Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-09-29 13:36:54 +00:00
{
2026-09-29 15:51:29 +00:00
"communityAttemptedAt": "2026-09-29T15:51:13.968169+00:00",
2026-09-29 13:36:54 +00:00
"communityError": null,
"communitySample": {},
2026-09-29 15:51:29 +00:00
"communityUpdatedAt": "2026-09-29T15:51:13.968169+00:00",
2026-09-29 14:16:45 +00:00
"frameworkAttemptedAt": "2026-09-29T14:16:43.687953+00:00",
2026-09-29 13:36:54 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 14:16:45 +00:00
"modelCount": 40116,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 19456,
"successRate": 0.4849935187954931,
"wilsonLowerBound": 0.4801044834507619
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 53729,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 14943,
"successRate": 0.2781179623666921,
"wilsonLowerBound": 0.2743451484412363
2026-09-29 13:36:54 +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",
2026-09-29 14:16:45 +00:00
"modelCount": 3153,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 892,
"successRate": 0.28290516967967017,
"wilsonLowerBound": 0.26745488305646276
2026-09-29 13:36:54 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 14:16:45 +00:00
"modelCount": 34666,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 15806,
"successRate": 0.45595107598223045,
"wilsonLowerBound": 0.45071321549842774
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 38554,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 10828,
"successRate": 0.28085282979716764,
"wilsonLowerBound": 0.27638872712384643
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 14:16:45 +00:00
"modelCount": 10721,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 4485,
"successRate": 0.4183378416192519,
"wilsonLowerBound": 0.40903107341728273
2026-09-29 13:36:54 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 64137,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12092,
2026-09-29 14:16:45 +00:00
"successRate": 0.1885339195784025,
"wilsonLowerBound": 0.1855254731849487
2026-09-29 13:36:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 14:16:45 +00:00
"modelCount": 23453,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 4815,
"successRate": 0.20530422547222105,
"wilsonLowerBound": 0.20018309478585897
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 14:16:45 +00:00
"modelCount": 6994,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 79,
"successRate": 0.011295396053760365,
"wilsonLowerBound": 0.00907314563211225
2026-09-29 13:36:54 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 26461,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 3251,
"successRate": 0.1228600581988587,
"wilsonLowerBound": 0.11895929025291135
2026-09-29 13:36:54 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-09-29 14:16:45 +00:00
"modelCount": 16490,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
2026-09-29 14:16:45 +00:00
"successRate": 0.10163735597331716,
"wilsonLowerBound": 0.09711764770880076
2026-09-29 13:36:54 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-29 14:16:45 +00:00
"modelCount": 13098,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 5371,
"successRate": 0.41006260497785924,
"wilsonLowerBound": 0.4016668817796288
2026-09-29 13:36:54 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 24459,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3796,
2026-09-29 14:16:45 +00:00
"successRate": 0.15519849544135084,
"wilsonLowerBound": 0.15071474546935393
2026-09-29 13:36:54 +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",
2026-09-29 14:16:45 +00:00
"modelCount": 47015,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 11692,
"successRate": 0.24868658938636606,
"wilsonLowerBound": 0.24479994758645382
2026-09-29 13:36:54 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-29 14:16:45 +00:00
"modelCount": 23582,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 3100,
"successRate": 0.1314561954032737,
"wilsonLowerBound": 0.12720342754712557
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 86807,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 9767,
"successRate": 0.11251396776757634,
"wilsonLowerBound": 0.11042894652771498
2026-09-29 13:36:54 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-29 14:16:45 +00:00
"modelCount": 43069,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 5266,
"successRate": 0.12226891731872112,
"wilsonLowerBound": 0.11920861711777476
2026-09-29 13:36:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 14:16:45 +00:00
"modelCount": 38504,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 3548,
"successRate": 0.09214627051734885,
"wilsonLowerBound": 0.08929780005893741
2026-09-29 13:36:54 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 14:16:45 +00:00
