Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-12 12:48:57 +00:00
{
2026-09-12 22:00:18 +00:00
"communityAttemptedAt": "2026-09-12T21:58:37.729092+00:00",
2026-09-12 12:48:57 +00:00
"communityError": null,
"communitySample": {},
2026-09-12 22:00:18 +00:00
"communityUpdatedAt": "2026-09-12T21:58:37.729092+00:00",
2026-09-12 20:21:37 +00:00
"frameworkAttemptedAt": "2026-09-12T20:19:24.231056+00:00",
2026-09-12 12:48:57 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-12 20:21:37 +00:00
"modelCount": 38671,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 18525,
"successRate": 0.47904114194098935,
"wilsonLowerBound": 0.4740643633025303
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 51142,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 14432,
"successRate": 0.2821946736537484,
"wilsonLowerBound": 0.2783104236935034
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 20:21:37 +00:00
"modelCount": 2000,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 527,
"successRate": 0.2635,
"wilsonLowerBound": 0.24465945446356338
2026-09-12 12:48:57 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-12 20:21:37 +00:00
"modelCount": 31792,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 13765,
"successRate": 0.4329705586311022,
"wilsonLowerBound": 0.42753233440320204
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 36855,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 10524,
"successRate": 0.2855514855514856,
"wilsonLowerBound": 0.280962593334288
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 20:21:37 +00:00
"modelCount": 7487,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 3329,
"successRate": 0.44463737144383597,
"wilsonLowerBound": 0.43341237142472094
2026-09-12 12:48:57 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 63830,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12064,
2026-09-12 20:21:37 +00:00
"successRate": 0.1890020366598778,
"wilsonLowerBound": 0.18598349304669073
2026-09-12 12:48:57 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 20:21:37 +00:00
"modelCount": 15055,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 3015,
"successRate": 0.20026569246097642,
"wilsonLowerBound": 0.19394970407189963
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 20:21:37 +00:00
"modelCount": 5397,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 44,
2026-09-12 20:21:37 +00:00
"successRate": 0.008152677413377803,
"wilsonLowerBound": 0.006078874779721527
2026-09-12 12:48:57 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 26018,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 3195,
2026-09-12 20:21:37 +00:00
"successRate": 0.1227996002767315,
"wilsonLowerBound": 0.1188670830635091
2026-09-12 12:48:57 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-09-12 14:22:17 +00:00
"modelCount": 16456,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
2026-09-12 14:22:17 +00:00
"successRate": 0.10160427807486631,
"wilsonLowerBound": 0.09708067184513666
2026-09-12 12:48:57 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-12 20:21:37 +00:00
"modelCount": 9868,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 4257,
"successRate": 0.43139440616132957,
"wilsonLowerBound": 0.4216509495455932
2026-09-12 12:48:57 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 24060,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 3776,
"successRate": 0.1569409808811305,
"wilsonLowerBound": 0.1523995191862585
2026-09-12 12:48:57 +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",
2026-09-12 20:21:37 +00:00
"modelCount": 40336,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 10189,
"successRate": 0.25260313367711223,
"wilsonLowerBound": 0.24838645110920407
2026-09-12 12:48:57 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-12 20:21:37 +00:00
"modelCount": 22960,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 3033,
"successRate": 0.1320993031358885,
"wilsonLowerBound": 0.12778097141185013
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 86514,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
2026-09-12 20:21:37 +00:00
"successRate": 0.1128372286566336,
"wilsonLowerBound": 0.11074605591413372
2026-09-12 12:48:57 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-12 20:21:37 +00:00
"modelCount": 38984,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 4777,
"successRate": 0.12253745126205623,
"wilsonLowerBound": 0.11931951235893974
2026-09-12 12:48:57 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 20:21:37 +00:00
"modelCount": 27316,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 3285,
"successRate": 0.1202591887538439,
"wilsonLowerBound": 0.11645518250728011
2026-09-12 12:48:57 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-12 20:21:37 +00:00
"modelCount": 87685,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 20471,
