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 16:28:31 +00:00
"communityAttemptedAt": "2026-09-29T16:23:36.567600+00:00",
2026-09-29 13:36:54 +00:00
"communityError": null,
"communitySample": {},
2026-09-29 16:28:31 +00:00
"communityUpdatedAt": "2026-09-29T16:23:36.567600+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 16:28:31 +00:00
"generatedAt": "2026-09-29T16:23:36.567600+00:00",
2026-09-29 13:36:54 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 1206.9333333333334,
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 16:28:31 +00:00
"queueFactor": 0.9562180548728757,
"queueWeight": 0.9562180548728757,
"recentSuccess": 52,
"recentSuccessRate": 0.3851851851851852,
"recentTerminal": 135,
"recentWilsonLowerBound": 0.3073522180558335,
"running": 9,
"selectionWeight": 2.390545137182189,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 22.5,
"waiting": 27156
2026-09-29 13:36:54 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 1188.3287671232877,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 16:28:31 +00:00
"qualityFactor": 1.7908054389706312,
"queueFactor": 0.9584488492044991,
"queueWeight": 0.9584488492044991,
"recentSuccess": 49,
"recentSuccessRate": 0.3356164383561644,
"recentTerminal": 146,
"recentWilsonLowerBound": 0.2641049442736961,
2026-09-29 15:54:25 +00:00
"running": 8,
2026-09-29 16:28:31 +00:00
"selectionWeight": 1.7163954121305594,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 24.333333333333332,
"waiting": 28916
2026-09-29 13:36:54 +00:00
},
"Biren_166m": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 122.1159420289855,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 16:28:31 +00:00
"qualityFactor": 0.19004102080674282,
2026-09-29 13:36:54 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-29 16:28:31 +00:00
"recentSuccess": 28,
"recentSuccessRate": 0.13526570048309178,
"recentTerminal": 207,
"recentWilsonLowerBound": 0.09527037451942912,
"running": 9,
"selectionWeight": 0.24705332704876568,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 34.5,
"waiting": 4213
2026-09-29 13:36:54 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 1240.16,
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 16:28:31 +00:00
"qualityFactor": 0.4145010201225394,
"queueFactor": 0.952330676234543,
"queueWeight": 0.952330676234543,
2026-09-29 15:54:25 +00:00
"recentSuccess": 16,
2026-09-29 16:28:31 +00:00
"recentSuccessRate": 0.21333333333333335,
"recentTerminal": 75,
"recentWilsonLowerBound": 0.13580086342007996,
2026-09-29 13:36:54 +00:00
"running": 7,
2026-09-29 16:28:31 +00:00
"selectionWeight": 0.3947420367932059,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 13:52:03 +00:00
"submissionEligible": false,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 12.5,
"waiting": 15502
2026-09-29 13:36:54 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 455.895652173913,
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 16:28:31 +00:00
"qualityFactor": 0.7165399859899001,
"queueFactor": 1.1065718405145242,
"queueWeight": 1.1065718405145242,
"recentSuccess": 28,
"recentSuccessRate": 0.24347826086956523,
"recentTerminal": 115,
"recentWilsonLowerBound": 0.17416253017380065,
"running": 9,
"selectionWeight": 0.7929029710990951,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 14:14:08 +00:00
"submissionEligible": true,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 19.166666666666668,
"waiting": 8738
2026-09-29 13:36:54 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 24.40959409594096,
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 16:28:31 +00:00
"recentSuccess": 13,
"recentSuccessRate": 0.023985239852398525,
"recentTerminal": 542,
"recentWilsonLowerBound": 0.01406960528760084,
2026-09-29 16:10:58 +00:00
"running": 24,
2026-09-29 13:36:54 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 90.33333333333333,
"waiting": 2205
2026-09-29 13:36:54 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 79.28682170542636,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-29 16:28:31 +00:00
"qualityFactor": 0.12607693729005737,
2026-09-29 13:36:54 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-29 15:54:25 +00:00
"recentSuccess": 41,
2026-09-29 16:28:31 +00:00
"recentSuccessRate": 0.10594315245478036,
"recentTerminal": 387,
"recentWilsonLowerBound": 0.07905922492581068,
"running": 6,
"selectionWeight": 0.16390001847707458,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 64.5,
"waiting": 5114
2026-09-29 13:36:54 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 2369.121951219512,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-29 16:28:31 +00:00
