Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-10-02 09:54:13 +00:00
{
2026-10-02 16:14:19 +00:00
"communityAttemptedAt": "2026-10-02T16:10:43.465753+00:00",
2026-10-02 09:54:13 +00:00
"communityError": null,
"communitySample": {},
2026-10-02 16:14:19 +00:00
"communityUpdatedAt": "2026-10-02T16:10:43.465753+00:00",
2026-10-02 14:33:05 +00:00
"frameworkAttemptedAt": "2026-10-02T14:27:45.049993+00:00",
2026-10-02 09:54:13 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-10-02 14:33:05 +00:00
"modelCount": 40619,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 19837,
"successRate": 0.4883675127403432,
"wilsonLowerBound": 0.4835076379644724
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 54378,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 15045,
"successRate": 0.27667439037846187,
"wilsonLowerBound": 0.27293019671277796
2026-10-02 09:54:13 +00:00
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
"modelCount": 0,
"officialConfigError": "framework_mismatch",
"officialConfigValid": false,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 14:33:05 +00:00
"modelCount": 3449,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 989,
"successRate": 0.2867497825456654,
"wilsonLowerBound": 0.27190035300088367
2026-10-02 09:54:13 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-10-02 14:33:05 +00:00
"modelCount": 35154,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 16169,
"successRate": 0.45994765887239003,
"wilsonLowerBound": 0.4547422808236842
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 38956,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 10889,
"successRate": 0.279520484649348,
"wilsonLowerBound": 0.27508596723722817
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 14:33:05 +00:00
"modelCount": 11186,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 4683,
"successRate": 0.418648310387985,
"wilsonLowerBound": 0.40953531173160523
2026-10-02 09:54:13 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 64159,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12094,
2026-10-02 14:33:05 +00:00
"successRate": 0.18850044420891846,
"wilsonLowerBound": 0.18549271871463957
2026-10-02 09:54:13 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 14:33:05 +00:00
"modelCount": 25104,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 5180,
"successRate": 0.20634161886551944,
"wilsonLowerBound": 0.20138068519852056
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 14:33:05 +00:00
"modelCount": 7198,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 85,
2026-10-02 14:33:05 +00:00
"successRate": 0.01180883578771881,
"wilsonLowerBound": 0.009560763109601073
2026-10-02 09:54:13 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 26501,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3259,
2026-10-02 14:33:05 +00:00
"successRate": 0.12297649145315272,
"wilsonLowerBound": 0.11907700102378067
2026-10-02 09:54:13 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16494,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10161270765126713,
"wilsonLowerBound": 0.09709403773620466
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-02 14:33:05 +00:00
"modelCount": 13707,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 5574,
"successRate": 0.40665353469030424,
"wilsonLowerBound": 0.398457401486817
2026-10-02 09:54:13 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 24523,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3797,
2026-10-02 14:33:05 +00:00
"successRate": 0.1548342372466664,
"wilsonLowerBound": 0.15036067272453987
2026-10-02 09:54:13 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8123,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.066970331158439,
"wilsonLowerBound": 0.061736366111672984
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-02 14:33:05 +00:00
"modelCount": 48199,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 12000,
"successRate": 0.24896782090914749,
"wilsonLowerBound": 0.24512747923512027
2026-10-02 09:54:13 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-10-02 14:33:05 +00:00
"modelCount": 23637,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 3105,
"successRate": 0.1313618479502475,
"wilsonLowerBound": 0.12711528828278
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 86836,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9768,
2026-10-02 14:33:05 +00:00
"successRate": 0.11248790824082178,
"wilsonLowerBound": 0.11040344602645016
2026-10-02 09:54:13 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-02 14:33:05 +00:00
"modelCount": 43763,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 5331,
"successRate": 0.1218152320453351,
"wilsonLowerBound": 0.11878397580416732
2026-10-02 09:54:13 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 14:33:05 +00:00
"modelCount": 40676,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 3570,
2026-10-02 14:33:05 +00:00
"successRate": 0.08776674205919953,
"wilsonLowerBound": 0.08505570162304368
