739 lines
23 KiB
JSON
739 lines
23 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-21T06:14:12.381815+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-21T05:35:45.861214+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43736,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22012,
|
|
"successRate": 0.5032924821657216,
|
|
"wilsonLowerBound": 0.4986064543901345
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58264,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15548,
|
|
"successRate": 0.26685431827543593,
|
|
"wilsonLowerBound": 0.2632781732778643
|
|
},
|
|
"vllm_0.23.0": {
|
|
"framework": "vllm_0.23.0",
|
|
"modelCount": 1,
|
|
"officialConfigError": "framework_mismatch",
|
|
"officialConfigValid": false,
|
|
"successCount": 1,
|
|
"successRate": 1.0,
|
|
"wilsonLowerBound": 0.20654329147389294
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 5375,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1716,
|
|
"successRate": 0.3192558139534884,
|
|
"wilsonLowerBound": 0.3069255239072819
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38723,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18536,
|
|
"successRate": 0.47868192030576145,
|
|
"wilsonLowerBound": 0.4737086696591634
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40636,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11108,
|
|
"successRate": 0.27335367654296683,
|
|
"wilsonLowerBound": 0.26904189454534666
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14314,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5920,
|
|
"successRate": 0.41358110940338133,
|
|
"wilsonLowerBound": 0.4055374569198795
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26788,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3291,
|
|
"successRate": 0.12285351649992533,
|
|
"wilsonLowerBound": 0.11897638892323402
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16523,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10143436421957272,
|
|
"wilsonLowerBound": 0.09692320816306216
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17587,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6768,
|
|
"successRate": 0.38482970375845793,
|
|
"wilsonLowerBound": 0.37766454908223046
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24828,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3809,
|
|
"successRate": 0.15341549863057838,
|
|
"wilsonLowerBound": 0.14898628499581715
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 8123,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 544,
|
|
"successRate": 0.066970331158439,
|
|
"wilsonLowerBound": 0.061736366111672984
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 55545,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13962,
|
|
"successRate": 0.2513637591142317,
|
|
"wilsonLowerBound": 0.24777342155765533
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25407,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3254,
|
|
"successRate": 0.12807493997717165,
|
|
"wilsonLowerBound": 0.12402195241593497
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87129,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.1121555394874267,
|
|
"wilsonLowerBound": 0.1100772803468428
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 49576,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5680,
|
|
"successRate": 0.11457156688720349,
|
|
"wilsonLowerBound": 0.1117976551711679
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52056,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3803,
|
|
"successRate": 0.07305593975718457,
|
|
"wilsonLowerBound": 0.07085180257554549
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95041,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23972,
|
|
"successRate": 0.25222798581664757,
|
|
"wilsonLowerBound": 0.24947694016415686
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 149,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5681,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10385495511353635,
|
|
"wilsonLowerBound": 0.0961876547107571
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112917,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16539,
|
|
"successRate": 0.14647041632349425,
|
|
"wilsonLowerBound": 0.1444201016721459
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 312,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.003205128205128205,
|
|
"wilsonLowerBound": 0.0005659935005814385
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25897,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4174,
|
|
"successRate": 0.1611769703054408,
|
|
"wilsonLowerBound": 0.15674892475249
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44368,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5727,
|
|
"successRate": 0.1290795167688424,
|
|
"wilsonLowerBound": 0.12599171146706045
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8492,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 819,
|
|
"successRate": 0.09644371172868582,
|
|
"wilsonLowerBound": 0.09034631651909467
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35728,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7194,
|
|
"successRate": 0.20135467980295566,
|
|
"wilsonLowerBound": 0.19722864725509875
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61566,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.20189715102491634,
|
|
"wilsonLowerBound": 0.19874491293207971
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18565,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5262,
|
|
"successRate": 0.2834365741987611,
|
|
"wilsonLowerBound": 0.27699907511120403
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16268,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3931,
|
|
"successRate": 0.2416400295057782,
|
|
"wilsonLowerBound": 0.23512325772067197
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69677,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19155,
|
|
"successRate": 0.27491137678143435,
|
|
"wilsonLowerBound": 0.27160870386575114
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1731,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1024,
|
|
"successRate": 0.5915655690352397,
|
|
"wilsonLowerBound": 0.5682312193763669
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48627,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4468710798527567,
|
|
"wilsonLowerBound": 0.44245647335192295
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41253,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5243,
|
|
"successRate": 0.1270937871185126,
|
|
"wilsonLowerBound": 0.12391426203465632
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1252,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.03052949594530132,
|
|
"wilsonLowerBound": 0.026555749965692398
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10114,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07573660272889064,
|
|
"wilsonLowerBound": 0.07073976685401544
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7846,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3450,
|
|
"successRate": 0.4397145042059648,
|
|
"wilsonLowerBound": 0.42876362939267526
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7433,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.0329611193327055,
|
|
"wilsonLowerBound": 0.02913746388780375
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19775,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5615,
|
|
