modelCount": 58083,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15518,
"successRate": 0.2672614229371545,
"wilsonLowerBound": 0.263677350088077
"successCount": 15522,
"successRate": 0.26723826248644184,
"wilsonLowerBound": 0.2636549046596571
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
@@ -37,110 +37,110 @@
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 5181,
"modelCount": 5210,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1647,
"successRate": 0.31789229878401853,
"wilsonLowerBound": 0.3053513099984673
"successCount": 1656,
"successRate": 0.31785028790786946,
"wilsonLowerBound": 0.3053443308682341
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 38458,
"modelCount": 38505,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18360,
"successRate": 0.4774039211607468,
"wilsonLowerBound": 0.4724142635263623
"successCount": 18396,
"successRate": 0.4777561355668095,
"wilsonLowerBound": 0.47276932939991384
},
"vllm": {
"framework": "vllm",
"modelCount": 40526,
"modelCount": 40545,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 11102,
"successRate": 0.2739475892019938,
"wilsonLowerBound": 0.2696269973252689
"successCount": 11103,
"successRate": 0.27384387717351094,
"wilsonLowerBound": 0.2695248142578045
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 14083,
"modelCount": 14129,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5844,
"successRate": 0.41496840161897325,
"wilsonLowerBound": 0.4068548924855788
"successCount": 5862,
"successRate": 0.41489135819944795,
"wilsonLowerBound": 0.4067912664690712
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64265,
"modelCount": 64266,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12098,
"successRate": 0.18825177001478255,
"wilsonLowerBound": 0.18524805760286572
"successRate": 0.1882488407556095,
"wilsonLowerBound": 0.18524516980216948
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 34476,
"modelCount": 34595,
"officialConfigError": "malformed_command_argv",
"officialConfigValid": false,
"successCount": 7364,
"successRate": 0.21359786518157559,
"wilsonLowerBound": 0.2093035803182676
"successCount": 7390,
"successRate": 0.21361468420291949,
"wilsonLowerBound": 0.2093276105134159
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8313,
"modelCount": 8327,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 115,
"successRate": 0.01383375436063996,
"wilsonLowerBound": 0.011538014344512085
"successCount": 117,
"successRate": 0.01405067851567191,
"wilsonLowerBound": 0.01173737088961676
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26770,
"modelCount": 26773,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3288,
"successRate": 0.12282405677997758,
"wilsonLowerBound": 0.11894605365208344
"successRate": 0.12281029395286296,
"wilsonLowerBound": 0.11893269644624704
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16520,
"modelCount": 16521,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10145278450363196,
"wilsonLowerBound": 0.09694085230477067
"successRate": 0.10144664366563767,
"wilsonLowerBound": 0.09693497021042136
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 17280,
"modelCount": 17333,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6694,
"successRate": 0.38738425925925923,
"wilsonLowerBound": 0.380146498410545
"successCount": 6701,
"successRate": 0.38660358853054866,
"wilsonLowerBound": 0.3793797298335849
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24819,
"modelCount": 24821,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3808,
"successRate": 0.15343083927636086,
"wilsonLowerBound": 0.14900064651328315
"successRate": 0.1534184762902381,
"wilsonLowerBound": 0.14898860962882118
},
"vllm-customized": {
"framework": "vllm-customized",
@@ -153,65 +153,65 @@
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 54904,
"modelCount": 55016,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 13812,
"successRate": 0.2515663703919569,
"wilsonLowerBound": 0.2479542518999264
"successCount": 13845,
"successRate": 0.2516540642722117,
"wilsonLowerBound": 0.24804518099225148