2026-10-02 09:54:13 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-10-02 14:33:05 +00:00
"modelCount": 90909,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 22282,
"successRate": 0.2451022451022451,
"wilsonLowerBound": 0.24231684076571253
2026-10-02 09:54:13 +00:00
},
"transformers": {
"framework": "transformers",
2026-10-02 14:33:05 +00:00
"modelCount": 5432,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 580,
2026-10-02 14:33:05 +00:00
"successRate": 0.10677466863033873,
"wilsonLowerBound": 0.09883797614347417
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 112775,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16528,
2026-10-02 14:33:05 +00:00
"successRate": 0.14655730436710263,
"wilsonLowerBound": 0.14450519702362666
2026-10-02 09:54:13 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-10-02 14:33:05 +00:00
"modelCount": 20987,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 3768,
"successRate": 0.17953971506170485,
"wilsonLowerBound": 0.17440584686659302
2026-10-02 09:54:13 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 14:33:05 +00:00
"modelCount": 43327,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5639,
2026-10-02 14:33:05 +00:00
"successRate": 0.13014979112331804,
"wilsonLowerBound": 0.12701429242264384
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 14:33:05 +00:00
"modelCount": 7532,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 677,
2026-10-02 14:33:05 +00:00
"successRate": 0.08988316516197557,
"wilsonLowerBound": 0.08363114879685626
2026-10-02 09:54:13 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
2026-10-02 10:36:44 +00:00
"modelCount": 202,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
2026-10-02 10:36:44 +00:00
"successRate": 0.1782178217821782,
"wilsonLowerBound": 0.13159848249936945
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 32945,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 6285,
"successRate": 0.19077249962057977,
"wilsonLowerBound": 0.18656582838193767
2026-10-02 09:54:13 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 61358,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12407,
2026-10-02 14:33:05 +00:00
"successRate": 0.20220672120994818,
"wilsonLowerBound": 0.19904733959485013
2026-10-02 09:54:13 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 14:33:05 +00:00
"modelCount": 11949,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 3520,
"successRate": 0.2945853209473596,
"wilsonLowerBound": 0.2864786988167567
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 14:33:05 +00:00
"modelCount": 14640,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 3648,
"successRate": 0.24918032786885247,
"wilsonLowerBound": 0.2422400900108904
2026-10-02 09:54:13 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 65248,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 17898,
"successRate": 0.2743072584600294,
"wilsonLowerBound": 0.270897143014917
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 14:33:05 +00:00
"modelCount": 451,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 286,
"successRate": 0.6341463414634146,
"wilsonLowerBound": 0.5887324189731684
2026-10-02 09:54:13 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-10-02 14:33:05 +00:00
"modelCount": 47626,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 21137,
"successRate": 0.4438122034183009,
"wilsonLowerBound": 0.43935476086037417
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 38364,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 4232,
"successRate": 0.11031175059952038,
"wilsonLowerBound": 0.1072157806345598
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 14:33:05 +00:00
"modelCount": 839,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6284,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030553787396562698,
"wilsonLowerBound": 0.026576919854083197
},
"vllm": {
"framework": "vllm",
"modelCount": 10057,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 750,
"successRate": 0.0745749229392463,
"wilsonLowerBound": 0.06960138633482998
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 14:33:05 +00:00
"modelCount": 6705,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 2909,
"successRate": 0.433855331841909,
"wilsonLowerBound": 0.4220335895203994
2026-10-02 09:54:13 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7401,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 243,
"successRate": 0.032833400891771385,
"wilsonLowerBound": 0.029009650170403356
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 14:33:05 +00:00
"modelCount": 15170,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 4836,
"successRate": 0.3187870797626895,
"wilsonLowerBound": 0.3114180048532006
2026-10-02 09:54:13 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-10-02 14:33:05 +00:00
"modelCount": 27511,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 14042,
"successRate": 0.5104140162116971,
"wilsonLowerBound": 0.5045058153435799
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 14:33:05 +00:00
