Files
submmit/.modelhub_state/market_intelligence.json

791 lines
25 KiB
JSON
Raw Normal View History

2026-10-22 15:11:39 +00:00
{
2026-10-22 15:53:11 +00:00
"communityAttemptedAt": "2026-10-22T15:53:09.658711+00:00",
2026-10-22 15:11:39 +00:00
"communityError": "ModelHubAPIError: 分页大小不能超过100",
"communitySample": {},
"communityUpdatedAt": null,
2026-10-22 15:17:48 +00:00
"frameworkAttemptedAt": "2026-10-22T15:16:07.563483+00:00",
2026-10-22 15:11:39 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-10-22 15:17:48 +00:00
"modelCount": 43901,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 22122,
"successRate": 0.5039065169358329,
"wilsonLowerBound": 0.49922929095639007
2026-10-22 15:11:39 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-22 15:17:48 +00:00
"modelCount": 58429,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 15572,
"successRate": 0.26651149258073903,
"wilsonLowerBound": 0.26294186763908145
2026-10-22 15:11:39 +00:00
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
"modelCount": 1,
"officialConfigError": "framework_mismatch",
"officialConfigValid": false,
"successCount": 1,
"successRate": 1.0,
"wilsonLowerBound": 0.20654329147389294
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 15:17:48 +00:00
"modelCount": 5545,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 1784,
"successRate": 0.32173128944995494,
"wilsonLowerBound": 0.3095626586175613
2026-10-22 15:11:39 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-10-22 15:17:48 +00:00
"modelCount": 38954,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 18705,
"successRate": 0.4801817528366792,
"wilsonLowerBound": 0.4752225012389658
2026-10-22 15:11:39 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-22 15:17:48 +00:00
"modelCount": 40801,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 11169,
"successRate": 0.2737432906056224,
"wilsonLowerBound": 0.26943823515493875
2026-10-22 15:11:39 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 15:17:48 +00:00
"modelCount": 14542,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 5993,
"successRate": 0.41211662769907853,
"wilsonLowerBound": 0.4041406826369419
2026-10-22 15:11:39 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64306,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12099,
"successRate": 0.18814729574223246,
"wilsonLowerBound": 0.1851451853858568
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 15:17:48 +00:00
"modelCount": 36267,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 7610,
"successRate": 0.2098326302147958,
"wilsonLowerBound": 0.20567267833068853
2026-10-22 15:11:39 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 15:17:48 +00:00
"modelCount": 8436,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 117,
2026-10-22 15:17:48 +00:00
"successRate": 0.013869132290184922,
"wilsonLowerBound": 0.011585554837373141
2026-10-22 15:11:39 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-10-22 15:17:48 +00:00
"modelCount": 26813,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3293,
2026-10-22 15:17:48 +00:00
"successRate": 0.12281356058628277,
"wilsonLowerBound": 0.11893877089459196
2026-10-22 15:11:39 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16525,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10142208774583963,
"wilsonLowerBound": 0.09691144896995606
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-22 15:17:48 +00:00
"modelCount": 17857,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 6866,
"successRate": 0.38449907599260796,
"wilsonLowerBound": 0.3773893165432024
2026-10-22 15:11:39 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-10-22 15:17:48 +00:00
"modelCount": 24841,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3811,
2026-10-22 15:17:48 +00:00
"successRate": 0.1534157240046697,
"wilsonLowerBound": 0.14898765272130116
2026-10-22 15:11:39 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8123,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.066970331158439,
"wilsonLowerBound": 0.061736366111672984
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-22 15:17:48 +00:00
"modelCount": 56151,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 14087,
