Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-10 14:20:31 +00:00
{
2026-09-10 19:23:34 +00:00
"communityAttemptedAt": "2026-09-10T19:20:54.121441+00:00",
2026-09-10 14:20:31 +00:00
"communityError": null,
"communitySample": {},
2026-09-10 19:23:34 +00:00
"communityUpdatedAt": "2026-09-10T19:20:54.121441+00:00",
2026-09-10 15:29:43 +00:00
"frameworkAttemptedAt": "2026-09-10T15:27:32.924657+00:00",
2026-09-10 14:20:31 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 15:29:43 +00:00
"modelCount": 38338,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 18295,
"successRate": 0.47720277531430955,
"wilsonLowerBound": 0.47220543078048205
2026-09-10 14:20:31 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 15:29:43 +00:00
"modelCount": 50568,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 14328,
"successRate": 0.28334124347413386,
"wilsonLowerBound": 0.27943019786424367
2026-09-10 14:20:31 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 15:29:43 +00:00
"modelCount": 1789,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 449,
"successRate": 0.2509782001117943,
"wilsonLowerBound": 0.23143456102944407
2026-09-10 14:20:31 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 15:29:43 +00:00
"modelCount": 31416,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 13521,
"successRate": 0.43038579067990834,
"wilsonLowerBound": 0.42491943017841394
2026-09-10 14:20:31 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 15:29:43 +00:00
"modelCount": 36525,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 10442,
"successRate": 0.285886379192334,
"wilsonLowerBound": 0.28127524230104706
2026-09-10 14:20:31 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 15:29:43 +00:00
"modelCount": 6968,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 3199,
"successRate": 0.4590987370838117,
"wilsonLowerBound": 0.4474237173995597
2026-09-10 14:20:31 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-10 15:29:43 +00:00
"modelCount": 63793,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12060,
2026-09-10 15:29:43 +00:00
"successRate": 0.18904895521452197,
"wilsonLowerBound": 0.18602924981833124
2026-09-10 14:20:31 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 15:29:43 +00:00
"modelCount": 13844,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 2735,
"successRate": 0.19755850910141579,
"wilsonLowerBound": 0.1910102609114936
2026-09-10 14:20:31 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 15:29:43 +00:00
"modelCount": 5151,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 37,
"successRate": 0.007183071248301301,
"wilsonLowerBound": 0.005215910778690411
2026-09-10 14:20:31 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-10 15:29:43 +00:00
"modelCount": 25961,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 3187,
"successRate": 0.12276106467393398,
"wilsonLowerBound": 0.11882483798483397
2026-09-10 14:20:31 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16452,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
"successRate": 0.10162898127887186,
"wilsonLowerBound": 0.09710433315414777
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-10 15:29:43 +00:00
"modelCount": 9407,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 4084,
"successRate": 0.43414478579781013,
"wilsonLowerBound": 0.4241575354389301
2026-09-10 14:20:31 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-10 15:29:43 +00:00
"modelCount": 24030,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3770,
2026-09-10 15:29:43 +00:00
"successRate": 0.15688722430295465,
"wilsonLowerBound": 0.1523436123834872
2026-09-10 14:20:31 +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",
2026-09-10 15:29:43 +00:00
"modelCount": 39427,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 9945,
"successRate": 0.25223831384584167,
"wilsonLowerBound": 0.24797566376420394
2026-09-10 14:20:31 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-10 15:29:43 +00:00
"modelCount": 22915,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3026,
2026-09-10 15:29:43 +00:00
"successRate": 0.1320532402356535,
"wilsonLowerBound": 0.12773138638590842
2026-09-10 14:20:31 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 15:29:43 +00:00
"modelCount": 86485,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
2026-09-10 15:29:43 +00:00
"successRate": 0.11287506504018038,
"wilsonLowerBound": 0.11078323440993057
2026-09-10 14:20:31 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-10 15:29:43 +00:00
"modelCount": 38614,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4738,
2026-09-10 15:29:43 +00:00
"successRate": 0.12270161081473041,
"wilsonLowerBound": 0.11946656975844437
2026-09-10 14:20:31 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 15:29:43 +00:00