"modelCount": 65118,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 6849,
"successRate": 0.10517829171657606,
"wilsonLowerBound": 0.1028452029839664
2026-10-02 09:54:13 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-02 14:33:05 +00:00
"modelCount": 13155,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 14:33:05 +00:00
"successCount": 2066,
"successRate": 0.15705055112124666,
"wilsonLowerBound": 0.1509330537443343
2026-10-02 09:54:13 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-02 16:14:19 +00:00
"generatedAt": "2026-10-02T16:10:43.465753+00:00",
2026-10-02 09:54:13 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 1322.3902439024391,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 16:04:39 +00:00
"qualityFactor": 0.5915297267194537,
"queueFactor": 1.0078545163725436,
"queueWeight": 1.0078545163725436,
"recentSuccess": 35,
"recentSuccessRate": 0.2845528455284553,
"recentTerminal": 123,
"recentWilsonLowerBound": 0.21228461225470582,
2026-10-02 15:54:51 +00:00
"running": 8,
2026-10-02 16:04:39 +00:00
"selectionWeight": 0.5961759066428179,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 20.5,
"waiting": 27109
2026-10-02 09:54:13 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 1464.0,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 16:04:39 +00:00
"qualityFactor": 1.2066137260308438,
"queueFactor": 0.9925916792918298,
"queueWeight": 0.9925916792918298,
"recentSuccess": 45,
"recentSuccessRate": 0.375,
"recentTerminal": 120,
"recentWilsonLowerBound": 0.2935229130478532,
2026-10-02 14:40:19 +00:00
"running": 8,
2026-10-02 16:04:39 +00:00
"selectionWeight": 1.197674744577527,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 20.0,
"waiting": 29280
2026-10-02 09:54:13 +00:00
},
"Biren_166m": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 141.12727272727273,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 16:04:39 +00:00
"qualityFactor": 0.22078196569400815,
2026-10-02 09:54:13 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-02 16:04:39 +00:00
"recentSuccess": 31,
"recentSuccessRate": 0.18787878787878787,
"recentTerminal": 165,
"recentWilsonLowerBound": 0.13563355997899723,
2026-10-02 15:42:52 +00:00
"running": 8,
2026-10-02 16:04:39 +00:00
"selectionWeight": 0.2870165554022106,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 27.5,
"waiting": 3881
2026-10-02 09:54:13 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 1552.741935483871,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-02 16:04:39 +00:00
"qualityFactor": 0.342282649153885,
"queueFactor": 0.9838681448101708,
"queueWeight": 0.9838681448101708,
"recentSuccess": 16,
"recentSuccessRate": 0.25806451612903225,
"recentTerminal": 62,
"recentWilsonLowerBound": 0.16554737249309678,
2026-10-02 14:40:19 +00:00
"running": 7,
2026-10-02 16:04:39 +00:00
"selectionWeight": 0.3367609950237434,
2026-10-02 09:54:13 +00:00
"stale": false,
2026-10-02 15:20:35 +00:00
"submissionEligible": true,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 10.333333333333334,
"waiting": 16045
2026-10-02 09:54:13 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 473.8928571428571,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-02 16:04:39 +00:00
"qualityFactor": 0.2692562168764278,
"queueFactor": 1.1755734453263211,
"queueWeight": 1.1755734453263211,
2026-10-02 15:54:51 +00:00
"recentSuccess": 24,
2026-10-02 16:04:39 +00:00
"recentSuccessRate": 0.21428571428571427,
"recentTerminal": 112,
"recentWilsonLowerBound": 0.14843966088099217,
2026-10-02 15:54:51 +00:00
"running": 7,
2026-10-02 16:04:39 +00:00
"selectionWeight": 0.3165304585489534,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 18.666666666666668,
"waiting": 8846
2026-10-02 09:54:13 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 41.31736526946108,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-02 15:31:15 +00:00
"recentSuccess": 10,
2026-10-02 16:04:39 +00:00
"recentSuccessRate": 0.029940119760479042,
"recentTerminal": 334,
"recentWilsonLowerBound": 0.016342474535393156,
2026-10-02 15:54:51 +00:00
"running": 24,
2026-10-02 09:54:13 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 55.666666666666664,
"waiting": 2300
2026-10-02 09:54:13 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 148.21917808219177,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-02 16:04:39 +00:00
"qualityFactor": 0.08946416934437673,
2026-10-02 09:54:13 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-02 15:54:51 +00:00
"recentSuccess": 28,
2026-10-02 16:04:39 +00:00
"recentSuccessRate": 0.1278538812785388,
"recentTerminal": 219,
"recentWilsonLowerBound": 0.08995854148324896,
"running": 4,
"selectionWeight": 0.11630342014768975,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 36.5,
"waiting": 5410
2026-10-02 09:54:13 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 2144.590909090909,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-02 16:04:39 +00:00
"qualityFactor": 0.19576436126437,