"successRate": 0.250877099250236,
"wilsonLowerBound": 0.24730843808506192
2026-10-22 15:11:39 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-10-22 15:17:48 +00:00
"modelCount": 25659,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 3300,
"successRate": 0.1286098444990062,
"wilsonLowerBound": 0.12456918335044238
2026-10-22 15:11:39 +00:00
},
"vllm": {
"framework": "vllm",
"modelCount": 87132,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9774,
"successRate": 0.11217463159344443,
"wilsonLowerBound": 0.11009625130917604
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-22 15:17:48 +00:00
"modelCount": 50301,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 5762,
"successRate": 0.11455040655255362,
"wilsonLowerBound": 0.11179656959668471
2026-10-22 15:11:39 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 15:17:48 +00:00
"modelCount": 52741,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 3866,
"successRate": 0.07330160596120665,
"wilsonLowerBound": 0.07110817371236106
2026-10-22 15:11:39 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-10-22 15:17:48 +00:00
"modelCount": 95250,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 24068,
"successRate": 0.2526824146981627,
"wilsonLowerBound": 0.2499327151357797
2026-10-22 15:11:39 +00:00
},
"llamacpp_opt": {
"framework": "llamacpp_opt",
"modelCount": 155,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"transformers": {
"framework": "transformers",
2026-10-22 15:17:48 +00:00
"modelCount": 5703,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 591,
2026-10-22 15:17:48 +00:00
"successRate": 0.10362966859547607,
"wilsonLowerBound": 0.09598440123295167
2026-10-22 15:11:39 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-22 15:17:48 +00:00
"modelCount": 112932,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16542,
2026-10-22 15:17:48 +00:00
"successRate": 0.14647752629901178,
"wilsonLowerBound": 0.14442730531743125
2026-10-22 15:11:39 +00:00
},
"vllm-0.17.0": {
"framework": "vllm-0.17.0",
2026-10-22 15:17:48 +00:00
"modelCount": 325,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1,
2026-10-22 15:17:48 +00:00
"successRate": 0.003076923076923077,
"wilsonLowerBound": 0.0005433451436958484
2026-10-22 15:11:39 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-10-22 15:17:48 +00:00
"modelCount": 26322,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 4234,
"successRate": 0.16085403844692653,
"wilsonLowerBound": 0.1564651259017427
2026-10-22 15:11:39 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 15:17:48 +00:00
"modelCount": 44627,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 5808,
"successRate": 0.13014542765590337,
"wilsonLowerBound": 0.12705550728959789
2026-10-22 15:11:39 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 15:17:48 +00:00
"modelCount": 8552,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 840,
2026-10-22 15:17:48 +00:00
"successRate": 0.09822263797942002,
"wilsonLowerBound": 0.09209407716403276
2026-10-22 15:11:39 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 205,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
"successRate": 0.18048780487804877,
"wilsonLowerBound": 0.13387369642098657
},
"vllm": {
"framework": "vllm",
2026-10-22 15:17:48 +00:00
"modelCount": 35912,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 7253,
"successRate": 0.20196591668523056,
"wilsonLowerBound": 0.19784562013237764
2026-10-22 15:11:39 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-10-22 15:17:48 +00:00
"modelCount": 61580,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12431,
2026-10-22 15:17:48 +00:00
"successRate": 0.20186748944462488,
"wilsonLowerBound": 0.1987157833989209
2026-10-22 15:11:39 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 15:17:48 +00:00
"modelCount": 19030,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 5400,
"successRate": 0.2837624802942722,
"wilsonLowerBound": 0.2774012737290523
2026-10-22 15:11:39 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 15:17:48 +00:00
"modelCount": 16404,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 3963,
"successRate": 0.24158741770299927,
"wilsonLowerBound": 0.23509795815216436