"modelCount": 26133,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 3213,
"successRate": 0.12294799678567328,
"wilsonLowerBound": 0.11902193180839078
2026-09-10 14:20:31 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 87397,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 20307,
"successRate": 0.23235351327848783,
"wilsonLowerBound": 0.22956528173891405
},
"transformers": {
"framework": "transformers",
2026-09-10 15:29:43 +00:00
"modelCount": 5054,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
2026-09-10 15:29:43 +00:00
"successRate": 0.111199050257222,
"wilsonLowerBound": 0.10282517065480763
2026-09-10 14:20:31 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 15:29:43 +00:00
"modelCount": 112425,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16502,
2026-09-10 15:29:43 +00:00
"successRate": 0.14678229931065154,
"wilsonLowerBound": 0.14472569775049507
2026-09-10 14:20:31 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-10 15:29:43 +00:00
"modelCount": 15613,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 3188,
"successRate": 0.2041888170114648,
"wilsonLowerBound": 0.19793878702309592
2026-09-10 14:20:31 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 42431,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5510,
"successRate": 0.12985788692229738,
"wilsonLowerBound": 0.12669288448244376
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 15:29:43 +00:00
"modelCount": 6025,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 469,
2026-09-10 15:29:43 +00:00
"successRate": 0.07784232365145229,
"wilsonLowerBound": 0.07134281712711635
2026-09-10 14:20:31 +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",
2026-09-10 15:29:43 +00:00
"modelCount": 29865,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 5092,
"successRate": 0.17050058597019924,
"wilsonLowerBound": 0.16627776573653213
2026-09-10 14:20:31 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-10 15:29:43 +00:00
"modelCount": 60733,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 12376,
"successRate": 0.20377718867831326,
"wilsonLowerBound": 0.20059236750741152
2026-09-10 14:20:31 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 15:29:43 +00:00
"modelCount": 5978,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 1768,
"successRate": 0.29575108732017397,
"wilsonLowerBound": 0.28431600169064586
2026-09-10 14:20:31 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 15:29:43 +00:00
"modelCount": 11706,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 3073,
"successRate": 0.26251494959849647,
"wilsonLowerBound": 0.2546229223317426
2026-09-10 14:20:31 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-10 15:29:43 +00:00
"modelCount": 58155,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 15830,
"successRate": 0.2722035938440375,
"wilsonLowerBound": 0.26860117980036025
2026-09-10 14:20:31 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 15:29:43 +00:00
"modelCount": 45831,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 19877,
"successRate": 0.43370207937858657,
"wilsonLowerBound": 0.42917055264073056
2026-09-10 14:20:31 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 15:29:43 +00:00
"modelCount": 35052,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2968,
2026-09-10 15:29:43 +00:00
"successRate": 0.08467419833390391,
"wilsonLowerBound": 0.08180502284967742
2026-09-10 14:20:31 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 15:29:43 +00:00
"modelCount": 211,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
2026-09-10 15:29:43 +00:00
"wilsonLowerBound": 0.0
2026-09-10 14:20:31 +00:00
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6273,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030607364897178385,
"wilsonLowerBound": 0.02662361262856994
},
"vllm": {
"framework": "vllm",
"modelCount": 9997,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 728,
"successRate": 0.07282184655396619,
"wilsonLowerBound": 0.06789056951143375
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 15:29:43 +00:00
"modelCount": 5367,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 2248,
"successRate": 0.4188559716787777,
"wilsonLowerBound": 0.4057188914791776
2026-09-10 14:20:31 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7360,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.03192934782608696,
"wilsonLowerBound": 0.02815049734326355
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 15:29:43 +00:00
"modelCount": 9857,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 3390,
"successRate": 0.3439180277975043,
"wilsonLowerBound": 0.3346028962130698
2026-09-10 14:20:31 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 15:29:43 +00:00