"successRate": 0.2334606831271027,
"wilsonLowerBound": 0.23067233593140185
2026-09-12 12:48:57 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-12 20:21:37 +00:00
"modelCount": 5085,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
2026-09-12 20:21:37 +00:00
"successRate": 0.11052114060963618,
"wilsonLowerBound": 0.10219550539969101
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 112451,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16504,
2026-09-12 20:21:37 +00:00
"successRate": 0.1467661470329299,
"wilsonLowerBound": 0.1447098766251852
2026-09-12 12:48:57 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-12 20:21:37 +00:00
"modelCount": 15826,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 3232,
"successRate": 0.20422090231265008,
"wilsonLowerBound": 0.19801220694141358
2026-09-12 12:48:57 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 20:21:37 +00:00
"modelCount": 42611,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 5542,
"successRate": 0.13006031306470162,
"wilsonLowerBound": 0.12689979905741539
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 20:21:37 +00:00
"modelCount": 6192,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 481,
"successRate": 0.07768087855297158,
"wilsonLowerBound": 0.0712725341691259
2026-09-12 12:48:57 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 198,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18181818181818182,
"wilsonLowerBound": 0.1343204258911728
},
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 30211,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 5208,
"successRate": 0.1723875409619013,
"wilsonLowerBound": 0.16816994458500034
2026-09-12 12:48:57 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 60761,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12379,
2026-09-12 20:21:37 +00:00
"successRate": 0.20373265746120045,
"wilsonLowerBound": 0.20054882906583454
2026-09-12 12:48:57 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 20:21:37 +00:00
"modelCount": 6393,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 1890,
"successRate": 0.29563585171281087,
"wilsonLowerBound": 0.28457511133138486
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 20:21:37 +00:00
"modelCount": 11955,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 3127,
"successRate": 0.2615641990798829,
"wilsonLowerBound": 0.25376348972544455
2026-09-12 12:48:57 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 58905,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 16038,
"successRate": 0.2722689075630252,
"wilsonLowerBound": 0.2686891298980853
2026-09-12 12:48:57 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-12 20:21:37 +00:00
"modelCount": 46020,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 20005,
"successRate": 0.43470230334637117,
"wilsonLowerBound": 0.43017878281921546
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 35653,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 3083,
"successRate": 0.08647238661543208,
"wilsonLowerBound": 0.08359927824736314
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 20:21:37 +00:00
"modelCount": 267,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
2026-09-12 14:22:17 +00:00
"wilsonLowerBound": 0.0
2026-09-12 12:48:57 +00:00
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6275,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03059760956175299,
"wilsonLowerBound": 0.026615110833495575
},
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 10004,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 731,
"successRate": 0.07307077169132348,
"wilsonLowerBound": 0.0681330665886707
2026-09-12 12:48:57 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 20:21:37 +00:00
"modelCount": 5532,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 2320,
"successRate": 0.4193781634128706,
"wilsonLowerBound": 0.40643487416191415
2026-09-12 12:48:57 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 7366,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
2026-09-12 14:22:17 +00:00
"successRate": 0.0319033396687483,
"wilsonLowerBound": 0.028127525443756914
2026-09-12 12:48:57 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 20:21:37 +00:00
"modelCount": 10434,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 3585,
"successRate": 0.34358826912018403,
"wilsonLowerBound": 0.3345348216146463
2026-09-12 12:48:57 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-12 20:21:37 +00:00
"modelCount": 25945,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 13103,
"successRate": 0.5050298708807092,
"wilsonLowerBound": 0.4989457438548953
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 20:21:37 +00:00
"modelCount": 60639,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 5902,
"successRate": 0.09733010109005755,
"wilsonLowerBound": 0.09499632795747028