2026-10-22 15:11:39 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-10-22 15:17:48 +00:00
"modelCount": 69995,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 19228,
"successRate": 0.2747053360954354,
"wilsonLowerBound": 0.2714109268102248
2026-10-22 15:11:39 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 15:17:48 +00:00
"modelCount": 1884,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 1088,
"successRate": 0.5774946921443737,
"wilsonLowerBound": 0.5550539664477531
2026-10-22 15:11:39 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-10-22 15:17:48 +00:00
"modelCount": 48678,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 21748,
"successRate": 0.44677266937836396,
"wilsonLowerBound": 0.44236047496561803
2026-10-22 15:11:39 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-22 15:17:48 +00:00
"modelCount": 41473,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 5301,
"successRate": 0.12781809852192993,
"wilsonLowerBound": 0.12463907289304828
2026-10-22 15:11:39 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 15:17:48 +00:00
"modelCount": 1282,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6289,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03052949594530132,
"wilsonLowerBound": 0.026555749965692398
},
"vllm": {
"framework": "vllm",
"modelCount": 10116,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 766,
"successRate": 0.07572162910241202,
"wilsonLowerBound": 0.07072574472839398
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 15:17:48 +00:00
"modelCount": 7936,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 3490,
"successRate": 0.4397681451612903,
"wilsonLowerBound": 0.4288791772091988
2026-10-22 15:11:39 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-10-22 15:17:48 +00:00
"modelCount": 7439,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 245,
2026-10-22 15:17:48 +00:00
"successRate": 0.03293453421158758,
"wilsonLowerBound": 0.029113919300388362
2026-10-22 15:11:39 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 15:17:48 +00:00
"modelCount": 20242,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 5721,
"successRate": 0.28263017488390474,
"wilsonLowerBound": 0.2764687517741875
2026-10-22 15:11:39 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-10-22 15:17:48 +00:00
"modelCount": 29261,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 14999,
"successRate": 0.512593554560678,
"wilsonLowerBound": 0.5068650593544141
2026-10-22 15:11:39 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-22 15:17:48 +00:00
"modelCount": 68695,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 7442,
"successRate": 0.10833393987917607,
"wilsonLowerBound": 0.10603158523055436
2026-10-22 15:11:39 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-22 15:17:48 +00:00
"modelCount": 14460,
2026-10-22 15:11:39 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 15:17:48 +00:00
"successCount": 2611,
"successRate": 0.180567081604426,
"wilsonLowerBound": 0.17438246495683227
2026-10-22 15:11:39 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-22 15:55:01 +00:00
"generatedAt": "2026-10-22T15:54:53.058753+00:00",
2026-10-22 15:11:39 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 1025.9268292682927,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-22 15:55:01 +00:00
"qualityFactor": 0.8193455887682743,
"queueFactor": 0.9684737131093443,
"queueWeight": 0.9684737131093443,
2026-10-22 15:23:38 +00:00
"recentSuccess": 38,
2026-10-22 15:44:38 +00:00
"recentSuccessRate": 0.23170731707317074,
"recentTerminal": 164,
"recentWilsonLowerBound": 0.17372121950367972,
2026-10-22 15:13:23 +00:00
"running": 8,
2026-10-22 15:55:01 +00:00
"selectionWeight": 0.7935146646741725,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:44:38 +00:00
"throughputPerHour": 27.333333333333332,
2026-10-22 15:55:01 +00:00
"waiting": 28042
2026-10-22 15:11:39 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 1181.9636363636364,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
2026-10-22 15:55:01 +00:00
"queueFactor": 0.9481229914658451,
"queueWeight": 0.9481229914658451,
"recentSuccess": 59,
"recentSuccessRate": 0.3575757575757576,