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 25241,
"modelCount": 25260,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3218,
"successRate": 0.12749098688641497,
"wilsonLowerBound": 0.12343299673518347
"successCount": 3222,
"successRate": 0.12755344418052256,
"wilsonLowerBound": 0.12349608990298666
},
"vllm": {
"framework": "vllm",
"modelCount": 87122,
"modelCount": 87123,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9772,
"successRate": 0.11216455085971397,
"wilsonLowerBound": 0.11008613498042095
"successRate": 0.11216326343215913,
"wilsonLowerBound": 0.11008486994554824
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 49039,
"modelCount": 49123,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5672,
"successRate": 0.11566304369991232,
"wilsonLowerBound": 0.11286241568461444
"successCount": 5675,
"successRate": 0.11552633186083912,
"wilsonLowerBound": 0.1127295376927696
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 51255,
"modelCount": 51416,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3790,
"successRate": 0.07394400546288167,
"wilsonLowerBound": 0.07171032747335292
"successCount": 3792,
"successRate": 0.07375136144390851,
"wilsonLowerBound": 0.07152386111367423
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 94931,
"modelCount": 94950,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 23922,
"successRate": 0.2519935532123332,
"wilsonLowerBound": 0.24924178078950268
"successCount": 23929,
"successRate": 0.25201685097419696,
"wilsonLowerBound": 0.24926526729196052
},
"llamacpp_opt": {
"framework": "llamacpp_opt",
"modelCount": 145,
"modelCount": 146,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
@@ -247,30 +247,30 @@
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 25461,
"modelCount": 25543,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4155,
"successRate": 0.16319076234240604,
"wilsonLowerBound": 0.15870243059971056
"successCount": 4157,
"successRate": 0.1627451748032729,
"wilsonLowerBound": 0.15826902372546114
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 44303,
"modelCount": 44311,
"officialConfigError": "malformed_command_argv",
"officialConfigValid": false,
"successCount": 5722,
"successRate": 0.12915603909441797,
"wilsonLowerBound": 0.1260651983664097
"successCount": 5723,
"successRate": 0.12915528875448534,
"wilsonLowerBound": 0.1260647319450567
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8465,
"modelCount": 8471,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 817,
"successRate": 0.0965150620200827,
"wilsonLowerBound": 0.09040613000477635
"successCount": 818,
"successRate": 0.096564750324637,
"wilsonLowerBound": 0.09045645180416947
}
},
"Iluvatar_mrv-100": {
@@ -285,85 +285,85 @@
},
"vllm": {
"framework": "vllm",
"modelCount": 35507,
"modelCount": 35537,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7139,
"successRate": 0.20105894612329964,
"wilsonLowerBound": 0.1969225178718171
"successCount": 7144,
"successRate": 0.20102991248557842,
"wilsonLowerBound": 0.19689544510855106
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 61558,
"modelCount": 61559,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12430,
"successRate": 0.20192338932388967,
"wilsonLowerBound": 0.19877079208253345
"successRate": 0.20192010916356665,
"wilsonLowerBound": 0.19876755682011554
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 18176,
"modelCount": 18247,
"officialConfigError": "malformed_command_argv",
"officialConfigValid": false,
"successCount": 5143,
"successRate": 0.2829555457746479,
"wilsonLowerBound": 0.2764534827350362
"successCount": 5162,
"successRate": 0.2828958184907108,
"wilsonLowerBound": 0.27640675663097436
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 16149,
"modelCount": 16182,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3906,
"successRate": 0.24187256176853056,
"wilsonLowerBound": 0.2353298344323137
"successCount": 3913,
"successRate": 0.24181188975404772,
"wilsonLowerBound": 0.23527635134151637
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 69445,