"modelCount": 90417,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 21996,
"successRate": 0.24327283586051296,
"wilsonLowerBound": 0.24048707086670867
2026-09-29 13:36:54 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-29 14:16:45 +00:00
"modelCount": 5396,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 579,
2026-09-29 14:16:45 +00:00
"successRate": 0.10730170496664196,
"wilsonLowerBound": 0.09932127668000892
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 112752,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16526,
2026-09-29 14:16:45 +00:00
"successRate": 0.146569462182489,
"wilsonLowerBound": 0.14451707544708278
2026-09-29 13:36:54 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-29 14:16:45 +00:00
"modelCount": 20305,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 3714,
"successRate": 0.18291061314947057,
"wilsonLowerBound": 0.17765324202558166
2026-09-29 13:36:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 14:16:45 +00:00
"modelCount": 43279,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 5632,
"successRate": 0.13013239677441715,
"wilsonLowerBound": 0.1269953596027995
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 14:16:45 +00:00
"modelCount": 7366,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 652,
2026-09-29 14:16:45 +00:00
"successRate": 0.08851479771925061,
"wilsonLowerBound": 0.0822407456315834
2026-09-29 13:36:54 +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",
2026-09-29 14:16:45 +00:00
"modelCount": 32482,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 6131,
"successRate": 0.18875069269133674,
"wilsonLowerBound": 0.18453203749524386
2026-09-29 13:36:54 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 61269,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12404,
2026-09-29 14:16:45 +00:00
"successRate": 0.20245148443748062,
"wilsonLowerBound": 0.19928837132737603
2026-09-29 13:36:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 14:16:45 +00:00
"modelCount": 10979,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 3219,
"successRate": 0.2931961016486019,
"wilsonLowerBound": 0.2847542555248915
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 14:16:45 +00:00
"modelCount": 14314,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 3590,
"successRate": 0.25080340924968564,
"wilsonLowerBound": 0.2437695708622839
2026-09-29 13:36:54 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 64408,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 17657,
"successRate": 0.27414296360700535,
"wilsonLowerBound": 0.270711422854147
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 14:16:45 +00:00
"modelCount": 310,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 197,
"successRate": 0.635483870967742,
"wilsonLowerBound": 0.5805506524696656
2026-09-29 13:36:54 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 14:16:45 +00:00
"modelCount": 47387,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 20970,
"successRate": 0.4425264312997236,
"wilsonLowerBound": 0.4380592029808077
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 37881,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 4036,
"successRate": 0.10654417782001531,
"wilsonLowerBound": 0.10347693704225316
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 14:16:45 +00:00
"modelCount": 795,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
2026-09-29 14:16:45 +00:00
"modelCount": 6283,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
2026-09-29 14:16:45 +00:00
"successRate": 0.030558650326277255,
"wilsonLowerBound": 0.02658115788279188
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 10048,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 747,
"successRate": 0.07434315286624203,
"wilsonLowerBound": 0.069374887461707
2026-09-29 13:36:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 14:16:45 +00:00
"modelCount": 6508,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 2817,
"successRate": 0.4328518746158574,
"wilsonLowerBound": 0.4208570888660912
2026-09-29 13:36:54 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7397,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 242,
"successRate": 0.03271596593213465,
"wilsonLowerBound": 0.02889830954648983
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 14:16:45 +00:00
"modelCount": 14527,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 4705,
"successRate": 0.3238796723342741,
"wilsonLowerBound": 0.3163173205065392
2026-09-29 13:36:54 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 14:16:45 +00:00
"modelCount": 27292,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 13909,
"successRate": 0.5096365235233768,
"wilsonLowerBound": 0.503704587293613
