Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-10-02 23:39:25 +00:00
{
2026-10-03 04:35:57 +00:00
"communityAttemptedAt": "2026-10-03T04:35:45.871826+00:00",
2026-10-02 23:39:25 +00:00
"communityError": null,
"communitySample": {},
2026-10-03 04:35:57 +00:00
"communityUpdatedAt": "2026-10-03T04:35:45.871826+00:00",
2026-10-03 02:30:33 +00:00
"frameworkAttemptedAt": "2026-10-03T02:30:29.161775+00:00",
2026-10-02 23:39:25 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-10-03 02:30:33 +00:00
"modelCount": 40706,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 19903,
"successRate": 0.48894511865572643,
"wilsonLowerBound": 0.48409025661711674
2026-10-02 23:39:25 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-03 02:30:33 +00:00
"modelCount": 54482,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 15057,
"successRate": 0.276366506369076,
"wilsonLowerBound": 0.27262718610190745
2026-10-02 23:39:25 +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",
2026-10-03 02:30:33 +00:00
"modelCount": 3493,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 1008,
"successRate": 0.28857715430861725,
"wilsonLowerBound": 0.2737895955929173
2026-10-02 23:39:25 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-10-03 02:30:33 +00:00
"modelCount": 35246,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 16232,
"successRate": 0.46053452874085005,
"wilsonLowerBound": 0.45533538966583903
2026-10-02 23:39:25 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-03 02:30:33 +00:00
"modelCount": 39011,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 10894,
"successRate": 0.279254569224065,
"wilsonLowerBound": 0.2748244867842493
2026-10-02 23:39:25 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-03 02:30:33 +00:00
"modelCount": 11259,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 4715,
"successRate": 0.41877609023892,
"wilsonLowerBound": 0.4096921501259994
2026-10-02 23:39:25 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64160,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12094,
"successRate": 0.18849750623441397,
"wilsonLowerBound": 0.18548982231398534
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-03 02:30:33 +00:00
"modelCount": 25323,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 5270,
"successRate": 0.20811120325395885,
"wilsonLowerBound": 0.20315556465171705
2026-10-02 23:39:25 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-03 02:30:33 +00:00
"modelCount": 7232,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 89,
"successRate": 0.01230641592920354,
"wilsonLowerBound": 0.010011857178622989
2026-10-02 23:39:25 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-10-03 02:30:33 +00:00
"modelCount": 26509,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3259,
2026-10-03 02:30:33 +00:00
"successRate": 0.12293937907880342,
"wilsonLowerBound": 0.1190409870533871
2026-10-02 23:39:25 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16495,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10160654743861776,
"wilsonLowerBound": 0.09708813703674142
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-03 02:30:33 +00:00
"modelCount": 13814,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 5612,
"successRate": 0.4062545243955408,
"wilsonLowerBound": 0.3980914636310763
2026-10-02 23:39:25 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-10-03 02:30:33 +00:00
"modelCount": 24532,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3797,
2026-10-03 02:30:33 +00:00
"successRate": 0.15477743355617152,
"wilsonLowerBound": 0.15030536683019086
2026-10-02 23:39:25 +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",
2026-10-03 02:30:33 +00:00
"modelCount": 48380,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 12048,
"successRate": 0.24902852418354693,
"wilsonLowerBound": 0.2451950164977641
2026-10-02 23:39:25 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-10-03 02:30:33 +00:00
"modelCount": 23643,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 3106,
"successRate": 0.13137080742714546,
"wilsonLowerBound": 0.12712465300494888