"modelCount": 69484,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 19100,
"successRate": 0.2750377996976024,
"wilsonLowerBound": 0.2717291547803792
"successCount": 19109,
"successRate": 0.2750129526221864,
"wilsonLowerBound": 0.2717053272932578
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1595,
"modelCount": 1616,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 947,
"successRate": 0.5937304075235109,
"wilsonLowerBound": 0.5694297618857823
"successCount": 958,
"successRate": 0.5928217821782178,
"wilsonLowerBound": 0.5686744115301448
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 48595,
"modelCount": 48601,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21730,
"successRate": 0.4471653462290359,
"wilsonLowerBound": 0.44274898590649875
"successRate": 0.44711014176663033,
"wilsonLowerBound": 0.4426941103220847
},
"vllm": {
"framework": "vllm",
"modelCount": 41028,
"modelCount": 41060,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5177,
"successRate": 0.12618211952812713,
"wilsonLowerBound": 0.1230039703648487
"successCount": 5190,
"successRate": 0.1264003896736483,
"wilsonLowerBound": 0.1232210704231553
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1220,
"modelCount": 1221,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
@@ -392,12 +392,12 @@
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 7758,
"modelCount": 7765,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3415,
"successRate": 0.4401907708172209,
"wilsonLowerBound": 0.4291766435438184
"successCount": 3418,
"successRate": 0.4401802962009015,
"wilsonLowerBound": 0.42917115203851036
}
},
"Vastai_va16": {
@@ -412,161 +412,161 @@
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 19536,
"modelCount": 19594,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5579,
"successRate": 0.28557534807534807,
"wilsonLowerBound": 0.27928400511922646
"successCount": 5589,
"successRate": 0.2852403797080739,
"wilsonLowerBound": 0.27896058502294263
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 29031,
"modelCount": 29045,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14860,
"successRate": 0.5118666253315421,
"wilsonLowerBound": 0.5061153707518846
"successCount": 14868,
"successRate": 0.5118953348252712,
"wilsonLowerBound": 0.5061454707403542
},
"vllm": {
"framework": "vllm",
"modelCount": 68341,
"modelCount": 68376,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7379,
"successRate": 0.10797325178150743,
"wilsonLowerBound": 0.1056684301819784
"successCount": 7384,
"successRate": 0.10799110799110799,
"wilsonLowerBound": 0.1056867006998832
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 14242,
"modelCount": 14255,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2524,
"successRate": 0.1772223002387305,
"wilsonLowerBound": 0.17103808941012547
"successCount": 2525,
"successRate": 0.17713083128726761,
"wilsonLowerBound": 0.17095069467402527
}
}
}
},
"frameworkUpdatedAt": null,
"generatedAt": "2026-10-20T02:14:14.767044+00:00",
"generatedAt": "2026-10-20T02:21:30.654355+00:00",
"gpuStats": {
"Ascend_910-b3": {
"available": true,
"backlogHours": 1565.0091743119265,
"backlogHours": 1509.5044247787612,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 0.9160741947763162,
"queueFactor": 0.9764555145666085,
"queueWeight": 0.9764555145666085,
"recentSuccess": 29,
"recentSuccessRate": 0.26605504587155965,
"recentTerminal": 109,
"recentWilsonLowerBound": 0.19209740149947543,
"qualityFactor": 1.0095964794525656,
"queueFactor": 0.9817949989209019,
"queueWeight": 0.9817949989209019,
"recentSuccess": 30,
"recentSuccessRate": 0.26548672566371684,
"recentTerminal": 113,
"recentWilsonLowerBound": 0.19275522468473327,
"running": 8,
"selectionWeight": 0.8945056992414995,
"selectionWeight": 0.991216774454678,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 18.166666666666668,
"waiting": 28431
"throughputPerHour": 18.833333333333332,
"waiting": 28429
},
"Ascend_910-b4": {
"available": true,
"backlogHours": 1501.734375,
"backlogHours": 1513.795275590551,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
"queueFactor": 0.982519157890026,
