Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-09-30 13:36:40 +00:00
{
2026-09-30 22:03:21 +00:00
"communityAttemptedAt": "2026-09-30T22:01:05.663854+00:00",
2026-09-30 13:36:40 +00:00
"communityError": null,
"communitySample": {},
2026-09-30 22:03:21 +00:00
"communityUpdatedAt": "2026-09-30T22:01:05.663854+00:00",
2026-09-30 20:09:52 +00:00
"frameworkAttemptedAt": "2026-09-30T20:07:14.155982+00:00",
2026-09-30 13:36:40 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-30 20:09:52 +00:00
"modelCount": 40338,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 19626,
"successRate": 0.4865387475829243,
"wilsonLowerBound": 0.48166260241635694
2026-09-30 13:36:40 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 54014,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 14985,
"successRate": 0.27742807420298443,
"wilsonLowerBound": 0.2736681199673077
2026-09-30 13:36:40 +00:00
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
"modelCount": 0,
"officialConfigError": "framework_mismatch",
"officialConfigValid": false,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-30 20:09:52 +00:00
"modelCount": 3296,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 931,
"successRate": 0.2824635922330097,
"wilsonLowerBound": 0.2673539945219363
2026-09-30 13:36:40 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-30 20:09:52 +00:00
"modelCount": 34869,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 15952,
"successRate": 0.45748372479853167,
"wilsonLowerBound": 0.45225955113495475
2026-09-30 13:36:40 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 38703,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 10853,
"successRate": 0.2804175386920911,
"wilsonLowerBound": 0.2759641548647286
2026-09-30 13:36:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-30 20:09:52 +00:00
"modelCount": 10919,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 4572,
"successRate": 0.4187196629727997,
"wilsonLowerBound": 0.4094960536219262
2026-09-30 13:36:40 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 64144,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 12093,
"successRate": 0.18852893489648292,
"wilsonLowerBound": 0.18552068265502691
2026-09-30 13:36:40 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-30 20:09:52 +00:00
"modelCount": 24186,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 4963,
"successRate": 0.20520135615645416,
"wilsonLowerBound": 0.20015865583438622
2026-09-30 13:36:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-30 20:09:52 +00:00
"modelCount": 7102,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 82,
"successRate": 0.011546043368065334,
"wilsonLowerBound": 0.009312165178820192
2026-09-30 13:36:40 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 26481,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 3256,
"successRate": 0.12295608171896831,
"wilsonLowerBound": 0.119055424674239
2026-09-30 13:36:40 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-09-30 20:09:52 +00:00
"modelCount": 16492,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
2026-09-30 20:09:52 +00:00
"successRate": 0.1016250303177298,
"wilsonLowerBound": 0.09710584128729235
2026-09-30 13:36:40 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-30 20:09:52 +00:00
"modelCount": 13360,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 5459,
"successRate": 0.4086077844311377,
"wilsonLowerBound": 0.4002994768259957
2026-09-30 13:36:40 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 24486,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 3797,
"successRate": 0.15506820223801357,
"wilsonLowerBound": 0.1505884697051341
2026-09-30 13:36:40 +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",
2026-09-30 20:09:52 +00:00
"modelCount": 47508,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 11831,
"successRate": 0.24903174202239622,
"wilsonLowerBound": 0.24516338117615727
2026-09-30 13:36:40 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-30 20:09:52 +00:00
"modelCount": 23598,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3100,
2026-09-30 20:09:52 +00:00
"successRate": 0.13136706500550893,
"wilsonLowerBound": 0.12711697360825303
