Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-18 10:37:08 +00:00
{
2026-09-18 14:39:50 +00:00
"communityAttemptedAt": "2026-09-18T14:38:12.878981+00:00",
2026-09-18 10:37:08 +00:00
"communityError": null,
"communitySample": {},
2026-09-18 14:39:50 +00:00
"communityUpdatedAt": "2026-09-18T14:38:12.878981+00:00",
2026-09-18 14:19:58 +00:00
"frameworkAttemptedAt": "2026-09-18T14:18:27.252477+00:00",
2026-09-18 10:37:08 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-18 14:19:58 +00:00
"modelCount": 39529,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 19094,
"successRate": 0.48303776973867285,
"wilsonLowerBound": 0.47811338827440303
2026-09-18 10:37:08 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-18 14:19:58 +00:00
"modelCount": 52702,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 14765,
"successRate": 0.2801601457250199,
"wilsonLowerBound": 0.27634217372203307
2026-09-18 10:37:08 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-18 14:19:58 +00:00
"modelCount": 2641,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 748,
"successRate": 0.28322605073835666,
"wilsonLowerBound": 0.26636630012764123
2026-09-18 10:37:08 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-18 14:19:58 +00:00
"modelCount": 32816,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 14471,
"successRate": 0.44097391516333495,
"wilsonLowerBound": 0.4356091375064536
2026-09-18 10:37:08 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-18 14:19:58 +00:00
"modelCount": 37388,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 10638,
"successRate": 0.28452979565636033,
"wilsonLowerBound": 0.27997860449353024
2026-09-18 10:37:08 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-18 14:19:58 +00:00
"modelCount": 8637,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 3725,
"successRate": 0.4312840106518467,
"wilsonLowerBound": 0.420871944896927
2026-09-18 10:37:08 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-18 14:19:58 +00:00
"modelCount": 63921,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 12081,
"successRate": 0.1889989205425447,
"wilsonLowerBound": 0.1859825323533253
2026-09-18 10:37:08 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-18 14:19:58 +00:00
"modelCount": 17285,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 3467,
"successRate": 0.20057853630315303,
"wilsonLowerBound": 0.19467567427810242
2026-09-18 10:37:08 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-18 14:19:58 +00:00
"modelCount": 5969,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 59,
2026-09-18 14:19:58 +00:00
"successRate": 0.009884402747528899,
"wilsonLowerBound": 0.007671005928228646
2026-09-18 10:37:08 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-18 14:19:58 +00:00
"modelCount": 26138,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 3220,
"successRate": 0.12319228709159079,
"wilsonLowerBound": 0.11926315950708168
2026-09-18 10:37:08 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16466,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1674,
"successRate": 0.10166403498117332,
"wilsonLowerBound": 0.09714055799797292
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-18 14:19:58 +00:00
"modelCount": 11047,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 4667,
"successRate": 0.42246763827283423,
"wilsonLowerBound": 0.4132848981048302
2026-09-18 10:37:08 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-18 14:19:58 +00:00
"modelCount": 24143,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 3783,
"successRate": 0.1566913805243756,
"wilsonLowerBound": 0.15216064810464947
2026-09-18 10:37:08 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8066,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.0674435903793702,
"wilsonLowerBound": 0.0621738174048722
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-18 14:19:58 +00:00
"modelCount": 42630,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 10697,
"successRate": 0.25092657752756276,
"wilsonLowerBound": 0.24683353765456023
2026-09-18 10:37:08 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-18 14:19:58 +00:00
