Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-19 03:00:50 +00:00
{
2026-09-19 12:36:27 +00:00
"communityAttemptedAt": "2026-09-19T12:35:12.936827+00:00",
2026-09-19 03:00:50 +00:00
"communityError": null,
"communitySample": {},
2026-09-19 12:36:27 +00:00
"communityUpdatedAt": "2026-09-19T12:35:12.936827+00:00",
2026-09-19 10:57:54 +00:00
"frameworkAttemptedAt": "2026-09-19T10:55:53.360314+00:00",
2026-09-19 03:00:50 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-19 10:57:54 +00:00
"modelCount": 39649,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 19173,
"successRate": 0.48356831193724936,
"wilsonLowerBound": 0.4786511590050993
2026-09-19 03:00:50 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 52929,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 14803,
"successRate": 0.2796765478282227,
"wilsonLowerBound": 0.2758687915255134
2026-09-19 03:00:50 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-19 10:57:54 +00:00
"modelCount": 2727,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 774,
"successRate": 0.2838283828382838,
"wilsonLowerBound": 0.2672197210297423
2026-09-19 03:00:50 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-19 10:57:54 +00:00
"modelCount": 32941,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 14560,
"successRate": 0.4420023678698279,
"wilsonLowerBound": 0.43664633598673586
2026-09-19 03:00:50 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 37487,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 10658,
"successRate": 0.2843118947901939,
"wilsonLowerBound": 0.27976776380124685
2026-09-19 03:00:50 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-19 10:57:54 +00:00
"modelCount": 8803,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 3793,
"successRate": 0.4308758377825741,
"wilsonLowerBound": 0.4205634454732765
2026-09-19 03:00:50 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 63943,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 12085,
"successRate": 0.18899644996324852,
"wilsonLowerBound": 0.18598059285508717
2026-09-19 03:00:50 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-19 10:57:54 +00:00
"modelCount": 17739,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 3555,
"successRate": 0.20040588533739218,
"wilsonLowerBound": 0.19458013428186713
2026-09-19 03:00:50 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-19 10:57:54 +00:00
"modelCount": 6055,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 61,
"successRate": 0.010074318744838976,
"wilsonLowerBound": 0.007851232482495736
2026-09-19 03:00:50 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 26149,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 04:58:15 +00:00
"successCount": 3222,
2026-09-19 10:57:54 +00:00
"successRate": 0.12321694902290718,
"wilsonLowerBound": 0.11928829014571207
2026-09-19 03:00:50 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16467,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1674,
"successRate": 0.10165786117689925,
"wilsonLowerBound": 0.09713464441717601
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-19 10:57:54 +00:00
"modelCount": 11219,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 4718,
"successRate": 0.42053658971387825,
"wilsonLowerBound": 0.41143062139785014
2026-09-19 03:00:50 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 24160,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 3787,
"successRate": 0.15674668874172185,
"wilsonLowerBound": 0.15221686421980002
2026-09-19 03:00:50 +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",
2026-09-19 10:57:54 +00:00
"modelCount": 43001,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 10783,
"successRate": 0.25076161019511173,
"wilsonLowerBound": 0.24668707847642302
2026-09-19 03:00:50 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-19 10:57:54 +00:00
"modelCount": 23275,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3058,
2026-09-19 10:57:54 +00:00
"successRate": 0.13138560687432868,
"wilsonLowerBound": 0.12710628044551123