2026-09-12 12:48:57 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-12 20:21:37 +00:00
"modelCount": 12198,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 20:21:37 +00:00
"successCount": 1710,
"successRate": 0.14018691588785046,
"wilsonLowerBound": 0.13413889565175696
2026-09-12 12:48:57 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-12 22:00:18 +00:00
"generatedAt": "2026-09-12T21:58:37.729092+00:00",
2026-09-12 12:48:57 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 957.5342465753425,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 21:54:54 +00:00
"qualityFactor": 1.1459013701351477,
"queueFactor": 0.9886338739519984,
"queueWeight": 0.9886338739519984,
"recentSuccess": 50,
"recentSuccessRate": 0.3424657534246575,
"recentTerminal": 146,
"recentWilsonLowerBound": 0.27041584886057934,
2026-09-12 21:21:02 +00:00
"running": 8,
2026-09-12 21:54:54 +00:00
"selectionWeight": 1.1328769107236139,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 24.333333333333332,
"waiting": 23300
2026-09-12 12:48:57 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 1164.2553191489362,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 21:54:54 +00:00
"qualityFactor": 1.5863105057539462,
"queueFactor": 0.9600666847464642,
"queueWeight": 0.9600666847464642,
"recentSuccess": 55,
"recentSuccessRate": 0.3900709219858156,
"recentTerminal": 141,
"recentWilsonLowerBound": 0.31349641502575776,
2026-09-12 19:26:28 +00:00
"running": 8,
2026-09-12 21:54:54 +00:00
"selectionWeight": 1.522963868237678,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 23.5,
"waiting": 27360
2026-09-12 12:48:57 +00:00
},
"Biren_166m": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 151.8876404494382,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 21:54:54 +00:00
"qualityFactor": 0.29048761021395036,
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 35,
"recentSuccessRate": 0.19662921348314608,
"recentTerminal": 178,
"recentWilsonLowerBound": 0.14491526332529234,
2026-09-12 21:21:02 +00:00
"running": 8,
2026-09-12 21:54:54 +00:00
"selectionWeight": 0.3776338932781355,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 29.666666666666668,
"waiting": 4506
2026-09-12 12:48:57 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 1466.135593220339,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 21:54:54 +00:00
"qualityFactor": 0.517212774276654,
"queueFactor": 0.9274329329644166,
"queueWeight": 0.9274329329644166,
"recentSuccess": 17,
"recentSuccessRate": 0.288135593220339,
"recentTerminal": 59,
"recentWilsonLowerBound": 0.18836347285820826,
2026-09-12 20:01:08 +00:00
"running": 7,
2026-09-12 21:54:54 +00:00
"selectionWeight": 0.47968016021406,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 9.833333333333334,
"waiting": 14417
2026-09-12 12:48:57 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 390.0888888888889,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 21:54:54 +00:00
"qualityFactor": 0.30235311765236517,
"queueFactor": 1.1311861969164048,
"queueWeight": 1.1311861969164048,
"recentSuccess": 28,
"recentSuccessRate": 0.2074074074074074,
"recentTerminal": 135,
"recentWilsonLowerBound": 0.14757651088698176,
2026-09-12 21:21:02 +00:00
"running": 7,
2026-09-12 21:54:54 +00:00
"selectionWeight": 0.34201767328299726,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 22.5,
"waiting": 8777
2026-09-12 12:48:57 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 41.111111111111114,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-12 21:54:54 +00:00
"recentSuccess": 13,
"recentSuccessRate": 0.037037037037037035,
"recentTerminal": 351,
"recentWilsonLowerBound": 0.021770066566510864,
2026-09-12 21:21:02 +00:00
"running": 24,
2026-09-12 12:48:57 +00:00
"selectionWeight": 0.065,
"stale": false,
2026-09-12 16:18:06 +00:00
"submissionEligible": false,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 58.5,
"waiting": 2405
2026-09-12 12:48:57 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 116.62135922330096,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-12 21:32:20 +00:00
"qualityFactor": 0.05,
2026-09-12 12:48:57 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-12 21:41:52 +00:00
"recentSuccess": 18,
2026-09-12 21:54:54 +00:00
"recentSuccessRate": 0.08737864077669903,
"recentTerminal": 206,
"recentWilsonLowerBound": 0.055984653053097376,
"running": 7,
2026-09-12 21:32:20 +00:00
"selectionWeight": 0.065,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 34.333333333333336,
2026-09-12 21:32:20 +00:00
"waiting": 4004
2026-09-12 12:48:57 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 2270.3414634146343,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-12 21:54:54 +00:00
"qualityFactor": 0.8485218455893166,
"queueFactor": 0.8685502647608544,
"queueWeight": 0.8685502647608544,
2026-09-12 21:32:20 +00:00