"successRate": 0.28394437420986096,
|
|
"wilsonLowerBound": 0.2777020608738731
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29139,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14917,
|
|
"successRate": 0.5119255979958132,
|
|
"wilsonLowerBound": 0.5061850212950646
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68519,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7409,
|
|
"successRate": 0.10813059151476233,
|
|
"wilsonLowerBound": 0.10582724107597197
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14346,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2566,
|
|
"successRate": 0.17886518890283007,
|
|
"wilsonLowerBound": 0.17268006359000113
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-21T06:17:42.297502+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1041.9018404907974,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.1386311031685397,
|
|
"queueFactor": 1.0101923890171156,
|
|
"queueWeight": 1.0101923890171156,
|
|
"recentSuccess": 52,
|
|
"recentSuccessRate": 0.31901840490797545,
|
|
"recentTerminal": 163,
|
|
"recentWilsonLowerBound": 0.2523368672867388,
|
|
"running": 8,
|
|
"selectionWeight": 2.1604288633361364,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.166666666666668,
|
|
"waiting": 28305
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1440.9264705882351,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9622365293011771,
|
|
"queueWeight": 0.9622365293011771,
|
|
"recentSuccess": 47,
|
|
"recentSuccessRate": 0.34558823529411764,
|
|
"recentTerminal": 136,
|
|
"recentWilsonLowerBound": 0.2708948608823105,
|
|
"running": 8,
|
|
"selectionWeight": 2.405591323252943,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.666666666666668,
|
|
"waiting": 32661
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1114.7755102040817,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3526826651361813,
|
|
"queueFactor": 1.0,
|
|
"queueWeight": 1.0,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.17346938775510204,
|
|
"recentTerminal": 98,
|
|
"recentWilsonLowerBound": 0.11122039941721076,
|
|
"running": 7,
|
|
"selectionWeight": 0.3526826651361813,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.333333333333332,
|
|
"waiting": 18208
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 361.4634146341464,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6516418603932717,
|
|
"queueFactor": 1.1840456888827122,
|
|
"queueWeight": 1.1840456888827122,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.20121951219512196,
|
|
"recentTerminal": 164,
|
|
"recentWilsonLowerBound": 0.14702038949834256,
|
|
"running": 7,
|
|
"selectionWeight": 0.7715737354941635,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.333333333333332,
|
|
"waiting": 9880
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 68.94193548387098,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.06129032258064516,
|
|
"recentTerminal": 310,
|
|
"recentWilsonLowerBound": 0.039584850735690826,
|
|
"running": 18,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 51.666666666666664,
|
|
"waiting": 3562
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 388.22400000000005,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.1714284191589481,
|
|
"queueWeight": 1.1714284191589481,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.056,
|
|
"recentTerminal": 125,
|
|
"recentWilsonLowerBound": 0.027387876776358035,
|
|
"running": 6,
|
|
"selectionWeight": 0.05857142095794741,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 20.833333333333332,
|
|
"waiting": 8088
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2428.95,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.6024699807529563,
|
|
"queueFactor": 0.8897445299105359,
|
|
"queueWeight": 0.8897445299105359,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 40,
|
|
"recentWilsonLowerBound": 0.14186967895549518,
|
|
"running": 2,
|
|
"selectionWeight": 0.5360443698102487,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.666666666666667,
|
|
"waiting": 16193
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 395.17241379310343,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.7309717155808236,
|
|
"queueFactor": 1.1683154500976773,
|
|
"queueWeight": 1.1683154500976773,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.21379310344827587,
|
|
"recentTerminal": 145,
|
|
"recentWilsonLowerBound": 0.15490148025035644,
|
|
"running": 8,
|
|
"selectionWeight": 0.8540055488974814,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.166666666666668,
|
|
"waiting": 9550
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 689.9411764705883,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.9189170864168174,
|
|
"queueFactor": 1.074623424859101,
|
|
"queueWeight": 1.074623424859101,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.24509803921568626,
|
|
"recentTerminal": 102,
|
|
"recentWilsonLowerBound": 0.17188040381978262,
|
|
"running": 4,
|
|
"selectionWeight": 0.9874898265667866,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.0,
|
|
"waiting": 11729
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2860.6909090909094,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.49257130526158205,
|
|
"queueFactor": 0.8681753934358287,
|
|
"queueWeight": 0.8681753934358287,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.21818181818181817,
|
|
"recentTerminal": 55,
|
|
"recentWilsonLowerBound": 0.12945897827653216,
|
|
"running": 4,
|
|
"selectionWeight": 0.42763828674067367,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.166666666666666,
|
|
"waiting": 26223
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3184.6285714285714,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.2817170901110307,
|
|
"queueFactor": 0.8543174846907281,
|
|
"queueWeight": 0.8543174846907281,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.2,
|
|
"recentTerminal": 35,
|
|
"recentWilsonLowerBound": 0.10042319445900805,
|
|
"running": 2,
|
|
"selectionWeight": 0.24067583581804694,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.833333333333333,
|
|
"waiting": 18577
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1826.1639344262296,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.050236058012309154,
|
|
"queueFactor": 0.9286394916595447,
|
|
"queueWeight": 0.9286394916595447,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.09836065573770492,
|
|
"recentTerminal": 61,
|
|
"recentWilsonLowerBound": 0.04586395136730972,
|
|
"running": 16,
|
|
"selectionWeight": 0.04665118737553017,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 10.166666666666666,
|
|
"waiting": 18566
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1569.063829787234,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.6912606229855055,
|
|
"queueFactor": 0.9500184097060035,
|
|
"queueWeight": 0.9500184097060035,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.22340425531914893,
|
|
"recentTerminal": 94,
|
|
"recentWilsonLowerBound": 0.15101805114456934,
|
|
"running": 6,
|
|
"selectionWeight": 0.6567103177410711,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.666666666666666,
|
|
"waiting": 24582
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-21T06:08:25.774549+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-21T06:08:25.774549+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b3",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|