2026-09-19 03:00:50 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 86638,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
2026-09-19 10:57:54 +00:00
"successRate": 0.11269881576213671,
"wilsonLowerBound": 0.1106102621394359
2026-09-19 03:00:50 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-19 10:57:54 +00:00
"modelCount": 40495,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 4966,
"successRate": 0.12263242375601927,
"wilsonLowerBound": 0.11947333290376597
2026-09-19 03:00:50 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-19 10:57:54 +00:00
"modelCount": 31872,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 3412,
"successRate": 0.10705321285140562,
"wilsonLowerBound": 0.10370603594923977
2026-09-19 03:00:50 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-19 10:57:54 +00:00
"modelCount": 88608,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 21053,
"successRate": 0.23759705669916936,
"wilsonLowerBound": 0.2348060555643921
2026-09-19 03:00:50 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-19 10:57:54 +00:00
"modelCount": 5176,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 566,
2026-09-19 10:57:54 +00:00
"successRate": 0.10935085007727975,
"wilsonLowerBound": 0.10113674531118214
2026-09-19 03:00:50 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 112544,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 16510,
"successRate": 0.14669818026727324,
"wilsonLowerBound": 0.1446431533880307
2026-09-19 03:00:50 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-19 10:57:54 +00:00
"modelCount": 17386,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 3447,
"successRate": 0.1982629702059128,
"wilsonLowerBound": 0.1924034789077327
2026-09-19 03:00:50 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-19 10:57:54 +00:00
"modelCount": 42842,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5572,
2026-09-19 10:57:54 +00:00
"successRate": 0.13005928761495728,
"wilsonLowerBound": 0.1269072268820772
2026-09-19 03:00:50 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-19 10:57:54 +00:00
"modelCount": 6716,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 553,
"successRate": 0.0823406789755807,
"wilsonLowerBound": 0.07600270288220645
2026-09-19 03:00:50 +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",
2026-09-19 10:57:54 +00:00
"modelCount": 31163,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 5594,
"successRate": 0.1795077495748163,
"wilsonLowerBound": 0.1752862958884982
2026-09-19 03:00:50 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 60885,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12390,
2026-09-19 10:57:54 +00:00
"successRate": 0.20349839862034985,
"wilsonLowerBound": 0.20031917905724989
2026-09-19 03:00:50 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-19 10:57:54 +00:00
"modelCount": 7940,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 2298,
"successRate": 0.28942065491183877,
"wilsonLowerBound": 0.2795492911887878
2026-09-19 03:00:50 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-19 10:57:54 +00:00
"modelCount": 12909,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 3334,
"successRate": 0.25826942443256645,
"wilsonLowerBound": 0.25079173096035
2026-09-19 03:00:50 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 60959,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 16706,
"successRate": 0.2740530520513788,
"wilsonLowerBound": 0.2705265281208323
2026-09-19 03:00:50 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-19 10:57:54 +00:00
"modelCount": 46588,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 20396,
"successRate": 0.43779514037949685,
"wilsonLowerBound": 0.4332953794169114
2026-09-19 03:00:50 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 36538,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 3457,
"successRate": 0.09461382670096885,
"wilsonLowerBound": 0.09165521722299894
2026-09-19 03:00:50 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-19 10:57:54 +00:00
"modelCount": 529,