"queueWeight": 0.982519157890026,
"recentSuccess": 49,
"recentSuccessRate": 0.3828125,
"recentTerminal": 128,
"recentWilsonLowerBound": 0.3031848964440972,
"queueFactor": 0.9813770606685398,
"queueWeight": 0.9813770606685398,
"recentSuccess": 47,
"recentSuccessRate": 0.3700787401574803,
"recentTerminal": 127,
"recentWilsonLowerBound": 0.29107345742837193,
"running": 8,
"selectionWeight": 2.456297894725065,
"selectionWeight": 2.4534426516713497,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 21.333333333333332,
"waiting": 32037
"throughputPerHour": 21.166666666666668,
"waiting": 32042
},
"Biren_166m": {
"available": true,
"backlogHours": 156.79310344827587,
"backlogHours": 153.1685393258427,
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 0.08862559967168307,
"qualityFactor": 0.1225844861148022,
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 18,
"recentSuccessRate": 0.10344827586206896,
"recentTerminal": 174,
"recentWilsonLowerBound": 0.06644213091727882,
"running": 8,
"selectionWeight": 0.115213279573188,
"recentSuccess": 20,
"recentSuccessRate": 0.11235955056179775,
"recentTerminal": 178,
"recentWilsonLowerBound": 0.07392192832223898,
"running": 9,
"selectionWeight": 0.15935983194924286,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 29.0,
"waiting": 4547
"throughputPerHour": 29.666666666666668,
"waiting": 4544
},
"Cambricon_mlu-370-x4": {
"available": true,
"backlogHours": 1311.5421686746988,
"backlogHours": 1360.725,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 0.3391780657744907,
"queueFactor": 1.0026807029736242,
"queueWeight": 1.0026807029736242,
"recentSuccess": 16,
"recentSuccessRate": 0.1927710843373494,
"recentTerminal": 83,
"recentWilsonLowerBound": 0.12228799170691443,
"qualityFactor": 0.27772235761332426,
"queueFactor": 0.9971957514399109,
"queueWeight": 0.9971957514399109,
"recentSuccess": 14,
"recentSuccessRate": 0.175,
"recentTerminal": 80,
"recentWilsonLowerBound": 0.10720538981609888,
"running": 7,
"selectionWeight": 0.3400873014240005,
"selectionWeight": 0.27694355509188257,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 13.833333333333334,
"throughputPerHour": 13.333333333333334,
"waiting": 18143
},
"Cambricon_mlu-370-x8": {
"available": true,
"backlogHours": 409.3469387755102,
"backlogHours": 401.04,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 0.4229878417301675,
"queueFactor": 1.194032818098674,
"queueWeight": 1.194032818098674,
"recentSuccess": 28,
"recentSuccessRate": 0.19047619047619047,
"recentTerminal": 147,
"recentWilsonLowerBound": 0.13519940450663895,
"running": 7,
"selectionWeight": 0.5050613646825478,
"qualityFactor": 0.3632518046778826,
"queueFactor": 1.197754525327236,
"queueWeight": 1.197754525327236,
"recentSuccess": 26,
"recentSuccessRate": 0.17333333333333334,
"recentTerminal": 150,
"recentWilsonLowerBound": 0.12111982318473373,
"running": 9,
"selectionWeight": 0.4350864928862191,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 24.5,
"waiting": 10029
"throughputPerHour": 25.0,
"waiting": 10026
},
"Iluvatar_bi-100": {
"available": true,
"backlogHours": 73.1523178807947,
"backlogHours": 70.18471337579618,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
@@ -576,196 +576,196 @@
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 10,
"recentSuccessRate": 0.033112582781456956,
"recentTerminal": 302,
"recentWilsonLowerBound": 0.018083533244214522,
"running": 24,
"recentSuccessRate": 0.03184713375796178,
"recentTerminal": 314,
"recentWilsonLowerBound": 0.01738883161161099,
"running": 25,
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 50.333333333333336,
"waiting": 3682
"throughputPerHour": 52.333333333333336,
"waiting": 3673
},
"Iluvatar_bi-150": {
"available": true,
"backlogHours": 290.76363636363635,
"backlogHours": 294.33128834355824,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
"qualityFactor": 0.060520929348318125,
"queueFactor": 1.2568949516427272,
"queueWeight": 1.2568949516427272,
"qualityFactor": 0.06802624524013716,
"queueFactor": 1.2546439865711234,
"queueWeight": 1.2546439865711234,
"recentSuccess": 15,