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 64499,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 6692,
"successRate": 0.10375354656661344,
"wilsonLowerBound": 0.10142370284494356
2026-09-29 13:36:54 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-29 14:16:45 +00:00
"modelCount": 13009,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 1994,
"successRate": 0.15327849950034592,
"wilsonLowerBound": 0.14719014976133446
2026-09-29 13:36:54 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-29 15:56:51 +00:00
"generatedAt": "2026-09-29T15:56:44.053114+00:00",
2026-09-29 13:36:54 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 1336.2295081967213,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 15:13:04 +00:00
"qualityFactor": 2.5,
2026-09-29 15:54:25 +00:00
"queueFactor": 0.9431841227408992,
"queueWeight": 0.9431841227408992,
"recentSuccess": 47,
"recentSuccessRate": 0.38524590163934425,
"recentTerminal": 122,
"recentWilsonLowerBound": 0.30364856037074855,
"running": 9,
"selectionWeight": 2.357960306852248,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 20.333333333333332,
"waiting": 27170
2026-09-29 13:36:54 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 1204.7916666666667,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 15:54:25 +00:00
"qualityFactor": 1.9997634927140109,
"queueFactor": 0.9579478054771102,
"queueWeight": 0.9579478054771102,
"recentSuccess": 50,
"recentSuccessRate": 0.3472222222222222,
2026-09-29 15:42:43 +00:00
"recentTerminal": 144,
2026-09-29 15:54:25 +00:00
"recentWilsonLowerBound": 0.2743455215337146,
"running": 8,
"selectionWeight": 1.915669049318628,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 15:42:43 +00:00
"throughputPerHour": 24.0,
2026-09-29 15:54:25 +00:00
"waiting": 28915
2026-09-29 13:36:54 +00:00
},
"Biren_166m": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 134.06349206349208,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 15:54:25 +00:00
"qualityFactor": 0.286921592300985,
2026-09-29 13:36:54 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-29 15:42:43 +00:00
"recentSuccess": 30,
2026-09-29 15:54:25 +00:00
"recentSuccessRate": 0.15873015873015872,
"recentTerminal": 189,
"recentWilsonLowerBound": 0.11350582412055976,
2026-09-29 14:49:05 +00:00
"running": 8,
2026-09-29 15:54:25 +00:00
"selectionWeight": 0.37299806999128055,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 31.5,
"waiting": 4223
2026-09-29 13:36:54 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 1208.3376623376623,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-29 15:54:25 +00:00
"qualityFactor": 0.40093005744170346,
"queueFactor": 0.9575255986088729,
"queueWeight": 0.9575255986088729,
"recentSuccess": 16,
"recentSuccessRate": 0.2077922077922078,
"recentTerminal": 77,
"recentWilsonLowerBound": 0.13214965937388248,
2026-09-29 13:36:54 +00:00
"running": 7,
2026-09-29 15:54:25 +00:00
"selectionWeight": 0.38390079325215687,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 13:52:03 +00:00
"submissionEligible": false,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 12.833333333333334,
"waiting": 15507
2026-09-29 13:36:54 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 403.8461538461538,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-29 15:54:25 +00:00
"qualityFactor": 0.7286788793500459,
"queueFactor": 1.1286161159238939,
"queueWeight": 1.1286161159238939,
"recentSuccess": 31,
"recentSuccessRate": 0.23846153846153847,
"recentTerminal": 130,
"recentWilsonLowerBound": 0.17338273546709032,
"running": 7,
"selectionWeight": 0.8223987265678245,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 14:14:08 +00:00
"submissionEligible": true,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 21.666666666666668,
"waiting": 8750
2026-09-29 13:36:54 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 27.75782881002088,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-29 15:29:19 +00:00
"recentSuccess": 12,
2026-09-29 15:54:25 +00:00
"recentSuccessRate": 0.025052192066805846,
"recentTerminal": 479,
"recentWilsonLowerBound": 0.014387756059657345,
"running": 26,
2026-09-29 13:36:54 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 79.83333333333333,
"waiting": 2216
2026-09-29 13:36:54 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 98.26923076923077,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-29 15:54:25 +00:00
"qualityFactor": 0.20939639353426603,
2026-09-29 13:36:54 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-29 15:54:25 +00:00
"recentSuccess": 41,
"recentSuccessRate": 0.13141025641025642,
"recentTerminal": 312,
"recentWilsonLowerBound": 0.09836464740360516,
"running": 7,
"selectionWeight": 0.2722153115945459,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 52.0,
"waiting": 5110