"modelCount": 23247,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 3057,
"successRate": 0.131500838817912,
"wilsonLowerBound": 0.12721733832623708
2026-09-18 10:37:08 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-18 14:19:58 +00:00
"modelCount": 86616,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
2026-09-18 14:19:58 +00:00
"successRate": 0.11272744065761522,
"wilsonLowerBound": 0.11063838927865285
2026-09-18 10:37:08 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-18 14:19:58 +00:00
"modelCount": 40331,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 4952,
"successRate": 0.12278396270858645,
"wilsonLowerBound": 0.1196168132367325
2026-09-18 10:37:08 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-18 14:19:58 +00:00
"modelCount": 31415,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 3397,
"successRate": 0.108133057456629,
"wilsonLowerBound": 0.10474671629768861
2026-09-18 10:37:08 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-18 14:19:58 +00:00
"modelCount": 88488,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 20986,
"successRate": 0.2371621010758521,
"wilsonLowerBound": 0.23437100357405638
2026-09-18 10:37:08 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-18 14:19:58 +00:00
"modelCount": 5166,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 565,
2026-09-18 14:19:58 +00:00
"successRate": 0.10936895083236546,
"wilsonLowerBound": 0.10114654619919458
2026-09-18 10:37:08 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-18 14:19:58 +00:00
"modelCount": 112527,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 16508,
"successRate": 0.1467025691611791,
"wilsonLowerBound": 0.14464736221213742
2026-09-18 10:37:08 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-18 14:19:58 +00:00
"modelCount": 17159,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 3420,
"successRate": 0.19931231423742643,
"wilsonLowerBound": 0.19340255741250245
2026-09-18 10:37:08 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-18 14:19:58 +00:00
"modelCount": 42810,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5571,
2026-09-18 14:19:58 +00:00
"successRate": 0.1301331464611072,
"wilsonLowerBound": 0.1269791444560732
2026-09-18 10:37:08 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-18 14:19:58 +00:00
"modelCount": 6658,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 544,
"successRate": 0.08170621808350856,
"wilsonLowerBound": 0.0753652600313584
2026-09-18 10:37:08 +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",
2026-09-18 14:19:58 +00:00
"modelCount": 31051,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 5547,
"successRate": 0.17864158964284563,
"wilsonLowerBound": 0.17442077038842493
2026-09-18 10:37:08 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-18 14:19:58 +00:00
"modelCount": 60864,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12390,
2026-09-18 14:19:58 +00:00
"successRate": 0.20356861198738171,
"wilsonLowerBound": 0.20038843212118082
2026-09-18 10:37:08 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-18 14:19:58 +00:00
"modelCount": 7708,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 2240,
"successRate": 0.29060716139076287,
"wilsonLowerBound": 0.280577103036327
2026-09-18 10:37:08 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-18 14:19:58 +00:00
"modelCount": 12777,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 3303,
"successRate": 0.258511387649683,
"wilsonLowerBound": 0.2509931602206897
2026-09-18 10:37:08 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-18 14:19:58 +00:00
"modelCount": 60714,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 16633,
"successRate": 0.273956583325098,
"wilsonLowerBound": 0.27042337521844384
2026-09-18 10:37:08 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-18 14:19:58 +00:00
"modelCount": 46526,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 20348,
"successRate": 0.4373468598203155,
"wilsonLowerBound": 0.43284465490973684
2026-09-18 10:37:08 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-18 14:19:58 +00:00