"recentSuccessRate": 0.09090909090909091,
"recentTerminal": 165,
"recentWilsonLowerBound": 0.05586585661801881,
"running": 3,
"selectionWeight": 0.07606845056662723,
"recentSuccessRate": 0.09202453987730061,
"recentTerminal": 163,
"recentWilsonLowerBound": 0.056561275126855236,
"running": 2,
"selectionWeight": 0.0853487195195506,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 27.5,
"throughputPerHour": 27.166666666666668,
"waiting": 7996
},
"Iluvatar_mrv-100": {
"available": true,
"backlogHours": 2263.255813953488,
"backlogHours": 2162.5333333333333,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 1.2868071581439535,
"queueFactor": 0.9238893245754422,
"queueWeight": 0.9238893245754422,
"qualityFactor": 1.265314616099985,
"queueFactor": 0.9302540137778436,
"queueWeight": 0.9302540137778436,
"recentSuccess": 15,
"recentSuccessRate": 0.3488372093023256,
"recentTerminal": 43,
"recentWilsonLowerBound": 0.22418398748963103,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 45,
"recentWilsonLowerBound": 0.21358692207276764,
"running": 2,
"selectionWeight": 1.1888673961964613,
"selectionWeight": 1.1770640003187824,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 7.166666666666667,
"waiting": 16220
"throughputPerHour": 7.5,
"waiting": 16219
},
"Kunlunxin_p-800": {
"available": true,
"backlogHours": 440.54545454545456,
"backlogHours": 430.8,
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 0.539692974067235,
"queueFactor": 1.1809496639783594,
"queueWeight": 1.1809496639783594,
"recentSuccess": 28,
"recentSuccessRate": 0.21212121212121213,
"recentTerminal": 132,
"recentWilsonLowerBound": 0.15103384183382562,
"running": 8,
"selectionWeight": 0.6373502363761827,
"qualityFactor": 0.6155830857543247,
"queueFactor": 1.1849625362578422,
"queueWeight": 1.1849625362578422,
"recentSuccess": 29,
"recentSuccessRate": 0.21481481481481482,
"recentTerminal": 135,
"recentWilsonLowerBound": 0.15393663891185383,
"running": 9,
"selectionWeight": 0.7294428945728734,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 22.0,
"waiting": 9692
"throughputPerHour": 22.5,
"waiting": 9693
},
"MetaX_c-500": {
"available": true,
"backlogHours": 720.1836734693878,
"backlogHours": 705.66,
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 0.5567191363547688,
"queueFactor": 1.0970173717329488,
"queueWeight": 1.0970173717329488,
"qualityFactor": 0.5815805280613601,
"queueFactor": 1.1004153733286102,
"queueWeight": 1.1004153733286102,
"recentSuccess": 22,
"recentSuccessRate": 0.22448979591836735,
"recentTerminal": 98,
"recentWilsonLowerBound": 0.1531813203076455,
"recentSuccessRate": 0.22,
"recentTerminal": 100,
"recentWilsonLowerBound": 0.15001174503655804,
"running": 4,
"selectionWeight": 0.6107305637573456,
"selectionWeight": 0.6399801539072918,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 16.333333333333332,
"waiting": 11763
"throughputPerHour": 16.666666666666668,
"waiting": 11761
},
"Mthreads_s4000": {
"available": true,
"backlogHours": 2451.28125,
"backlogHours": 2307.0882352941176,
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 0.16096968737334355,
"queueFactor": 0.912895411388292,
"queueWeight": 0.912895411388292,
"recentSuccess": 10,
"recentSuccessRate": 0.15625,
"recentTerminal": 64,
"recentWilsonLowerBound": 0.08714748876961674,
"qualityFactor": 0.20218062633862321,
"queueFactor": 0.9212687575359442,
"queueWeight": 0.9212687575359442,
"recentSuccess": 11,
"recentSuccessRate": 0.16176470588235295,
"recentTerminal": 68,
"recentWilsonLowerBound": 0.09279997195749148,
"running": 4,
"selectionWeight": 0.1469484889757332,
"selectionWeight": 0.1862626944248224,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 10.666666666666666,
"throughputPerHour": 11.333333333333334,
"waiting": 26147
},
"Sunrise_pt-200-x1": {
"available": true,
"backlogHours": 2784.15,
"backlogHours": 2715.8048780487807,
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 0.2425423282352443,
"queueFactor": 0.8956247801875125,
"queueWeight": 0.8956247801875125,
"qualityFactor": 0.2507631198239542,
"queueFactor": 0.899003100433724,