2026-09-30 13:36:40 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 86821,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 9768,
"successRate": 0.11250734269358796,
"wilsonLowerBound": 0.11042254251595317
2026-09-30 13:36:40 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-30 20:09:52 +00:00
"modelCount": 43378,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 5287,
"successRate": 0.12188206003043017,
"wilsonLowerBound": 0.11883679599920562
2026-09-30 13:36:40 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-30 20:09:52 +00:00
"modelCount": 39419,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 3556,
"successRate": 0.09021030467541033,
"wilsonLowerBound": 0.08742194677621012
2026-09-30 13:36:40 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-30 20:09:52 +00:00
"modelCount": 90637,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 22142,
"successRate": 0.24429316945618235,
"wilsonLowerBound": 0.24150676717099753
2026-09-30 13:36:40 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-30 20:09:52 +00:00
"modelCount": 5420,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 580,
2026-09-30 20:09:52 +00:00
"successRate": 0.1070110701107011,
"wilsonLowerBound": 0.09905773811834374
2026-09-30 13:36:40 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 112758,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16526,
2026-09-30 20:09:52 +00:00
"successRate": 0.14656166303056103,
"wilsonLowerBound": 0.1445093763354927
2026-09-30 13:36:40 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-30 20:09:52 +00:00
"modelCount": 20644,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 3729,
"successRate": 0.18063359813989538,
"wilsonLowerBound": 0.17544512490756387
2026-09-30 13:36:40 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-30 20:09:52 +00:00
"modelCount": 43303,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 14:06:46 +00:00
"successCount": 5635,
2026-09-30 20:09:52 +00:00
"successRate": 0.13012955222501904,
"wilsonLowerBound": 0.12699340512297583
2026-09-30 13:36:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-30 20:09:52 +00:00
"modelCount": 7447,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 661,
"successRate": 0.08876057472807843,
"wilsonLowerBound": 0.08251139940156339
2026-09-30 13:36:40 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 200,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18,
"wilsonLowerBound": 0.1329455066253411
},
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 32686,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 6203,
"successRate": 0.18977543902588265,
"wilsonLowerBound": 0.18556092264272617
2026-09-30 13:36:40 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 61306,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 14:06:46 +00:00
"successCount": 12405,
2026-09-30 20:09:52 +00:00
"successRate": 0.20234561054382932,
"wilsonLowerBound": 0.19918407377574976
2026-09-30 13:36:40 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-30 20:09:52 +00:00
"modelCount": 11383,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 3347,
"successRate": 0.29403496442062727,
"wilsonLowerBound": 0.28573570329497766
2026-09-30 13:36:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-30 20:09:52 +00:00
"modelCount": 14458,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 3620,
"successRate": 0.250380412228524,
"wilsonLowerBound": 0.24338543025785217
2026-09-30 13:36:40 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 64738,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 17760,
"successRate": 0.2743365565819148,
"wilsonLowerBound": 0.27091297234300693
2026-09-30 13:36:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-30 20:09:52 +00:00
"modelCount": 371,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 234,
"successRate": 0.6307277628032345,
"wilsonLowerBound": 0.5805126556080487
2026-09-30 13:36:40 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-30 20:09:52 +00:00
"modelCount": 47494,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 21038,
"successRate": 0.4429612161536194,
"wilsonLowerBound": 0.4384985313168165