"modelCount": 36417,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 3408,
"successRate": 0.09358266743553835,
"wilsonLowerBound": 0.0906340460064231
2026-09-18 10:37:08 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-18 14:19:58 +00:00
"modelCount": 487,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6278,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030582988212806625,
"wilsonLowerBound": 0.026602368317046696
},
"vllm": {
"framework": "vllm",
"modelCount": 10024,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 738,
"successRate": 0.07362330407023145,
"wilsonLowerBound": 0.06867247302280925
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-18 14:19:58 +00:00
"modelCount": 5904,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 2499,
"successRate": 0.42327235772357724,
"wilsonLowerBound": 0.41072312498002184
2026-09-18 10:37:08 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7374,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.031868727963113644,
"wilsonLowerBound": 0.028096954502666412
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-18 14:19:58 +00:00
"modelCount": 11513,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 3812,
"successRate": 0.3311039694258664,
"wilsonLowerBound": 0.3225650234877654
2026-09-18 10:37:08 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-18 14:19:58 +00:00
"modelCount": 26414,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 13390,
"successRate": 0.5069281441659725,
"wilsonLowerBound": 0.5008982694599604
2026-09-18 10:37:08 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-18 14:19:58 +00:00
"modelCount": 62215,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 6231,
"successRate": 0.10015269629510568,
"wilsonLowerBound": 0.09781834789023572
2026-09-18 10:37:08 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-18 14:19:58 +00:00
"modelCount": 12439,
2026-09-18 10:37:08 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-18 14:19:58 +00:00
"successCount": 1781,
"successRate": 0.1431787121151218,
"wilsonLowerBound": 0.13713356316851727
2026-09-18 10:37:08 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-18 14:51:04 +00:00
"generatedAt": "2026-09-18T14:49:29.463882+00:00",
2026-09-18 10:37:08 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 1062.5413533834585,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-18 14:51:04 +00:00
"qualityFactor": 1.4181604051955732,
"queueFactor": 0.9824386500038839,
"queueWeight": 0.9824386500038839,
"recentSuccess": 49,
"recentSuccessRate": 0.3684210526315789,
"recentTerminal": 133,
"recentWilsonLowerBound": 0.2912079039326208,
2026-09-18 12:22:08 +00:00
"running": 8,
2026-09-18 14:51:04 +00:00
"selectionWeight": 1.3932555939692999,
2026-09-18 10:37:08 +00:00
"stale": false,
"submissionEligible": true,
2026-09-18 14:51:04 +00:00
"throughputPerHour": 22.166666666666668,
"waiting": 23553
2026-09-18 10:37:08 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 1446.6153846153845,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-18 14:51:04 +00:00
"qualityFactor": 1.620429020159062,
"queueFactor": 0.9380032734080965,
"queueWeight": 0.9380032734080965,
"recentSuccess": 46,
"recentSuccessRate": 0.39316239316239315,
"recentTerminal": 117,
"recentWilsonLowerBound": 0.30940224231008556,
2026-09-18 12:22:08 +00:00
"running": 8,
2026-09-18 14:51:04 +00:00
"selectionWeight": 1.5199677252346746,
2026-09-18 10:37:08 +00:00
"stale": false,
"submissionEligible": true,
2026-09-18 14:51:04 +00:00
"throughputPerHour": 19.5,
"waiting": 28209
2026-09-18 10:37:08 +00:00
},
"Biren_166m": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 217.84615384615387,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
2026-09-18 14:51:04 +00:00
"maxConcurrentTasks": 8,
"qualityFactor": 0.25344851589850415,
"queueFactor": 1.246048169086062,
"queueWeight": 1.246048169086062,
2026-09-18 14:39:50 +00:00
"recentSuccess": 27,
"recentSuccessRate": 0.1888111888111888,
"recentTerminal": 143,
"recentWilsonLowerBound": 0.13313059841931657,
2026-09-18 14:51:04 +00:00
"running": 8,
"selectionWeight": 0.3158090591929108,