"queueWeight": 0.899003100433724,
"recentSuccess": 8,
"recentSuccessRate": 0.2,
"recentTerminal": 40,
"recentWilsonLowerBound": 0.10499864973166873,
"recentSuccessRate": 0.1951219512195122,
"recentTerminal": 41,
"recentWilsonLowerBound": 0.1023431574920593,
"running": 2,
"selectionWeight": 0.21722691941185818,
"selectionWeight": 0.22543682219616828,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 6.666666666666667,
"waiting": 18561
"throughputPerHour": 6.833333333333333,
"waiting": 18558
},
"Vastai_va16": {
"available": true,
"backlogHours": 1551.4647887323943,
"backlogHours": 1530.0833333333333,
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
"qualityFactor": 0.05,
"queueFactor": 0.9777294734469187,
"queueWeight": 0.9777294734469187,
"queueFactor": 0.9798028794550852,
"queueWeight": 0.9798028794550852,
"recentSuccess": 4,
"recentSuccessRate": 0.056338028169014086,
"recentTerminal": 71,
"recentWilsonLowerBound": 0.022124161220470236,
"running": 16,
"selectionWeight": 0.04888647367234594,
"recentSuccessRate": 0.05555555555555555,
"recentTerminal": 72,
"recentWilsonLowerBound": 0.021813862926925037,
"running": 17,
"selectionWeight": 0.04899014397275426,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 11.833333333333334,
"waiting": 18359
"throughputPerHour": 12.0,
"waiting": 18361
},
"hygon_k100-ai": {
"available": true,
"backlogHours": 1358.7777777777778,
"backlogHours": 1310.25,
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
"qualityFactor": 0.5642876115078197,
"queueFactor": 0.9973732826651664,
"queueWeight": 0.9973732826651664,
"qualityFactor": 0.568256191557256,
"queueFactor": 1.0028658640141899,
"queueWeight": 1.0028658640141899,
"recentSuccess": 24,
"recentSuccessRate": 0.2222222222222222,
"recentTerminal": 108,
"recentWilsonLowerBound": 0.15412441082279263,
"recentSuccessRate": 0.21428571428571427,
"recentTerminal": 112,
"recentWilsonLowerBound": 0.14843966088099217,
"running": 6,
"selectionWeight": 0.5628053874568403,
"selectionWeight": 0.5698847365274806,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 18.0,
"submissionEligible": false,
"throughputPerHour": 18.666666666666668,
"waiting": 24458
}
},
"queueAttemptedAt": "2026-10-20T02:09:50.986644+00:00",
"queueAttemptedAt": "2026-10-20T02:21:30.654355+00:00",
"queueError": null,
"queueUpdatedAt": "2026-10-20T02:09:50.986644+00:00",
"queueUpdatedAt": "2026-10-20T02:21:30.654355+00:00",
"supportedGpus": [
"Cambricon_mlu-370-x4",
"Vastai_va16",

View File

@@ -1,5 +1,5 @@
{
"catalogUpdatedAt": "2026-10-20T02:14:14.767044+00:00",
"catalogUpdatedAt": "2026-10-20T02:21:30.654355+00:00",
"configuredTaskTypes": [
"text-generation"
],
@@ -56,7 +56,7 @@
"time-series-forecasting"
],
"errors": [],
"generatedAt": "2026-10-20T02:14:14.767044+00:00",
"generatedAt": "2026-10-20T02:21:30.654355+00:00",
"gpuCatalog": {
"Ascend_910-b3": {
"canVerify": true,
@@ -6545,6 +6545,6 @@
"updateTime": "2025-12-22 08:59:53"
}
],
"taskTreeUpdatedAt": "2026-10-20T02:14:14.767044+00:00",
"taskTreeUpdatedAt": "2026-10-20T02:21:30.654355+00:00",
"version": 1
}

View File

@@ -8,6 +8,7 @@
{"agentVersion": "2026.10.18.1", "batchId": "cc4c9105691044cf8473820263d1a663", "completedAt": "2026-10-19T05:32:54.970924+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-19T02:09:27.335877+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2a19fe570e294f3daddd77e9049f428c", "lastModified": "2026-10-16T05:43:29+00:00", "modelAddress": "https://modelscope.cn/models/rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "reason": null, "reconciledAt": "2026-10-20T02:18:28.286381+00:00", "repoId": "rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": "5645075", "taskType": "text-generation"}
{"agentVersion": "2026.10.18.1", "batchId": "87783e46fa954f75ad6d8342b9d15446", "completedAt": "2026-10-19T06:25:51.064030+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:23:54.129483+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "57d7b7cf62b843c288378ac20283a484", "lastModified": "2026-10-19T05:18:14+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "reason": null, "reconciledAt": "2026-10-20T02:18:28.286576+00:00", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": "5645923", "taskType": "text-generation"}