2026-09-19 03:00:50 +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",
2026-09-19 10:57:54 +00:00
"modelCount": 10025,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 739,
"successRate": 0.07371571072319202,
"wilsonLowerBound": 0.06876213429325025
2026-09-19 03:00:50 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-19 10:57:54 +00:00
"modelCount": 5945,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 2522,
"successRate": 0.42422203532380154,
"wilsonLowerBound": 0.4117116168026808
2026-09-19 03:00:50 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 7376,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
2026-09-19 10:57:54 +00:00
"successRate": 0.03186008676789588,
"wilsonLowerBound": 0.02808932214804452
2026-09-19 03:00:50 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-19 10:57:54 +00:00
"modelCount": 11639,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 3830,
"successRate": 0.32906607096829626,
"wilsonLowerBound": 0.32058719684809334
2026-09-19 03:00:50 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-19 10:57:54 +00:00
"modelCount": 26465,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 13426,
"successRate": 0.5073115435480824,
"wilsonLowerBound": 0.501287491899656
2026-09-19 03:00:50 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-19 10:57:54 +00:00
"modelCount": 62390,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 6274,
"successRate": 0.10056098733771437,
"wilsonLowerBound": 0.09822559492565791
2026-09-19 03:00:50 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-19 10:57:54 +00:00
"modelCount": 12473,
2026-09-19 03:00:50 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-19 10:57:54 +00:00
"successCount": 1793,
"successRate": 0.14375050108233786,
"wilsonLowerBound": 0.13770307117974315
2026-09-19 03:00:50 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-19 12:36:27 +00:00
"generatedAt": "2026-09-19T12:35:12.936827+00:00",
2026-09-19 03:00:50 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 472.52525252525254,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-19 12:28:52 +00:00
"qualityFactor": 0.22346488364916228,
"queueFactor": 0.8065498905705034,
"queueWeight": 0.8065498905705034,
2026-09-19 12:18:53 +00:00
"recentSuccess": 40,
2026-09-19 12:28:52 +00:00
"recentSuccessRate": 0.13468013468013468,
"recentTerminal": 297,
"recentWilsonLowerBound": 0.10048716467545397,
2026-09-19 10:38:58 +00:00
"running": 8,
2026-09-19 12:28:52 +00:00
"selectionWeight": 0.18023557745358212,
2026-09-19 03:00:50 +00:00
"stale": false,
"submissionEligible": true,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 49.5,
"waiting": 23390
2026-09-19 03:00:50 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 289.7157712305026,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-19 12:28:52 +00:00
"qualityFactor": 0.08965440752343448,
"queueFactor": 0.8679589173286367,
"queueWeight": 0.8679589173286367,
2026-09-19 12:18:53 +00:00
"recentSuccess": 50,
2026-09-19 12:28:52 +00:00
"recentSuccessRate": 0.08665511265164645,
"recentTerminal": 577,
"recentWilsonLowerBound": 0.06634691834056337,
2026-09-19 12:18:53 +00:00
"running": 8,
2026-09-19 12:28:52 +00:00
"selectionWeight": 0.07781634248778058,
2026-09-19 03:00:50 +00:00
"stale": false,
"submissionEligible": true,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 96.16666666666667,
2026-09-19 12:06:37 +00:00
"waiting": 27861
2026-09-19 03:00:50 +00:00
},
"Biren_166m": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 37.75916230366492,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-19 10:28:43 +00:00
"qualityFactor": 0.05,
2026-09-19 12:28:52 +00:00
"queueFactor": 1.1782613648686893,
"queueWeight": 1.1782613648686893,
"recentSuccess": 25,
"recentSuccessRate": 0.032722513089005235,
"recentTerminal": 764,
"recentWilsonLowerBound": 0.02226102559543679,
2026-09-19 10:38:58 +00:00
"running": 8,
2026-09-19 12:28:52 +00:00
"selectionWeight": 0.058913068243434466,
2026-09-19 03:00:50 +00:00
"stale": false,
2026-09-19 10:28:43 +00:00