"recentTerminal": 165,
"recentWilsonLowerBound": 0.2884481904837394,
2026-10-22 15:13:23 +00:00
"running": 8,
2026-10-22 15:55:01 +00:00
"selectionWeight": 2.3703074786646128,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 27.5,
"waiting": 32504
2026-10-22 15:11:39 +00:00
},
"Biren_166m": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 118.45081967213116,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-22 15:55:01 +00:00
"qualityFactor": 0.33452058947103713,
2026-10-22 15:11:39 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-22 15:23:38 +00:00
"recentSuccess": 38,
2026-10-22 15:55:01 +00:00
"recentSuccessRate": 0.1557377049180328,
"recentTerminal": 244,
"recentWilsonLowerBound": 0.11561510194283654,
"running": 10,
"selectionWeight": 0.4348767663123483,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 40.666666666666664,
"waiting": 4817
2026-10-22 15:11:39 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 1398.3076923076924,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-22 15:55:01 +00:00
"qualityFactor": 0.1513010178476475,
"queueFactor": 0.9245169617837218,
"queueWeight": 0.9245169617837218,
2026-10-22 15:44:38 +00:00
"recentSuccess": 11,
2026-10-22 15:55:01 +00:00
"recentSuccessRate": 0.14102564102564102,
"recentTerminal": 78,
"recentWilsonLowerBound": 0.08060961324830107,
2026-10-22 15:11:39 +00:00
"running": 7,
2026-10-22 15:55:01 +00:00
"selectionWeight": 0.13988035733529172,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 13.0,
"waiting": 18178
2026-10-22 15:11:39 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 401.91608391608395,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-22 15:55:01 +00:00
"qualityFactor": 0.2641470441113974,
"queueFactor": 1.1146409326912718,
"queueWeight": 1.1146409326912718,
2026-10-22 15:44:38 +00:00
"recentSuccess": 22,
2026-10-22 15:55:01 +00:00
"recentSuccessRate": 0.15384615384615385,
"recentTerminal": 143,
"recentWilsonLowerBound": 0.103845722608873,
"running": 7,
"selectionWeight": 0.2944291076159705,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 23.833333333333332,
"waiting": 9579
2026-10-22 15:11:39 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 42.994082840236686,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-10-22 15:55:01 +00:00
"qualityFactor": 0.28324503436812903,
2026-10-22 15:11:39 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-22 15:55:01 +00:00
"recentSuccess": 68,
"recentSuccessRate": 0.1341222879684418,
"recentTerminal": 507,
"recentWilsonLowerBound": 0.10719360148900893,
"running": 24,
"selectionWeight": 0.36821854467856774,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 84.5,
"waiting": 3633
2026-10-22 15:11:39 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 87.93680297397769,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-22 15:55:01 +00:00
"qualityFactor": 1.0581166140362597,
2026-10-22 15:11:39 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-22 15:55:01 +00:00
"recentSuccess": 123,
"recentSuccessRate": 0.22862453531598512,
"recentTerminal": 538,
"recentWilsonLowerBound": 0.19513609189695205,
"running": 6,
"selectionWeight": 1.3755515982471376,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 89.66666666666667,
"waiting": 7885
2026-10-22 15:11:39 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 3219.2,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-22 15:55:01 +00:00
"qualityFactor": 0.7477173045250894,
"queueFactor": 0.8158176587278541,
"queueWeight": 0.8158176587278541,
"recentSuccess": 9,
"recentSuccessRate": 0.3,
"recentTerminal": 30,
"recentWilsonLowerBound": 0.16664562643958936,
2026-10-22 15:11:39 +00:00
"running": 2,
2026-10-22 15:55:01 +00:00
"selectionWeight": 0.6100009807679604,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 5.0,
"waiting": 16096
2026-10-22 15:11:39 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 313.76271186440675,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-22 15:55:01 +00:00
"qualityFactor": 0.3723219631370148,
"queueFactor": 1.1568181554111565,
"queueWeight": 1.1568181554111565,
"recentSuccess": 30,
"recentSuccessRate": 0.1694915254237288,
"recentTerminal": 177,