{"agentVersion": "2026.10.18.1", "batchId": "110f5a508e044facb241211f54eceeb7", "completedAt": "2026-10-19T06:32:34.698506+00:00", "configFingerprint": "077eea1fd1f15fd13a8367dad60b0d1b310724d7cc6ea546505d0f84d78d5aca", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:30:42.213744+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "55e4f930d8c1459dbaec6a72f74dc09c", "lastModified": "2026-10-18T14:13:55+00:00", "modelAddress": "https://modelscope.cn/models/castorini/gaggle-nanochat-pretrained-climbmix-20260924", "reason": null, "reconciledAt": "2026-10-20T02:18:28.286025+00:00", "repoId": "castorini/gaggle-nanochat-pretrained-climbmix-20260924", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "hygon_k100-ai", "taskId": "5645977", "taskType": "text-generation"}
{"agentVersion": "2026.10.18.1", "batchId": "86d4db5f93484c3d8278a51183c8679b", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T02:21:34.462778+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "5cf4e0c51dcf45408b839221c341d431", "lastModified": "2026-10-19T18:55:19+00:00", "modelAddress": "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
{"agentVersion": "2026.10.18.1", "batchId": "75bbf1a709e944aa8d6fb4558623ba78", "completedAt": "2026-10-20T02:18:19.580889+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T02:14:34.283457+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "42767d998a4147d88e6a6924544c3e9f", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
{"agentVersion": "2026.10.18.1", "batchId": "f20ebc61bf494427bbf9a4720b2a85f8", "completedAt": "2026-10-20T02:11:33.288373+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T02:09:53.456349+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "f4cfc840ebf4498fb95910535d273e0a", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
{"agentVersion": "2026.10.18.1", "batchId": "9896829b453c42fb932f7bf476a14259", "completedAt": "2026-10-20T02:07:11.777873+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T02:05:31.053308+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "cb55d6b6e5854966b0fc53c1d6c4692b", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}

View File

@@ -4,20 +4,20 @@
".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
".modelhub_state/architecture_compatibility_blacklist.json": "2c1bf47a936aa6ca4a1437c1bb9f02a28f894c910d6382a03e1e64ca97cd6c9e",
".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
".modelhub_state/market_intelligence.json": "924c5aad4ee3b1e13f12ccac790457206dd9ee82eac2e7e05223f5e42465200c",
".modelhub_state/official_capabilities.json": "18f5901eca8e6f9eeaa083ccc34589b81be39b637d8312a9274571d8cfb8a8e6",
".modelhub_state/market_intelligence.json": "4ba1a15cb33004fc209291943f62837c99aebd1a16136f79ad129cc78eec2304",
".modelhub_state/official_capabilities.json": "6d89db3b10f8250b26f7ab2eb9895a247562e18e75e8481b925e834724746c37",
".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
".modelhub_state/recovery_active_tasks.jsonl": "955f54912262124b20d8b3affea557eb791a6e1ebc1a1ee62ce230bbd0945ff6",
".modelhub_state/recovery_intents.jsonl": "bdbd51b6659f11e7222fb2b0013f1fa7384b14242614f65c74498dbb0ce57f55",
".modelhub_state/recovery_intents.jsonl": "f33e785d2441994cebcd5ce9af8568d97b68dada231257f1152c63d78fc9834c",
".modelhub_state/routing_intelligence.json": "4b196288f0a25bc667739638b6ef3ff06562d19724e19ab7c68819a1cd63d4a7",
".modelhub_state/submission_exclusions.jsonl": "b80050ff42c4017b85f19dd9287a636cd3e86abe78256630d38791199e3b7606",
"ledger/submissions.jsonl": "7730c11fcfcdb3ac056746c696f0503890dc7d607a96070d398765c093b97170",
"outcomes/submissions.jsonl": "31a528e7ade1621b5b6acb73f13c89fa9977906ba4d1e672364b4de0fc636e5a"
},
"generation": 797,
"phase": "cycle",
"generation": 798,
"phase": "intent",
"schemaVersion": 1,
"updatedAt": "2026-10-20T02:18:28.341939+00:00",
"updatedAt": "2026-10-20T02:21:34.534144+00:00",
"writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
}