"submissionEligible": false,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 127.33333333333333,
"waiting": 4808
2026-09-19 03:00:50 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 98.7443946188341,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-19 10:28:43 +00:00
"qualityFactor": 0.05,
2026-09-19 12:28:52 +00:00
"queueFactor": 1.0200421601717415,
"queueWeight": 1.0200421601717415,
2026-09-19 12:18:53 +00:00
"recentSuccess": 17,
"recentSuccessRate": 0.01905829596412556,
"recentTerminal": 892,
"recentWilsonLowerBound": 0.011932508994863127,
"running": 7,
2026-09-19 12:28:52 +00:00
"selectionWeight": 0.05100210800858708,
2026-09-19 03:00:50 +00:00
"stale": false,
2026-09-19 10:28:43 +00:00
"submissionEligible": false,
2026-09-19 12:18:53 +00:00
"throughputPerHour": 148.66666666666666,
2026-09-19 12:28:52 +00:00
"waiting": 14680
2026-09-19 03:00:50 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 85.26813880126183,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-19 10:38:58 +00:00
"qualityFactor": 0.05,
2026-09-19 12:28:52 +00:00
"queueFactor": 1.0427422543381446,
"queueWeight": 1.0427422543381446,
2026-09-19 12:18:53 +00:00
"recentSuccess": 25,
2026-09-19 12:28:52 +00:00
"recentSuccessRate": 0.03943217665615142,
"recentTerminal": 634,
"recentWilsonLowerBound": 0.026849582296312485,
2026-09-19 10:38:58 +00:00
"running": 7,
2026-09-19 12:28:52 +00:00
"selectionWeight": 0.052137112716907234,
2026-09-19 03:00:50 +00:00
"stale": false,
2026-09-19 10:28:43 +00:00
"submissionEligible": false,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 105.66666666666667,
"waiting": 9010
2026-09-19 03:00:50 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 64.04132231404958,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
2026-09-19 12:28:52 +00:00
"queueFactor": 1.088493766884367,
"queueWeight": 1.088493766884367,
"recentSuccess": 12,
"recentSuccessRate": 0.049586776859504134,
"recentTerminal": 242,
"recentWilsonLowerBound": 0.02858985321384872,
2026-09-19 12:18:53 +00:00
"running": 24,
2026-09-19 12:28:52 +00:00
"selectionWeight": 0.054424688344218354,
2026-09-19 03:00:50 +00:00
"stale": false,
"submissionEligible": false,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 40.333333333333336,
"waiting": 2583
2026-09-19 03:00:50 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 116.21176470588236,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-19 12:28:52 +00:00
"qualityFactor": 0.25729187339892384,
"queueFactor": 0.995422551671861,
"queueWeight": 0.995422551671861,
"recentSuccess": 37,
"recentSuccessRate": 0.1450980392156863,
"recentTerminal": 255,
"recentWilsonLowerBound": 0.1071362406378172,
"running": 8,
"selectionWeight": 0.2561141331431902,
2026-09-19 03:00:50 +00:00
"stale": false,
"submissionEligible": true,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 42.5,
"waiting": 4939
2026-09-19 03:00:50 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 2295.1428571428573,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-19 12:28:52 +00:00
"qualityFactor": 1.6596468691309738,
2026-09-19 10:28:43 +00:00
"queueFactor": 0.7,
"queueWeight": 0.7,
2026-09-19 12:28:52 +00:00
"recentSuccess": 16,
"recentSuccessRate": 0.38095238095238093,
"recentTerminal": 42,
"recentWilsonLowerBound": 0.24999520898785943,
2026-09-19 10:38:58 +00:00
"running": 2,
2026-09-19 12:28:52 +00:00
"selectionWeight": 1.1617528083916815,
2026-09-19 03:00:50 +00:00
"stale": false,
"submissionEligible": true,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 7.0,
"waiting": 16066
2026-09-19 03:00:50 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 151.91885441527447,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-19 12:28:52 +00:00
"qualityFactor": 0.05,
"queueFactor": 0.9562099059883428,
"queueWeight": 0.9562099059883428,
"recentSuccess": 29,
"recentSuccessRate": 0.06921241050119331,
"recentTerminal": 419,
"recentWilsonLowerBound": 0.04861895928576016,
2026-09-19 10:38:58 +00:00
"running": 8,
2026-09-19 12:28:52 +00:00
"selectionWeight": 0.04781049529941714,
2026-09-19 03:00:50 +00:00