2026-09-29 13:36:54 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 2259.4883720930234,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-29 15:54:25 +00:00
"qualityFactor": 1.2824882875127621,
"queueFactor": 0.8717202274352285,
"queueWeight": 0.8717202274352285,
"recentSuccess": 15,
"recentSuccessRate": 0.3488372093023256,
"recentTerminal": 43,
"recentWilsonLowerBound": 0.22418398748963103,
2026-09-29 15:13:04 +00:00
"running": 2,
2026-09-29 15:54:25 +00:00
"selectionWeight": 1.1179709816736416,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 7.166666666666667,
2026-09-29 15:42:43 +00:00
"waiting": 16193
2026-09-29 13:36:54 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 431.015625,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 15:54:25 +00:00
"qualityFactor": 0.6922942630925698,
"queueFactor": 1.1176470803699468,
"queueWeight": 1.1176470803699468,
"recentSuccess": 30,
"recentSuccessRate": 0.234375,
"recentTerminal": 128,
"recentWilsonLowerBound": 0.16939254101487963,
2026-09-29 14:25:13 +00:00
"running": 8,
2026-09-29 15:54:25 +00:00
"selectionWeight": 0.7737406619022744,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 15:29:19 +00:00
"submissionEligible": true,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 21.333333333333332,
"waiting": 9195
2026-09-29 13:36:54 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 574.5137614678898,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-29 15:54:25 +00:00
"qualityFactor": 1.089680717363123,
"queueFactor": 1.0704923663668469,
"queueWeight": 1.0704923663668469,
"recentSuccess": 31,
"recentSuccessRate": 0.28440366972477066,
"recentTerminal": 109,
"recentWilsonLowerBound": 0.2081822107099771,
2026-09-29 15:13:04 +00:00
"running": 4,
2026-09-29 15:54:25 +00:00
"selectionWeight": 1.166494889714373,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 18.166666666666668,
"waiting": 10437
2026-09-29 13:36:54 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 1612.09756097561,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-29 15:54:25 +00:00
"qualityFactor": 1.7597238299762545,
"queueFactor": 0.9170012801571601,
"queueWeight": 0.9170012801571601,
"recentSuccess": 29,
"recentSuccessRate": 0.35365853658536583,
"recentTerminal": 82,
"recentWilsonLowerBound": 0.25885412674487723,
2026-09-29 15:13:04 +00:00
"running": 4,
2026-09-29 15:54:25 +00:00
"selectionWeight": 1.613669004811286,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 13.666666666666666,
2026-09-29 15:42:43 +00:00
"waiting": 22032
2026-09-29 13:36:54 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 2751.8918918918916,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-29 15:54:25 +00:00
"qualityFactor": 0.28891595650749385,
"queueFactor": 0.8463186956716032,
"queueWeight": 0.8463186956716032,
2026-09-29 14:49:05 +00:00
"recentSuccess": 8,
2026-09-29 15:54:25 +00:00
"recentSuccessRate": 0.21621621621621623,
"recentTerminal": 37,
"recentWilsonLowerBound": 0.11386376851955585,
2026-09-29 13:36:54 +00:00
"running": 2,
2026-09-29 15:54:25 +00:00
"selectionWeight": 0.24451497547013584,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 6.166666666666667,
"waiting": 16970
2026-09-29 13:36:54 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 778.6486486486486,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-29 15:54:25 +00:00
"qualityFactor": 0.32294502478340864,
"queueFactor": 1.0227686557418554,
"queueWeight": 1.0227686557418554,
"recentSuccess": 20,
"recentSuccessRate": 0.18018018018018017,
"recentTerminal": 111,
"recentWilsonLowerBound": 0.11977496148864882,
"running": 17,
"selectionWeight": 0.33029804887624703,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 14:49:05 +00:00
"submissionEligible": false,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 18.5,
"waiting": 14405
2026-09-29 13:36:54 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-29 15:54:25 +00:00
"backlogHours": 1030.8333333333333,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-29 15:54:25 +00:00
"qualityFactor": 1.0203009047931697,
"queueFactor": 0.9806191544095058,
"queueWeight": 0.9806191544095058,
"recentSuccess": 30,
"recentSuccessRate": 0.2777777777777778,
"recentTerminal": 108,
"recentWilsonLowerBound": 0.20204904430713197,
"running": 6,
"selectionWeight": 1.0005266105015318,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 15:54:25 +00:00
"throughputPerHour": 18.0,
"waiting": 18555
2026-09-29 13:36:54 +00:00
}
},
2026-09-29 15:54:25 +00:00
"queueAttemptedAt": "2026-09-29T15:53:49.367624+00:00",
2026-09-29 13:36:54 +00:00
"queueError": null,
2026-09-29 15:54:25 +00:00
"queueUpdatedAt": "2026-09-29T15:53:49.367624+00:00",
2026-09-29 13:36:54 +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
}