"recentSuccess": 15,
2026-09-12 21:54:54 +00:00
"recentSuccessRate": 0.36585365853658536,
"recentTerminal": 41,
"recentWilsonLowerBound": 0.23589630416936813,
2026-09-12 19:26:28 +00:00
"running": 2,
2026-09-12 21:54:54 +00:00
"selectionWeight": 0.7369838736419698,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 6.833333333333333,
"waiting": 15514
2026-09-12 12:48:57 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 892.0540540540541,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 21:54:54 +00:00
"qualityFactor": 0.3073067424167889,
"queueFactor": 0.9991943242450542,
"queueWeight": 0.9991943242450542,
2026-09-12 21:41:52 +00:00
"recentSuccess": 17,
"recentSuccessRate": 0.22972972972972974,
"recentTerminal": 74,
"recentWilsonLowerBound": 0.1486706552074038,
"running": 7,
2026-09-12 21:54:54 +00:00
"selectionWeight": 0.30705915282509233,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:41:52 +00:00
"throughputPerHour": 12.333333333333334,
2026-09-12 21:54:54 +00:00
"waiting": 11002
2026-09-12 12:48:57 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 739.7608695652174,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-12 21:54:54 +00:00
"qualityFactor": 0.4275665308096319,
"queueFactor": 1.0276493002602165,
"queueWeight": 1.0276493002602165,
2026-09-12 20:45:16 +00:00
"recentSuccess": 23,
2026-09-12 21:54:54 +00:00
"recentSuccessRate": 0.25,
"recentTerminal": 92,
"recentWilsonLowerBound": 0.17275134731188044,
2026-09-12 21:41:52 +00:00
"running": 4,
2026-09-12 21:54:54 +00:00
"selectionWeight": 0.43938844620120654,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 15.333333333333334,
"waiting": 11343
2026-09-12 12:48:57 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 1978.0615384615382,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-12 21:54:54 +00:00
"qualityFactor": 1.6322684192698032,
"queueFactor": 0.8866917431373946,
"queueWeight": 0.8866917431373946,
"recentSuccess": 28,
"recentSuccessRate": 0.4307692307692308,
"recentTerminal": 65,
"recentWilsonLowerBound": 0.31759267537345776,
2026-09-12 21:41:52 +00:00
"running": 4,
2026-09-12 21:54:54 +00:00
"selectionWeight": 1.4473189299504614,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 10.833333333333334,
"waiting": 21429
2026-09-12 12:48:57 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 3206.0,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-12 21:54:54 +00:00
"qualityFactor": 0.5056081622093179,
"queueFactor": 0.8247343940886244,
"queueWeight": 0.8247343940886244,
2026-09-12 21:21:02 +00:00
"recentSuccess": 9,
2026-09-12 21:41:52 +00:00
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 27,
"recentWilsonLowerBound": 0.1864305444359335,
2026-09-12 12:48:57 +00:00
"running": 2,
2026-09-12 21:54:54 +00:00
"selectionWeight": 0.41699244130596475,
2026-09-12 12:48:57 +00:00
"stale": false,
2026-09-12 16:07:21 +00:00
"submissionEligible": true,
2026-09-12 21:41:52 +00:00
"throughputPerHour": 4.5,
2026-09-12 21:54:54 +00:00
"waiting": 14427
2026-09-12 12:48:57 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 882.4931506849316,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-12 21:54:54 +00:00
"qualityFactor": 0.37141998940871135,
"queueFactor": 1.0008106832318997,
"queueWeight": 1.0008106832318997,
"recentSuccess": 18,
"recentSuccessRate": 0.2465753424657534,
"recentTerminal": 73,
"recentWilsonLowerBound": 0.16204336317654708,
2026-09-12 17:28:59 +00:00
"running": 16,
2026-09-12 21:54:54 +00:00
"selectionWeight": 0.37172109336611736,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 12.166666666666666,
"waiting": 10737
2026-09-12 12:48:57 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-12 21:54:54 +00:00
"backlogHours": 651.2093023255813,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
"qualityFactor": 2.5,
2026-09-12 21:54:54 +00:00
"queueFactor": 1.047491589861576,
"queueWeight": 1.047491589861576,
"recentSuccess": 42,
"recentSuccessRate": 0.4883720930232558,
"recentTerminal": 86,
"recentWilsonLowerBound": 0.38550397038221695,
2026-09-12 21:41:52 +00:00
"running": 6,
2026-09-12 21:54:54 +00:00
"selectionWeight": 2.6187289746539397,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 21:54:54 +00:00
"throughputPerHour": 14.333333333333334,
"waiting": 9334
2026-09-12 12:48:57 +00:00
}
},
2026-09-12 21:54:54 +00:00
"queueAttemptedAt": "2026-09-12T21:52:22.008569+00:00",
2026-09-12 12:48:57 +00:00
"queueError": null,
2026-09-12 21:54:54 +00:00
"queueUpdatedAt": "2026-09-12T21:52:22.008569+00:00",
2026-09-12 12:48:57 +00:00
"supportedGpus": [
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Cambricon_mlu-370-x4",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"Ascend_910-b3",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Iluvatar_bi-100",
"Biren_166m",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}