"stale": false,
2026-09-19 12:28:52 +00:00
"submissionEligible": false,
"throughputPerHour": 69.83333333333333,
"waiting": 10609
2026-09-19 03:00:50 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 153.3577981651376,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-19 10:28:43 +00:00
"qualityFactor": 0.05,
2026-09-19 12:28:52 +00:00
"queueFactor": 0.9548587020327381,
"queueWeight": 0.9548587020327381,
"recentSuccess": 22,
"recentSuccessRate": 0.05045871559633028,
"recentTerminal": 436,
"recentWilsonLowerBound": 0.0335550675370868,
2026-09-19 11:11:08 +00:00
"running": 4,
2026-09-19 12:28:52 +00:00
"selectionWeight": 0.04774293510163691,
2026-09-19 03:00:50 +00:00
"stale": false,
2026-09-19 10:28:43 +00:00
"submissionEligible": false,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 72.66666666666667,
"waiting": 11144
2026-09-19 03:00:50 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 109.21038961038961,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-19 10:28:43 +00:00
"qualityFactor": 0.05,
2026-09-19 12:28:52 +00:00
"queueFactor": 1.0047439425396598,
"queueWeight": 1.0047439425396598,
2026-09-19 12:06:37 +00:00
"recentSuccess": 30,
2026-09-19 12:28:52 +00:00
"recentSuccessRate": 0.025974025974025976,
"recentTerminal": 1155,
"recentWilsonLowerBound": 0.01825363327833703,
2026-09-19 12:18:53 +00:00
"running": 4,
2026-09-19 12:28:52 +00:00
"selectionWeight": 0.05023719712698299,
2026-09-19 03:00:50 +00:00
"stale": false,
2026-09-19 10:28:43 +00:00
"submissionEligible": false,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 192.5,
"waiting": 21023
2026-09-19 03:00:50 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 6334.0,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-19 10:28:43 +00:00
"qualityFactor": 2.5,
"queueFactor": 0.7,
"queueWeight": 0.7,
2026-09-19 12:28:52 +00:00
"recentSuccess": 8,
"recentSuccessRate": 0.5333333333333333,
"recentTerminal": 15,
"recentWilsonLowerBound": 0.3011663015105079,
2026-09-19 07:27:43 +00:00
"running": 2,
2026-09-19 10:28:43 +00:00
"selectionWeight": 1.75,
2026-09-19 03:00:50 +00:00
"stale": false,
"submissionEligible": false,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 2.5,
"waiting": 15835
2026-09-19 03:00:50 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 71.85365853658536,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-19 10:28:43 +00:00
"qualityFactor": 0.05,
2026-09-19 12:28:52 +00:00
"queueFactor": 1.0698617411199864,
"queueWeight": 1.0698617411199864,
"recentSuccess": 5,
"recentSuccessRate": 0.004355400696864111,
"recentTerminal": 1148,
"recentWilsonLowerBound": 0.0018617309374071597,
2026-09-19 12:18:53 +00:00
"running": 16,
2026-09-19 12:28:52 +00:00
"selectionWeight": 0.053493087055999325,
2026-09-19 03:00:50 +00:00
"stale": false,
2026-09-19 10:28:43 +00:00
"submissionEligible": false,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 191.33333333333334,
2026-09-19 12:18:53 +00:00
"waiting": 13748
2026-09-19 03:00:50 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-19 12:28:52 +00:00
"backlogHours": 68.11294117647058,
2026-09-19 03:00:50 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-19 10:28:43 +00:00
"qualityFactor": 0.05,
2026-09-19 12:28:52 +00:00
"queueFactor": 1.0784761490850823,
"queueWeight": 1.0784761490850823,
"recentSuccess": 24,
"recentSuccessRate": 0.018823529411764704,
"recentTerminal": 1275,
"recentWilsonLowerBound": 0.012681465329042215,
2026-09-19 12:18:53 +00:00
"running": 6,
2026-09-19 12:28:52 +00:00
"selectionWeight": 0.05392380745425412,
2026-09-19 03:00:50 +00:00
"stale": false,
2026-09-19 10:28:43 +00:00
"submissionEligible": false,
2026-09-19 12:28:52 +00:00
"throughputPerHour": 212.5,
"waiting": 14474
2026-09-19 03:00:50 +00:00
}
},
2026-09-19 12:28:52 +00:00
"queueAttemptedAt": "2026-09-19T12:27:31.472692+00:00",
2026-09-19 03:00:50 +00:00
"queueError": null,
2026-09-19 12:28:52 +00:00
"queueUpdatedAt": "2026-09-19T12:27:31.472692+00:00",
2026-09-19 03:00:50 +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
}