2026-09-30 13:36:40 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 38088,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 4109,
"successRate": 0.10788174753203109,
"wilsonLowerBound": 0.10480555979709201
2026-09-30 13:36:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-30 20:09:52 +00:00
"modelCount": 807,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6283,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030558650326277255,
"wilsonLowerBound": 0.02658115788279188
},
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 10050,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 748,
"successRate": 0.07442786069651741,
"wilsonLowerBound": 0.06945735804096988
2026-09-30 13:36:40 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-30 20:09:52 +00:00
"modelCount": 6594,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 2859,
"successRate": 0.4335759781619654,
"wilsonLowerBound": 0.42165659058319477
2026-09-30 13:36:40 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-30 14:06:46 +00:00
"modelCount": 7399,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 242,
2026-09-30 14:06:46 +00:00
"successRate": 0.03270712258413299,
"wilsonLowerBound": 0.028890483711308153
2026-09-30 13:36:40 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-30 20:09:52 +00:00
"modelCount": 14830,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 4774,
"successRate": 0.3219150370869858,
"wilsonLowerBound": 0.31444232937602007
2026-09-30 13:36:40 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-30 20:09:52 +00:00
"modelCount": 27396,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 13969,
"successRate": 0.5098919550299313,
"wilsonLowerBound": 0.5039713130838478
2026-09-30 13:36:40 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-30 20:09:52 +00:00
"modelCount": 64746,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 6748,
"successRate": 0.10422265468137028,
"wilsonLowerBound": 0.10189249936795465
2026-09-30 13:36:40 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-30 20:09:52 +00:00
"modelCount": 13076,
2026-09-30 13:36:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-30 20:09:52 +00:00
"successCount": 2031,
"successRate": 0.15532272866319977,
"wilsonLowerBound": 0.14921562185584406
2026-09-30 13:36:40 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-30 22:15:09 +00:00
"generatedAt": "2026-09-30T22:14:48.966484+00:00",
2026-09-30 13:36:40 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 1054.9090909090908,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-30 22:05:45 +00:00
"qualityFactor": 1.0827520135310567,
"queueFactor": 0.8749101081980835,
"queueWeight": 0.8749101081980835,
2026-09-30 21:55:27 +00:00
"recentSuccess": 48,
2026-09-30 22:05:45 +00:00
"recentSuccessRate": 0.3116883116883117,
"recentTerminal": 154,
"recentWilsonLowerBound": 0.2438662664082448,
2026-09-30 21:42:38 +00:00
"running": 8,
2026-09-30 22:05:45 +00:00
"selectionWeight": 0.9473106813101495,
2026-09-30 13:36:40 +00:00
"stale": false,
"submissionEligible": true,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 25.666666666666668,
"waiting": 27076
2026-09-30 13:36:40 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 1563.9107142857142,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-30 22:05:45 +00:00
"qualityFactor": 1.4983963554347302,
"queueFactor": 0.8247339947570489,
"queueWeight": 0.8247339947570489,
"recentSuccess": 41,
"recentSuccessRate": 0.36607142857142855,
"recentTerminal": 112,
"recentWilsonLowerBound": 0.28267477235425587,
2026-09-30 21:55:27 +00:00
"running": 8,
2026-09-30 22:05:45 +00:00
"selectionWeight": 1.2357784119470878,
2026-09-30 13:36:40 +00:00
"stale": false,
"submissionEligible": true,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 18.666666666666668,
"waiting": 29193
2026-09-30 13:36:40 +00:00
},
"Biren_166m": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 107.20171673819742,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-30 22:05:45 +00:00
"qualityFactor": 0.1050704395515129,
"queueFactor": 1.232864729893137,
"queueWeight": 1.232864729893137,
2026-09-30 21:32:19 +00:00
"recentSuccess": 28,
2026-09-30 22:05:45 +00:00