"queueFactor": 0.9373464149174363,
"queueWeight": 0.9373464149174363,
2026-10-02 15:54:51 +00:00
"recentSuccess": 10,
2026-10-02 16:04:39 +00:00
"recentSuccessRate": 0.22727272727272727,
"recentTerminal": 44,
"recentWilsonLowerBound": 0.12841810830185088,
2026-10-02 15:54:51 +00:00
"running": 2,
2026-10-02 16:04:39 +00:00
"selectionWeight": 0.18349902219975905,
2026-10-02 09:54:13 +00:00
"stale": false,
2026-10-02 11:44:26 +00:00
"submissionEligible": false,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 7.333333333333333,
"waiting": 15727
2026-10-02 09:54:13 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 426.0,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 16:04:39 +00:00
"qualityFactor": 0.5087536200156516,
"queueFactor": 1.1945115459132363,
"queueWeight": 1.1945115459132363,
2026-10-02 15:42:52 +00:00
"recentSuccess": 30,
2026-10-02 16:04:39 +00:00
"recentSuccessRate": 0.2727272727272727,
"recentTerminal": 110,
"recentWilsonLowerBound": 0.19822564984733446,
2026-10-02 15:54:51 +00:00
"running": 8,
2026-10-02 16:04:39 +00:00
"selectionWeight": 0.6077120731338512,
2026-10-02 09:54:13 +00:00
"stale": false,
2026-10-02 11:20:23 +00:00
"submissionEligible": true,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 18.333333333333332,
"waiting": 7810
2026-10-02 09:54:13 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 746.2588235294118,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-02 16:04:39 +00:00
"qualityFactor": 0.6948477210892225,
"queueFactor": 1.0981669517517494,
"queueWeight": 1.0981669517517494,
"recentSuccess": 27,
"recentSuccessRate": 0.3176470588235294,
"recentTerminal": 85,
"recentWilsonLowerBound": 0.228400568126656,
2026-10-02 15:54:51 +00:00
"running": 4,
2026-10-02 16:04:39 +00:00
"selectionWeight": 0.7630588038002013,
2026-10-02 09:54:13 +00:00
"stale": false,
2026-10-02 14:33:05 +00:00
"submissionEligible": true,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 14.166666666666666,
"waiting": 10572
2026-10-02 09:54:13 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 1762.16,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 2.5,
2026-10-02 16:04:39 +00:00
"queueFactor": 0.9653726506905193,
"queueWeight": 0.9653726506905193,
"recentSuccess": 39,
"recentSuccessRate": 0.52,
"recentTerminal": 75,
"recentWilsonLowerBound": 0.4087401957316927,
2026-10-02 12:36:10 +00:00
"running": 4,
2026-10-02 16:04:39 +00:00
"selectionWeight": 2.413431626726298,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 12.5,
"waiting": 22027
2026-10-02 09:54:13 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 4876.571428571428,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-02 16:04:39 +00:00
"qualityFactor": 0.12910299930860125,
"queueFactor": 0.8286756990015105,
"queueWeight": 0.8286756990015105,
"recentSuccess": 5,
"recentSuccessRate": 0.23809523809523808,
2026-10-02 15:42:52 +00:00
"recentTerminal": 21,
2026-10-02 16:04:39 +00:00
"recentWilsonLowerBound": 0.10627856389112264,
2026-10-02 09:54:13 +00:00
"running": 2,
2026-10-02 16:04:39 +00:00
"selectionWeight": 0.10698451819524667,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 15:42:52 +00:00
"throughputPerHour": 3.5,
2026-10-02 16:04:39 +00:00
"waiting": 17068
2026-10-02 09:54:13 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 1514.7096774193546,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-02 16:04:39 +00:00
"qualityFactor": 0.1905064938623088,
"queueFactor": 0.9875347385440129,
"queueWeight": 0.9875347385440129,
2026-10-02 15:42:52 +00:00
"recentSuccess": 13,
2026-10-02 16:04:39 +00:00
"recentSuccessRate": 0.20967741935483872,
"recentTerminal": 62,
"recentWilsonLowerBound": 0.1268387028631334,
2026-10-02 15:54:51 +00:00
"running": 16,
2026-10-02 16:04:39 +00:00
"selectionWeight": 0.18813178060725172,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 10.333333333333334,
"waiting": 15652
2026-10-02 09:54:13 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-02 16:04:39 +00:00
"backlogHours": 1578.8684210526317,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-02 16:04:39 +00:00
"qualityFactor": 0.3456605433012643,
"queueFactor": 0.9814086941295724,
"queueWeight": 0.9814086941295724,
2026-10-02 15:54:51 +00:00
"recentSuccess": 19,
2026-10-02 16:04:39 +00:00
"recentSuccessRate": 0.25,
"recentTerminal": 76,
"recentWilsonLowerBound": 0.16628799382577897,
2026-10-02 15:54:51 +00:00
"running": 6,
2026-10-02 16:04:39 +00:00
"selectionWeight": 0.3392342624134123,
2026-10-02 09:54:13 +00:00
"stale": false,
2026-10-02 15:54:51 +00:00
"submissionEligible": true,
2026-10-02 16:04:39 +00:00
"throughputPerHour": 12.666666666666666,
"waiting": 19999
2026-10-02 09:54:13 +00:00
}
},
2026-10-02 16:04:39 +00:00
"queueAttemptedAt": "2026-10-02T16:04:35.891450+00:00",
2026-10-02 09:54:13 +00:00
"queueError": null,
2026-10-02 16:04:39 +00:00
"queueUpdatedAt": "2026-10-02T16:04:35.891450+00:00",
2026-10-02 09:54:13 +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
}