2026-10-02 23:39:25 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-03 02:30:33 +00:00
"modelCount": 86841,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9768,
2026-10-03 02:30:33 +00:00
"successRate": 0.1124814315818565,
"wilsonLowerBound": 0.11039708199771825
2026-10-02 23:39:25 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-03 02:30:33 +00:00
"modelCount": 43872,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 5341,
"successRate": 0.12174051787016776,
"wilsonLowerBound": 0.11871380343191204
2026-10-02 23:39:25 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-03 02:30:33 +00:00
"modelCount": 41061,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 3575,
"successRate": 0.08706558534862766,
"wilsonLowerBound": 0.08437707402457534
2026-10-02 23:39:25 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-10-03 02:30:33 +00:00
"modelCount": 90986,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 22326,
"successRate": 0.245378409865254,
"wilsonLowerBound": 0.24259310563227798
2026-10-02 23:39:25 +00:00
},
"transformers": {
"framework": "transformers",
2026-10-03 02:30:33 +00:00
"modelCount": 5437,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 580,
2026-10-03 02:30:33 +00:00
"successRate": 0.1066764759977929,
"wilsonLowerBound": 0.09874669621254983
2026-10-02 23:39:25 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-03 02:30:33 +00:00
"modelCount": 112778,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16528,
2026-10-03 02:30:33 +00:00
"successRate": 0.14655340580609694,
"wilsonLowerBound": 0.1445013484674234
2026-10-02 23:39:25 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-10-03 02:30:33 +00:00
"modelCount": 21083,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 3779,
"successRate": 0.1792439406156619,
"wilsonLowerBound": 0.17412502912632466
2026-10-02 23:39:25 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-03 02:30:33 +00:00
"modelCount": 43347,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 5642,
"successRate": 0.13015894986965648,
"wilsonLowerBound": 0.12702407148558806
2026-10-02 23:39:25 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-03 02:30:33 +00:00
"modelCount": 7560,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 682,
"successRate": 0.09021164021164021,
"wilsonLowerBound": 0.08396007474904715
2026-10-02 23:39:25 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 202,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.1782178217821782,
"wilsonLowerBound": 0.13159848249936945
},
"vllm": {
"framework": "vllm",
2026-10-03 02:30:33 +00:00
"modelCount": 33026,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 6314,
"successRate": 0.19118270453582026,
"wilsonLowerBound": 0.1869776256049441
2026-10-02 23:39:25 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-10-03 02:30:33 +00:00
"modelCount": 61371,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12408,
2026-10-03 02:30:33 +00:00
"successRate": 0.20218018282250574,
"wilsonLowerBound": 0.19902129119195064
2026-10-02 23:39:25 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-03 02:30:33 +00:00
"modelCount": 12137,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 3572,
"successRate": 0.29430666556809754,
"wilsonLowerBound": 0.2862648712664632
2026-10-02 23:39:25 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-03 02:30:33 +00:00
"modelCount": 14683,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 3653,
"successRate": 0.24879111898113465,
"wilsonLowerBound": 0.24186470763477938
2026-10-02 23:39:25 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-10-03 02:30:33 +00:00
"modelCount": 65376,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 17940,
"successRate": 0.27441262848751835,
"wilsonLowerBound": 0.2710054252513481
2026-10-02 23:39:25 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-03 02:30:33 +00:00
"modelCount": 479,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 303,
"successRate": 0.6325678496868476,
"wilsonLowerBound": 0.5884974620198467
2026-10-02 23:39:25 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-10-03 02:30:33 +00:00
"modelCount": 47658,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 21160,