"recentSuccessRate": 0.12017167381974249,
"recentTerminal": 233,
"recentWilsonLowerBound": 0.08446468381540681,
"running": 8,
"selectionWeight": 0.12953763907742913,
2026-09-30 13:36:40 +00:00
"stale": false,
"submissionEligible": false,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 38.833333333333336,
"waiting": 4163
2026-09-30 13:36:40 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 184.0398406374502,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-30 16:31:07 +00:00
"qualityFactor": 0.05,
2026-09-30 22:05:45 +00:00
"queueFactor": 1.1368650413371328,
"queueWeight": 1.1368650413371328,
"recentSuccess": 20,
"recentSuccessRate": 0.0398406374501992,
"recentTerminal": 502,
"recentWilsonLowerBound": 0.02593625928694612,
"running": 8,
"selectionWeight": 0.05684325206685664,
2026-09-30 13:36:40 +00:00
"stale": false,
2026-09-30 16:31:07 +00:00
"submissionEligible": false,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 83.66666666666667,
"waiting": 15398
2026-09-30 13:36:40 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 53.30722891566265,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-30 16:43:39 +00:00
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-30 22:05:45 +00:00
"recentSuccess": 31,
"recentSuccessRate": 0.03112449799196787,
"recentTerminal": 996,
"recentWilsonLowerBound": 0.02201225353793469,
2026-09-30 21:32:19 +00:00
"running": 7,
2026-09-30 16:43:39 +00:00
"selectionWeight": 0.065,
2026-09-30 13:36:40 +00:00
"stale": false,
2026-09-30 16:43:39 +00:00
"submissionEligible": false,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 166.0,
"waiting": 8849
2026-09-30 13:36:40 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 31.23696682464455,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-30 22:05:45 +00:00
"recentSuccess": 6,
"recentSuccessRate": 0.014218009478672985,
"recentTerminal": 422,
"recentWilsonLowerBound": 0.006532011620430395,
2026-09-30 21:32:19 +00:00
"running": 25,
2026-09-30 13:36:40 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 70.33333333333333,
"waiting": 2197
2026-09-30 13:36:40 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 106.6551724137931,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-30 22:05:45 +00:00
"qualityFactor": 0.19539602804434494,
"queueFactor": 1.2338103272926795,
"queueWeight": 1.2338103272926795,
"recentSuccess": 43,
"recentSuccessRate": 0.1482758620689655,
"recentTerminal": 290,
"recentWilsonLowerBound": 0.11198134978121198,
2026-09-30 21:55:27 +00:00
"running": 3,
2026-09-30 22:05:45 +00:00
"selectionWeight": 0.24108163731308282,
2026-09-30 13:36:40 +00:00
"stale": false,
"submissionEligible": false,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 48.333333333333336,
"waiting": 5155
2026-09-30 13:36:40 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 194.7835051546392,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-30 16:43:39 +00:00
"qualityFactor": 0.05,
2026-09-30 22:05:45 +00:00
"queueFactor": 1.1272308418542767,
"queueWeight": 1.1272308418542767,
"recentSuccess": 17,
"recentSuccessRate": 0.03505154639175258,
"recentTerminal": 485,
"recentWilsonLowerBound": 0.021997576984443715,
"running": 3,
"selectionWeight": 0.05636154209271384,
2026-09-30 13:36:40 +00:00
"stale": false,
2026-09-30 16:43:39 +00:00
"submissionEligible": false,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 80.83333333333333,
"waiting": 15745
2026-09-30 13:36:40 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 23.002549719530855,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-30 16:56:30 +00:00
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-30 22:05:45 +00:00
"recentSuccess": 30,
"recentSuccessRate": 0.015298317185109638,
"recentTerminal": 1961,
"recentWilsonLowerBound": 0.010736788562325437,
2026-09-30 21:55:27 +00:00
"running": 8,
2026-09-30 16:56:30 +00:00
"selectionWeight": 0.065,
2026-09-30 13:36:40 +00:00
"stale": false,
2026-09-30 16:56:30 +00:00
"submissionEligible": false,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 326.8333333333333,
"waiting": 7518
2026-09-30 13:36:40 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 670.8510638297872,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-30 22:05:45 +00:00