2026-09-18 10:37:08 +00:00
"stale": false,
"submissionEligible": true,
2026-09-18 14:39:50 +00:00
"throughputPerHour": 23.833333333333332,
2026-09-18 14:51:04 +00:00
"waiting": 5192
2026-09-18 10:37:08 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-18 14:39:50 +00:00
"backlogHours": 1344.7941176470588,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-18 14:51:04 +00:00
"qualityFactor": 0.39216288556727097,
"queueFactor": 0.9483288127316246,
"queueWeight": 0.9483288127316246,
2026-09-18 14:29:07 +00:00
"recentSuccess": 17,
2026-09-18 14:39:50 +00:00
"recentSuccessRate": 0.25,
"recentTerminal": 68,
"recentWilsonLowerBound": 0.16234881695499528,
2026-09-18 11:58:21 +00:00
"running": 7,
2026-09-18 14:51:04 +00:00
"selectionWeight": 0.37189936366741805,
2026-09-18 10:37:08 +00:00
"stale": false,
"submissionEligible": true,
2026-09-18 14:39:50 +00:00
"throughputPerHour": 11.333333333333334,
"waiting": 15241
2026-09-18 10:37:08 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 604.5806451612904,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-18 14:51:04 +00:00
"qualityFactor": 0.3427101113787486,
"queueFactor": 1.0691513284893135,
"queueWeight": 1.0691513284893135,
"recentSuccess": 21,
"recentSuccessRate": 0.22580645161290322,
"recentTerminal": 93,
"recentWilsonLowerBound": 0.15270042020646624,
2026-09-18 12:22:08 +00:00
"running": 7,
2026-09-18 14:51:04 +00:00
"selectionWeight": 0.36640897086730967,
2026-09-18 10:37:08 +00:00
"stale": false,
"submissionEligible": true,
2026-09-18 14:51:04 +00:00
"throughputPerHour": 15.5,
"waiting": 9371
2026-09-18 10:37:08 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 41.72944297082228,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-18 14:39:50 +00:00
"recentSuccess": 8,
2026-09-18 14:51:04 +00:00
"recentSuccessRate": 0.021220159151193633,
"recentTerminal": 377,
"recentWilsonLowerBound": 0.010790821643101463,
2026-09-18 14:29:07 +00:00
"running": 24,
2026-09-18 10:37:08 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-18 14:51:04 +00:00
"throughputPerHour": 62.833333333333336,
"waiting": 2622
2026-09-18 10:37:08 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 123.34426229508198,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-18 13:09:29 +00:00
"qualityFactor": 0.05,
2026-09-18 10:37:08 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-18 14:17:19 +00:00
"recentSuccess": 22,
2026-09-18 14:51:04 +00:00
"recentSuccessRate": 0.09016393442622951,
"recentTerminal": 244,
"recentWilsonLowerBound": 0.060296236846364724,
"running": 8,
2026-09-18 13:09:29 +00:00
"selectionWeight": 0.065,
2026-09-18 10:37:08 +00:00
"stale": false,
"submissionEligible": true,
2026-09-18 14:51:04 +00:00
"throughputPerHour": 40.666666666666664,
"waiting": 5016
2026-09-18 10:37:08 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 3311.7931034482763,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-18 14:51:04 +00:00
"qualityFactor": 0.6164503778116134,
"queueFactor": 0.8284147754251893,
"queueWeight": 0.8284147754251893,
"recentSuccess": 10,
"recentSuccessRate": 0.3448275862068966,
"recentTerminal": 29,
"recentWilsonLowerBound": 0.19940508749190483,
2026-09-18 11:00:10 +00:00
"running": 2,
2026-09-18 14:51:04 +00:00
"selectionWeight": 0.5106766012955808,
2026-09-18 10:37:08 +00:00
"stale": false,
"submissionEligible": true,
2026-09-18 14:51:04 +00:00
"throughputPerHour": 4.833333333333333,
"waiting": 16007
2026-09-18 10:37:08 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 486.62686567164184,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-18 14:51:04 +00:00
"qualityFactor": 0.38799956076731335,
"queueFactor": 1.1045309853562364,
"queueWeight": 1.1045309853562364,
"recentSuccess": 30,
"recentSuccessRate": 0.22388059701492538,
"recentTerminal": 134,
"recentWilsonLowerBound": 0.16156310605767124,
2026-09-18 14:39:50 +00:00
"running": 8,
2026-09-18 14:51:04 +00:00
"selectionWeight": 0.42855753717210754,
2026-09-18 10:37:08 +00:00
"stale": false,
"submissionEligible": true,
2026-09-18 14:51:04 +00:00
"throughputPerHour": 22.333333333333332,