"successRate": 0.4439968106089219,
"wilsonLowerBound": 0.43954066115103146
2026-10-02 23:39:25 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-03 02:30:33 +00:00
"modelCount": 38437,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 4262,
"successRate": 0.11088274319015531,
"wilsonLowerBound": 0.1077825348078581
2026-10-02 23:39:25 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-03 02:30:33 +00:00
"modelCount": 846,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6284,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030553787396562698,
"wilsonLowerBound": 0.026576919854083197
},
"vllm": {
"framework": "vllm",
"modelCount": 10057,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 750,
"successRate": 0.0745749229392463,
"wilsonLowerBound": 0.06960138633482998
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-03 02:30:33 +00:00
"modelCount": 6734,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 2926,
"successRate": 0.43451143451143454,
"wilsonLowerBound": 0.4227126259453861
2026-10-02 23:39:25 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7402,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 243,
"successRate": 0.03282896514455553,
"wilsonLowerBound": 0.029005723754547803
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-03 02:30:33 +00:00
"modelCount": 15274,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 4859,
"successRate": 0.3181222993321985,
"wilsonLowerBound": 0.3107824677994688
2026-10-02 23:39:25 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-10-03 02:30:33 +00:00
"modelCount": 27528,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 14053,
"successRate": 0.5104984016274339,
"wilsonLowerBound": 0.5045920346215523
2026-10-02 23:39:25 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-03 02:30:33 +00:00
"modelCount": 65205,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 6872,
"successRate": 0.10539069089793728,
"wilsonLowerBound": 0.10305703479495736
2026-10-02 23:39:25 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-03 02:30:33 +00:00
"modelCount": 13164,
2026-10-02 23:39:25 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-03 02:30:33 +00:00
"successCount": 2071,
"successRate": 0.15732300212701306,
"wilsonLowerBound": 0.1512031014160803
2026-10-02 23:39:25 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-03 04:35:57 +00:00
"generatedAt": "2026-10-03T04:35:45.871826+00:00",
2026-10-02 23:39:25 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 1408.2260869565216,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-03 04:10:23 +00:00
"qualityFactor": 2.5,
2026-10-03 04:35:57 +00:00
"queueFactor": 0.9912958975237605,
"queueWeight": 0.9912958975237605,
"recentSuccess": 49,
"recentSuccessRate": 0.4260869565217391,
"recentTerminal": 115,
"recentWilsonLowerBound": 0.33953548042937687,
2026-10-03 04:10:23 +00:00
"running": 8,
2026-10-03 04:35:57 +00:00
"selectionWeight": 2.478239743809401,
2026-10-02 23:39:25 +00:00
"stale": false,
"submissionEligible": true,
2026-10-03 04:35:57 +00:00
"throughputPerHour": 19.166666666666668,
2026-10-03 04:24:54 +00:00
"waiting": 26991
2026-10-02 23:39:25 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 1495.7948717948718,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-03 04:35:57 +00:00
"qualityFactor": 1.9244534148311017,
"queueFactor": 0.9823660851868634,
"queueWeight": 0.9823660851868634,
"recentSuccess": 45,
"recentSuccessRate": 0.38461538461538464,
"recentTerminal": 117,
"recentWilsonLowerBound": 0.3014629737400968,
"running": 9,
"selectionWeight": 1.8905177672521203,
2026-10-02 23:39:25 +00:00
"stale": false,
"submissionEligible": true,
2026-10-03 04:35:57 +00:00
"throughputPerHour": 19.5,
"waiting": 29168
2026-10-02 23:39:25 +00:00
},
"Biren_166m": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 162.1294964028777,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-03 04:35:57 +00:00
"qualityFactor": 1.1494322676331592,
2026-10-02 23:39:25 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-03 04:35:57 +00:00
"recentSuccess": 43,
"recentSuccessRate": 0.30935251798561153,