"qualityFactor": 0.42806240515907024,
"queueFactor": 0.9363792310820764,
"queueWeight": 0.9363792310820764,
2026-09-30 21:55:27 +00:00
"recentSuccess": 22,
"recentSuccessRate": 0.23404255319148937,
"recentTerminal": 94,
"recentWilsonLowerBound": 0.1599410529376495,
2026-09-30 21:32:19 +00:00
"running": 4,
2026-09-30 22:05:45 +00:00
"selectionWeight": 0.40082874579799443,
2026-09-30 13:36:40 +00:00
"stale": false,
2026-09-30 21:07:49 +00:00
"submissionEligible": true,
2026-09-30 21:55:27 +00:00
"throughputPerHour": 15.666666666666666,
2026-09-30 22:05:45 +00:00
"waiting": 10510
2026-09-30 13:36:40 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 1941.970588235294,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-30 21:20:41 +00:00
"qualityFactor": 2.5,
2026-09-30 22:05:45 +00:00
"queueFactor": 0.7983793439941089,
"queueWeight": 0.7983793439941089,
2026-09-30 21:55:27 +00:00
"recentSuccess": 32,
2026-09-30 22:05:45 +00:00
"recentSuccessRate": 0.47058823529411764,
"recentTerminal": 68,
"recentWilsonLowerBound": 0.3567291108779441,
2026-09-30 21:32:19 +00:00
"running": 4,
2026-09-30 22:05:45 +00:00
"selectionWeight": 1.9959483599852723,
2026-09-30 13:36:40 +00:00
"stale": false,
"submissionEligible": true,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 11.333333333333334,
2026-09-30 21:55:27 +00:00
"waiting": 22009
2026-09-30 13:36:40 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 2664.315789473684,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-30 22:05:45 +00:00
"qualityFactor": 0.07956804326388041,
"queueFactor": 0.761391167716981,
"queueWeight": 0.761391167716981,
2026-09-30 21:07:49 +00:00
"recentSuccess": 6,
2026-09-30 22:05:45 +00:00
"recentSuccessRate": 0.15789473684210525,
"recentTerminal": 38,
"recentWilsonLowerBound": 0.07443762223722684,
2026-09-30 13:36:40 +00:00
"running": 2,
2026-09-30 22:05:45 +00:00
"selectionWeight": 0.06058240537364117,
2026-09-30 13:36:40 +00:00
"stale": false,
2026-09-30 21:07:49 +00:00
"submissionEligible": false,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 6.333333333333333,
2026-09-30 21:32:19 +00:00
"waiting": 16874
2026-09-30 13:36:40 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 969.978947368421,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-30 22:05:45 +00:00
"qualityFactor": 0.2065175281121648,
"queueFactor": 0.885995147148456,
"queueWeight": 0.885995147148456,
2026-09-30 21:42:38 +00:00
"recentSuccess": 17,
2026-09-30 22:05:45 +00:00
"recentSuccessRate": 0.17894736842105263,
"recentTerminal": 95,
"recentWilsonLowerBound": 0.11483479785573532,
2026-09-30 20:36:02 +00:00
"running": 16,
2026-09-30 22:05:45 +00:00
"selectionWeight": 0.18297352770847286,
2026-09-30 13:36:40 +00:00
"stale": false,
"submissionEligible": false,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 15.833333333333334,
"waiting": 15358
2026-09-30 13:36:40 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-30 22:05:45 +00:00
"backlogHours": 952.1694915254237,
2026-09-30 13:36:40 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-30 22:05:45 +00:00
"qualityFactor": 0.4868682785022297,
"queueFactor": 0.8884613710141992,
"queueWeight": 0.8884613710141992,
"recentSuccess": 28,
"recentSuccessRate": 0.23728813559322035,
"recentTerminal": 118,
"recentWilsonLowerBound": 0.16957859709211365,
2026-09-30 21:55:27 +00:00
"running": 6,
2026-09-30 22:05:45 +00:00
"selectionWeight": 0.43256365822141396,
2026-09-30 13:36:40 +00:00
"stale": false,
"submissionEligible": true,
2026-09-30 22:05:45 +00:00
"throughputPerHour": 19.666666666666668,
"waiting": 18726
2026-09-30 13:36:40 +00:00
}
},
2026-09-30 22:05:45 +00:00
"queueAttemptedAt": "2026-09-30T22:05:36.867024+00:00",
2026-09-30 13:36:40 +00:00
"queueError": null,
2026-09-30 22:05:45 +00:00
"queueUpdatedAt": "2026-09-30T22:05:36.867024+00:00",
2026-09-30 13:36:40 +00:00
"supportedGpus": [
"Vastai_va16",
"Cambricon_mlu-370-x4",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"Ascend_910-b3",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Biren_166m",
"Iluvatar_bi-100",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}