"modelCount": 25585,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 12865,
"successRate": 0.5028336916161814,
"wilsonLowerBound": 0.4967070292687963
2026-09-10 14:20:31 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 15:29:43 +00:00
"modelCount": 60431,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 5864,
"successRate": 0.09703628932170574,
"wilsonLowerBound": 0.0947017509028485
2026-09-10 14:20:31 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-10 15:29:43 +00:00
"modelCount": 12006,
2026-09-10 14:20:31 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 15:29:43 +00:00
"successCount": 1628,
"successRate": 0.13559886723305015,
"wilsonLowerBound": 0.1295911942318147
2026-09-10 14:20:31 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-10 19:23:34 +00:00
"generatedAt": "2026-09-10T19:20:54.121441+00:00",
2026-09-10 14:20:31 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 1079.9538461538461,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 19:13:54 +00:00
"qualityFactor": 1.2203681686203012,
"queueFactor": 0.9560793372151364,
"queueWeight": 0.9560793372151364,
"recentSuccess": 55,
"recentSuccessRate": 0.4230769230769231,
"recentTerminal": 130,
"recentWilsonLowerBound": 0.34155499024701075,
2026-09-10 19:00:46 +00:00
"running": 8,
2026-09-10 19:13:54 +00:00
"selectionWeight": 1.1667687898129473,
2026-09-10 14:20:31 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 21.666666666666668,
2026-09-10 19:00:46 +00:00
"waiting": 23399
2026-09-10 14:20:31 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 1113.7297297297296,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 19:13:54 +00:00
"qualityFactor": 0.7444771381785896,
"queueFactor": 0.9516729816991998,
"queueWeight": 0.9516729816991998,
"recentSuccess": 51,
"recentSuccessRate": 0.34459459459459457,
"recentTerminal": 148,
"recentWilsonLowerBound": 0.2728332041114695,
2026-09-10 19:00:46 +00:00
"running": 8,
2026-09-10 19:13:54 +00:00
"selectionWeight": 0.7084987778973055,
2026-09-10 14:20:31 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 24.666666666666668,
"waiting": 27472
2026-09-10 14:20:31 +00:00
},
"Biren_166m": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 149.63934426229508,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 19:13:54 +00:00
"qualityFactor": 0.08810926056953293,
"queueFactor": 1.2860203537451698,
"queueWeight": 1.2860203537451698,
"recentSuccess": 27,
"recentSuccessRate": 0.14754098360655737,
"recentTerminal": 183,
"recentWilsonLowerBound": 0.10342152716176933,
2026-09-10 16:36:33 +00:00
"running": 8,
2026-09-10 19:13:54 +00:00
"selectionWeight": 0.11331030244585608,
2026-09-10 14:20:31 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 30.5,
"waiting": 4564
2026-09-10 14:20:31 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 897.9157894736842,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-10 19:13:54 +00:00
"qualityFactor": 0.07841449513492013,
"queueFactor": 0.9829227122694074,
"queueWeight": 0.9829227122694074,
"recentSuccess": 15,
"recentSuccessRate": 0.15789473684210525,
"recentTerminal": 95,
"recentWilsonLowerBound": 0.09808429823947339,
2026-09-10 15:39:27 +00:00
"running": 7,
2026-09-10 19:13:54 +00:00
"selectionWeight": 0.07707538823925195,
2026-09-10 14:20:31 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 15.833333333333334,
"waiting": 14217
2026-09-10 14:20:31 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 440.77685950413223,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-10 19:13:54 +00:00
"qualityFactor": 0.38129038965925444,
"queueFactor": 1.093633723382469,
"queueWeight": 1.093633723382469,
"recentSuccess": 33,
"recentSuccessRate": 0.2727272727272727,
"recentTerminal": 121,
"recentWilsonLowerBound": 0.20128358396584387,
2026-09-10 16:36:33 +00:00
"running": 7,
2026-09-10 19:13:54 +00:00
"selectionWeight": 0.4169920285330028,
2026-09-10 14:20:31 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 20.166666666666668,
2026-09-10 19:00:46 +00:00
"waiting": 8889
2026-09-10 14:20:31 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 99.27272727272728,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-10 19:13:54 +00:00
"recentSuccess": 9,
"recentSuccessRate": 0.06293706293706294,
"recentTerminal": 143,
"recentWilsonLowerBound": 0.03346110825773375,
"running": 5,
2026-09-10 14:20:31 +00:00
"selectionWeight": 0.065,
"stale": false,
2026-09-10 17:00:00 +00:00
"submissionEligible": false,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 23.833333333333332,
"waiting": 2366
2026-09-10 14:20:31 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 117.66153846153846,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-10 18:11:56 +00:00
"qualityFactor": 0.05,