"qualityFactor": 1.1457926315174614,
"queueFactor": 0.864214043565374,
"queueWeight": 0.864214043565374,
2026-09-29 16:10:58 +00:00
"recentSuccess": 14,
2026-09-29 16:28:31 +00:00
"recentSuccessRate": 0.34146341463414637,
"recentTerminal": 41,
"recentWilsonLowerBound": 0.21558617366643462,
2026-09-29 15:13:04 +00:00
"running": 2,
2026-09-29 16:28:31 +00:00
"selectionWeight": 0.9902100831711159,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 6.833333333333333,
"waiting": 16189
2026-09-29 13:36:54 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 414.406015037594,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 16:28:31 +00:00
"qualityFactor": 0.5148384661419954,
"queueFactor": 1.1225237134505774,
"queueWeight": 1.1225237134505774,
2026-09-29 16:10:58 +00:00
"recentSuccess": 28,
2026-09-29 16:28:31 +00:00
"recentSuccessRate": 0.21052631578947367,
"recentTerminal": 133,
"recentWilsonLowerBound": 0.14986350566500917,
2026-09-29 14:25:13 +00:00
"running": 8,
2026-09-29 16:28:31 +00:00
"selectionWeight": 0.577918386840912,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 16:28:31 +00:00
"submissionEligible": false,
"throughputPerHour": 22.166666666666668,
"waiting": 9186
2026-09-29 13:36:54 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 558.8035714285714,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-29 16:28:31 +00:00
"qualityFactor": 0.9140771944397162,
"queueFactor": 1.073298582779873,
"queueWeight": 1.073298582779873,
"recentSuccess": 30,
"recentSuccessRate": 0.26785714285714285,
"recentTerminal": 112,
"recentWilsonLowerBound": 0.19454473061185254,
2026-09-29 15:13:04 +00:00
"running": 4,
2026-09-29 16:28:31 +00:00
"selectionWeight": 0.9810777573435497,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 18.666666666666668,
"waiting": 10431
2026-09-29 13:36:54 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 1573.5,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-29 16:28:31 +00:00
"qualityFactor": 1.4744427212008864,
"queueFactor": 0.9189236306103578,
"queueWeight": 0.9189236306103578,
"recentSuccess": 28,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 84,
"recentWilsonLowerBound": 0.24177064973177226,
"running": 5,
"selectionWeight": 1.354900258492934,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 14.0,
"waiting": 22029
2026-09-29 13:36:54 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 4241.0,
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 16:28:31 +00:00
"qualityFactor": 0.7678051201982105,
"queueFactor": 0.7919343685785637,
"queueWeight": 0.7919343685785637,
"recentSuccess": 8,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 24,
"recentWilsonLowerBound": 0.17971978688379645,
2026-09-29 13:36:54 +00:00
"running": 2,
2026-09-29 16:28:31 +00:00
"selectionWeight": 0.608051263055558,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 16:28:31 +00:00
"submissionEligible": true,
"throughputPerHour": 4.0,
"waiting": 16964
2026-09-29 13:36:54 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 823.3714285714286,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-29 16:28:31 +00:00
"qualityFactor": 0.40713188877259787,
"queueFactor": 1.0126749401338522,
"queueWeight": 1.0126749401338522,
"recentSuccess": 21,
"recentSuccessRate": 0.2,
"recentTerminal": 105,
"recentWilsonLowerBound": 0.13469807905069028,
2026-09-29 16:10:58 +00:00
"running": 16,
2026-09-29 16:28:31 +00:00
"selectionWeight": 0.4122922610893727,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 14:49:05 +00:00
"submissionEligible": false,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 17.5,
"waiting": 14409
2026-09-29 13:36:54 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-29 16:28:31 +00:00
"backlogHours": 967.6173913043477,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-29 16:28:31 +00:00
"qualityFactor": 1.020567415918327,
"queueFactor": 0.9884481252776803,
"queueWeight": 0.9884481252776803,
"recentSuccess": 32,
"recentSuccessRate": 0.2782608695652174,
"recentTerminal": 115,
"recentWilsonLowerBound": 0.20453775426690435,
"running": 7,
"selectionWeight": 1.0087779489839568,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 16:28:31 +00:00
"throughputPerHour": 19.166666666666668,
"waiting": 18546
2026-09-29 13:36:54 +00:00
}
},
2026-09-29 16:28:31 +00:00
"queueAttemptedAt": "2026-09-29T16:23:36.567600+00:00",
2026-09-29 13:36:54 +00:00
"queueError": null,
2026-09-29 16:28:31 +00:00
"queueUpdatedAt": "2026-09-29T16:23:36.567600+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
}