"recentTerminal": 139,
"recentWilsonLowerBound": 0.23850406692648046,
"running": 11,
"selectionWeight": 1.494261947923107,
2026-10-02 23:39:25 +00:00
"stale": false,
"submissionEligible": true,
2026-10-03 04:35:57 +00:00
"throughputPerHour": 23.166666666666668,
"waiting": 3756
2026-10-02 23:39:25 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 1371.6000000000001,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-03 04:35:57 +00:00
"qualityFactor": 0.723287579862915,
"queueFactor": 0.9952221773023487,
"queueWeight": 0.9952221773023487,
"recentSuccess": 20,
"recentSuccessRate": 0.2857142857142857,
"recentTerminal": 70,
"recentWilsonLowerBound": 0.19322076591803128,
2026-10-03 01:16:55 +00:00
"running": 7,
2026-10-03 04:35:57 +00:00
"selectionWeight": 0.7198318400469168,
2026-10-02 23:39:25 +00:00
"stale": false,
"submissionEligible": true,
2026-10-03 04:35:57 +00:00
"throughputPerHour": 11.666666666666666,
"waiting": 16002
2026-10-02 23:39:25 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 495.3396226415094,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-03 04:35:57 +00:00
"qualityFactor": 0.2803556671294368,
"queueFactor": 1.1594945356933566,
"queueWeight": 1.1594945356933566,
"recentSuccess": 20,
"recentSuccessRate": 0.18867924528301888,
"recentTerminal": 106,
"recentWilsonLowerBound": 0.12559204496833837,
2026-10-03 02:09:30 +00:00
"running": 7,
2026-10-03 04:35:57 +00:00
"selectionWeight": 0.32507086408724756,
2026-10-02 23:39:25 +00:00
"stale": false,
2026-10-03 00:20:34 +00:00
"submissionEligible": false,
2026-10-03 04:35:57 +00:00
"throughputPerHour": 17.666666666666668,
"waiting": 8751
2026-10-02 23:39:25 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 42.204334365325074,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-03 04:24:54 +00:00
"recentSuccess": 9,
2026-10-03 04:35:57 +00:00
"recentSuccessRate": 0.02786377708978328,
"recentTerminal": 323,
"recentWilsonLowerBound": 0.014726970288679935,
"running": 26,
2026-10-02 23:39:25 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-10-03 04:35:57 +00:00
"throughputPerHour": 53.833333333333336,
"waiting": 2272
2026-10-02 23:39:25 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 181.47486033519553,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-03 04:35:57 +00:00
"qualityFactor": 0.12553759179763216,
2026-10-02 23:39:25 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-03 04:35:57 +00:00
"recentSuccess": 23,
"recentSuccessRate": 0.12849162011173185,
"recentTerminal": 179,
"recentWilsonLowerBound": 0.08716759536133528,
"running": 10,
"selectionWeight": 0.16319886933692182,
2026-10-02 23:39:25 +00:00
"stale": false,
"submissionEligible": false,
2026-10-03 04:35:57 +00:00
"throughputPerHour": 29.833333333333332,
"waiting": 5414
2026-10-02 23:39:25 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-03 04:24:54 +00:00
"backlogHours": 2091.866666666667,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-03 04:35:57 +00:00
"qualityFactor": 0.7403983533996893,
"queueFactor": 0.9341660216901602,
"queueWeight": 0.9341660216901602,
2026-10-03 04:10:23 +00:00
"recentSuccess": 14,
"recentSuccessRate": 0.3111111111111111,
2026-10-03 03:53:46 +00:00
"recentTerminal": 45,
2026-10-03 04:10:23 +00:00
"recentWilsonLowerBound": 0.19528525463541907,
2026-10-03 04:35:57 +00:00
"running": 3,
"selectionWeight": 0.691654984261333,
2026-10-02 23:39:25 +00:00
"stale": false,
2026-10-03 00:59:43 +00:00
"submissionEligible": true,
2026-10-03 03:53:46 +00:00
"throughputPerHour": 7.5,
2026-10-03 04:24:54 +00:00
"waiting": 15689
2026-10-02 23:39:25 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 391.40425531914894,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-03 04:35:57 +00:00
"qualityFactor": 0.4738728526314625,
"queueFactor": 1.201186203024121,
"queueWeight": 1.201186203024121,
"recentSuccess": 31,
"recentSuccessRate": 0.2198581560283688,
2026-10-03 04:24:54 +00:00
"recentTerminal": 141,
2026-10-03 04:35:57 +00:00
"recentWilsonLowerBound": 0.15943251615033457,
2026-10-03 04:10:23 +00:00
"running": 8,
2026-10-03 04:35:57 +00:00