"recentWilsonLowerBound": 0.12138052794207303,
2026-10-22 15:11:39 +00:00
"running": 8,
2026-10-22 15:55:01 +00:00
"selectionWeight": 0.4307088066152221,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 29.5,
2026-10-22 15:44:38 +00:00
"waiting": 9256
2026-10-22 15:11:39 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 631.3636363636364,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-22 15:55:01 +00:00
"qualityFactor": 0.7483598861177737,
"queueFactor": 1.0416297149901277,
"queueWeight": 1.0416297149901277,
2026-10-22 15:11:39 +00:00
"recentSuccess": 26,
2026-10-22 15:55:01 +00:00
"recentSuccessRate": 0.23636363636363636,
"recentTerminal": 110,
"recentWilsonLowerBound": 0.16671070835585763,
2026-10-22 15:11:39 +00:00
"running": 4,
2026-10-22 15:55:01 +00:00
"selectionWeight": 0.779513894886901,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 18.333333333333332,
2026-10-22 15:44:38 +00:00
"waiting": 11575
2026-10-22 15:11:39 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 2250.942857142857,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-22 15:55:01 +00:00
"qualityFactor": 0.14671044531646138,
"queueFactor": 0.8607967625015353,
"queueWeight": 0.8607967625015353,
2026-10-22 15:34:35 +00:00
"recentSuccess": 10,
2026-10-22 15:55:01 +00:00
"recentSuccessRate": 0.14285714285714285,
"recentTerminal": 70,
"recentWilsonLowerBound": 0.07948856360443703,
"running": 4,
"selectionWeight": 0.12628787635356847,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 11.666666666666666,
"waiting": 26261
2026-10-22 15:11:39 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 1365.0731707317075,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 0.05,
2026-10-22 15:55:01 +00:00
"queueFactor": 0.9278588314712128,
"queueWeight": 0.9278588314712128,
2026-10-22 15:34:35 +00:00
"recentSuccess": 3,
2026-10-22 15:55:01 +00:00
"recentSuccessRate": 0.036585365853658534,
"recentTerminal": 82,
"recentWilsonLowerBound": 0.012519346180045791,
2026-10-22 15:11:39 +00:00
"running": 2,
2026-10-22 15:55:01 +00:00
"selectionWeight": 0.04639294157356064,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": false,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 13.666666666666666,
"waiting": 18656
2026-10-22 15:11:39 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 625.1931818181819,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-22 15:55:01 +00:00
"qualityFactor": 0.3145306010881178,
"queueFactor": 1.0431653679172195,
"queueWeight": 1.0431653679172195,
"recentSuccess": 28,
"recentSuccessRate": 0.1590909090909091,
2026-10-22 15:44:38 +00:00
"recentTerminal": 176,
2026-10-22 15:55:01 +00:00
"recentWilsonLowerBound": 0.11242190844886836,
"running": 16,
"selectionWeight": 0.32810743020531064,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:44:38 +00:00
"throughputPerHour": 29.333333333333332,
2026-10-22 15:55:01 +00:00
"waiting": 18339
2026-10-22 15:11:39 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-22 15:55:01 +00:00
"backlogHours": 1214.3114754098362,
2026-10-22 15:11:39 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-22 15:55:01 +00:00
"qualityFactor": 0.3779309648695117,
"queueFactor": 0.9442908479992153,
"queueWeight": 0.9442908479992153,
"recentSuccess": 22,
"recentSuccessRate": 0.18032786885245902,
"recentTerminal": 122,
"recentWilsonLowerBound": 0.12220831571602409,
2026-10-22 15:13:23 +00:00
"running": 6,
2026-10-22 15:55:01 +00:00
"selectionWeight": 0.35687675130179286,
2026-10-22 15:11:39 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 15:55:01 +00:00
"throughputPerHour": 20.333333333333332,
"waiting": 24691
2026-10-22 15:11:39 +00:00
}
},
2026-10-22 15:55:01 +00:00
"queueAttemptedAt": "2026-10-22T15:54:53.058753+00:00",
2026-10-22 15:11:39 +00:00
"queueError": null,
2026-10-22 15:55:01 +00:00
"queueUpdatedAt": "2026-10-22T15:54:53.058753+00:00",
2026-10-22 15:11:39 +00:00
"supportedGpus": [
"Cambricon_mlu-370-x4",
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Iluvatar_bi-150",
"Biren_166m",
"Ascend_910-b3",
"Ascend_910-b4",
"hygon_k100-ai",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Iluvatar_bi-100",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}