"waiting": 10868
2026-09-18 10:37:08 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 736.8387096774194,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-18 14:51:04 +00:00
"qualityFactor": 0.6753685799311777,
"queueFactor": 1.0378902946845059,
"queueWeight": 1.0378902946845059,
2026-09-18 14:39:50 +00:00
"recentSuccess": 27,
2026-09-18 14:51:04 +00:00
"recentSuccessRate": 0.2903225806451613,
"recentTerminal": 93,
"recentWilsonLowerBound": 0.20785269347957885,
2026-09-18 12:22:08 +00:00
"running": 4,
2026-09-18 14:51:04 +00:00
"selectionWeight": 0.7009584944454263,
2026-09-18 10:37:08 +00:00
"stale": false,
"submissionEligible": true,
2026-09-18 14:51:04 +00:00
"throughputPerHour": 15.5,
"waiting": 11421
2026-09-18 10:37:08 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 2478.1176470588234,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-18 12:45:59 +00:00
"qualityFactor": 2.5,
2026-09-18 14:51:04 +00:00
"queueFactor": 0.8652448595763661,
"queueWeight": 0.8652448595763661,
2026-09-18 14:17:19 +00:00
"recentSuccess": 26,
2026-09-18 14:51:04 +00:00
"recentSuccessRate": 0.5098039215686274,
"recentTerminal": 51,
"recentWilsonLowerBound": 0.3768069544840959,
2026-09-18 13:42:18 +00:00
"running": 4,
2026-09-18 14:51:04 +00:00
"selectionWeight": 2.163112148940915,
2026-09-18 10:37:08 +00:00
"stale": false,
"submissionEligible": true,
2026-09-18 14:51:04 +00:00
"throughputPerHour": 8.5,
2026-09-18 14:39:50 +00:00
"waiting": 21064
2026-09-18 10:37:08 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 7229.076923076924,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-18 14:51:04 +00:00
"qualityFactor": 1.4205873671668234,
"queueFactor": 0.7368768096287898,
"queueWeight": 0.7368768096287898,
2026-09-18 14:29:07 +00:00
"recentSuccess": 7,
2026-09-18 14:39:50 +00:00
"recentSuccessRate": 0.5384615384615384,
"recentTerminal": 13,
"recentWilsonLowerBound": 0.29143432431832045,
2026-09-18 10:37:08 +00:00
"running": 2,
2026-09-18 14:51:04 +00:00
"selectionWeight": 1.046797886916851,
2026-09-18 10:37:08 +00:00
"stale": false,
2026-09-18 11:46:55 +00:00
"submissionEligible": false,
2026-09-18 14:39:50 +00:00
"throughputPerHour": 2.1666666666666665,
2026-09-18 14:51:04 +00:00
"waiting": 15663
2026-09-18 10:37:08 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 2092.0975609756097,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-18 14:51:04 +00:00
"qualityFactor": 0.059394981349081284,
"queueFactor": 0.8875034008413075,
"queueWeight": 0.8875034008413075,
"recentSuccess": 6,
"recentSuccessRate": 0.14634146341463414,
"recentTerminal": 41,
"recentWilsonLowerBound": 0.0688415452945541,
2026-09-18 12:22:08 +00:00
"running": 16,
2026-09-18 14:51:04 +00:00
"selectionWeight": 0.052713247940215674,
2026-09-18 10:37:08 +00:00
"stale": false,
2026-09-18 11:23:34 +00:00
"submissionEligible": true,
2026-09-18 14:51:04 +00:00
"throughputPerHour": 6.833333333333333,
"waiting": 14296
2026-09-18 10:37:08 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-18 14:51:04 +00:00
"backlogHours": 825.7924528301886,
2026-09-18 10:37:08 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-18 14:51:04 +00:00
"qualityFactor": 1.0725728632671947,
"queueFactor": 1.0202971639485814,
"queueWeight": 1.0202971639485814,
"recentSuccess": 36,
"recentSuccessRate": 0.33962264150943394,
"recentTerminal": 106,
"recentWilsonLowerBound": 0.2564882375971125,
2026-09-18 13:42:18 +00:00
"running": 6,
2026-09-18 14:51:04 +00:00
"selectionWeight": 1.0943430505197282,
2026-09-18 10:37:08 +00:00
"stale": false,
"submissionEligible": true,
2026-09-18 14:51:04 +00:00
"throughputPerHour": 17.666666666666668,
"waiting": 14589
2026-09-18 10:37:08 +00:00
}
},
2026-09-18 14:51:04 +00:00
"queueAttemptedAt": "2026-09-18T14:49:29.463882+00:00",
2026-09-18 10:37:08 +00:00
"queueError": null,
2026-09-18 14:51:04 +00:00
"queueUpdatedAt": "2026-09-18T14:49:29.463882+00:00",
2026-09-18 10:37:08 +00:00
"supportedGpus": [
"Vastai_va16",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"Cambricon_mlu-370-x4",
"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
}