"selectionWeight": 0.5692095325685953,
2026-10-02 23:39:25 +00:00
"stale": false,
2026-10-03 02:30:33 +00:00
"submissionEligible": true,
2026-10-03 04:24:54 +00:00
"throughputPerHour": 23.5,
2026-10-03 04:35:57 +00:00
"waiting": 9198
2026-10-02 23:39:25 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 722.7586206896551,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-03 04:35:57 +00:00
"qualityFactor": 1.0919414376905507,
"queueFactor": 1.0956079490840476,
"queueWeight": 1.0956079490840476,
"recentSuccess": 28,
"recentSuccessRate": 0.3218390804597701,
2026-10-03 04:24:54 +00:00
"recentTerminal": 87,
2026-10-03 04:35:57 +00:00
"recentWilsonLowerBound": 0.23300577279734025,
"running": 5,
"selectionWeight": 1.1963397190680307,
2026-10-02 23:39:25 +00:00
"stale": false,
2026-10-03 00:20:34 +00:00
"submissionEligible": true,
2026-10-03 04:24:54 +00:00
"throughputPerHour": 14.5,
2026-10-03 04:35:57 +00:00
"waiting": 10480
2026-10-02 23:39:25 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 2249.4915254237285,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-03 04:35:57 +00:00
"qualityFactor": 2.459289626518321,
"queueFactor": 0.9240415765983842,
"queueWeight": 0.9240415765983842,
"recentSuccess": 27,
"recentSuccessRate": 0.4576271186440678,
"recentTerminal": 59,
"recentWilsonLowerBound": 0.33701102140242434,
2026-10-03 04:10:23 +00:00
"running": 4,
2026-10-03 04:35:57 +00:00
"selectionWeight": 2.2724858638000405,
2026-10-02 23:39:25 +00:00
"stale": false,
"submissionEligible": true,
2026-10-03 04:35:57 +00:00
"throughputPerHour": 9.833333333333334,
"waiting": 22120
2026-10-02 23:39:25 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-03 04:10:23 +00:00
"backlogHours": 4097.759999999999,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-03 04:35:57 +00:00
"qualityFactor": 1.4691886938300476,
"queueFactor": 0.8445438210210842,
"queueWeight": 0.8445438210210842,
"recentSuccess": 11,
"recentSuccessRate": 0.44,
2026-10-03 04:10:23 +00:00
"recentTerminal": 25,
2026-10-03 04:35:57 +00:00
"recentWilsonLowerBound": 0.2666537494700257,
2026-10-03 02:59:42 +00:00
"running": 2,
2026-10-03 04:35:57 +00:00
"selectionWeight": 1.240794233288204,
2026-10-02 23:39:25 +00:00
"stale": false,
2026-10-03 03:20:28 +00:00
"submissionEligible": true,
2026-10-03 04:10:23 +00:00
"throughputPerHour": 4.166666666666667,
2026-10-03 03:53:46 +00:00
"waiting": 17074
2026-10-02 23:39:25 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 1285.3972602739727,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-03 04:35:57 +00:00
"qualityFactor": 0.2956870368828041,
"queueFactor": 1.0049595027040246,
"queueWeight": 1.0049595027040246,
"recentSuccess": 15,
"recentSuccessRate": 0.2054794520547945,
"recentTerminal": 73,
"recentWilsonLowerBound": 0.1286685959377339,
"running": 17,
"selectionWeight": 0.2971534975417694,
2026-10-02 23:39:25 +00:00
"stale": false,
"submissionEligible": false,
2026-10-03 04:35:57 +00:00
"throughputPerHour": 12.166666666666666,
"waiting": 15639
2026-10-02 23:39:25 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-03 04:35:57 +00:00
"backlogHours": 1798.8358208955224,
2026-10-02 23:39:25 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-03 04:35:57 +00:00
"qualityFactor": 0.4308380381548107,
"queueFactor": 0.9555544460755924,
"queueWeight": 0.9555544460755924,
2026-10-03 04:24:54 +00:00
"recentSuccess": 16,
2026-10-03 04:35:57 +00:00
"recentSuccessRate": 0.23880597014925373,
"recentTerminal": 67,
"recentWilsonLowerBound": 0.15268010510617858,
2026-10-03 02:19:06 +00:00
"running": 6,
2026-10-03 04:35:57 +00:00
"selectionWeight": 0.4116892028973151,
2026-10-02 23:39:25 +00:00
"stale": false,
2026-10-03 04:24:54 +00:00
"submissionEligible": true,
2026-10-03 04:35:57 +00:00
"throughputPerHour": 11.166666666666666,
"waiting": 20087
2026-10-02 23:39:25 +00:00
}
},
2026-10-03 04:35:57 +00:00
"queueAttemptedAt": "2026-10-03T04:35:45.871826+00:00",
2026-10-02 23:39:25 +00:00
"queueError": null,
2026-10-03 04:35:57 +00:00
"queueUpdatedAt": "2026-10-03T04:35:45.871826+00:00",
2026-10-02 23:39:25 +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
}