2026-09-10 19:13:54 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-10 19:00:46 +00:00
"recentSuccess": 12,
2026-09-10 19:13:54 +00:00
"recentSuccessRate": 0.06153846153846154,
"recentTerminal": 195,
"recentWilsonLowerBound": 0.035549209700809103,
2026-09-10 19:00:46 +00:00
"running": 3,
2026-09-10 19:13:54 +00:00
"selectionWeight": 0.065,
2026-09-10 14:20:31 +00:00
"stale": false,
2026-09-10 19:13:54 +00:00
"submissionEligible": false,
"throughputPerHour": 32.5,
"waiting": 3824
2026-09-10 14:20:31 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 2229.714285714286,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-10 19:13:54 +00:00
"qualityFactor": 0.4191008133595272,
"queueFactor": 0.8575655557429834,
"queueWeight": 0.8575655557429834,
2026-09-10 18:47:33 +00:00
"recentSuccess": 14,
2026-09-10 19:13:54 +00:00
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 42,
"recentWilsonLowerBound": 0.21012280761972318,
2026-09-10 16:36:33 +00:00
"running": 2,
2026-09-10 19:13:54 +00:00
"selectionWeight": 0.3594064219209993,
2026-09-10 14:20:31 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 7.0,
"waiting": 15608
2026-09-10 14:20:31 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 703.0967741935484,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-10 19:13:54 +00:00
"qualityFactor": 0.2657469176080456,
"queueFactor": 1.0196531044618196,
"queueWeight": 1.0196531044618196,
"recentSuccess": 23,
"recentSuccessRate": 0.24731182795698925,
"recentTerminal": 93,
"recentWilsonLowerBound": 0.17082099814063503,
2026-09-10 19:00:46 +00:00
"running": 7,
2026-09-10 19:13:54 +00:00
"selectionWeight": 0.2709696695402031,
2026-09-10 14:20:31 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 15.5,
"waiting": 10898
2026-09-10 14:20:31 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 571.6,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-10 19:13:54 +00:00
"qualityFactor": 0.2066486882190846,
"queueFactor": 1.051818677911958,
"queueWeight": 1.051818677911958,
"recentSuccess": 26,
"recentSuccessRate": 0.21666666666666667,
"recentTerminal": 120,
"recentWilsonLowerBound": 0.15236622842757383,
2026-09-10 16:36:33 +00:00
"running": 4,
2026-09-10 19:13:54 +00:00
"selectionWeight": 0.217356950034838,
2026-09-10 14:20:31 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 20.0,
"waiting": 11432
2026-09-10 14:20:31 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 1447.5505617977528,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-10 19:13:54 +00:00
"qualityFactor": 0.15055055628329844,
"queueFactor": 0.9149758898714099,
"queueWeight": 0.9149758898714099,
"recentSuccess": 18,
"recentSuccessRate": 0.20224719101123595,
"recentTerminal": 89,
"recentWilsonLowerBound": 0.1319367734752211,
2026-09-10 18:47:33 +00:00
"running": 4,
2026-09-10 19:13:54 +00:00
"selectionWeight": 0.13775012920594676,
2026-09-10 14:20:31 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 14.833333333333334,
"waiting": 21472
2026-09-10 14:20:31 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 3898.636363636364,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-10 18:01:39 +00:00
"qualityFactor": 2.5,
2026-09-10 19:13:54 +00:00
"queueFactor": 0.7886200278661567,
"queueWeight": 0.7886200278661567,
2026-09-10 18:47:33 +00:00
"recentSuccess": 15,
2026-09-10 19:13:54 +00:00
"recentSuccessRate": 0.6818181818181818,
"recentTerminal": 22,
"recentWilsonLowerBound": 0.4731822278283934,
2026-09-10 14:20:31 +00:00
"running": 2,
2026-09-10 19:13:54 +00:00
"selectionWeight": 1.9715500696653918,
2026-09-10 14:20:31 +00:00
"stale": false,
2026-09-10 18:21:57 +00:00
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 3.6666666666666665,
"waiting": 14295
2026-09-10 14:20:31 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 1011.8360655737705,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-10 19:13:54 +00:00
"qualityFactor": 0.7924071466187198,
"queueFactor": 0.965468676940979,
"queueWeight": 0.965468676940979,
"recentSuccess": 24,
"recentSuccessRate": 0.39344262295081966,
"recentTerminal": 61,
"recentWilsonLowerBound": 0.28068166862043625,
2026-09-10 19:00:46 +00:00
"running": 16,
2026-09-10 19:13:54 +00:00
"selectionWeight": 0.7650442794445518,
2026-09-10 14:20:31 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 10.166666666666666,
"waiting": 10287
2026-09-10 14:20:31 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-10 19:13:54 +00:00
"backlogHours": 541.5625,
2026-09-10 14:20:31 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-10 19:13:54 +00:00
"qualityFactor": 1.1527521294942051,
"queueFactor": 1.0603699800235336,
"queueWeight": 1.0603699800235336,
"recentSuccess": 41,
"recentSuccessRate": 0.4270833333333333,
"recentTerminal": 96,
"recentWilsonLowerBound": 0.3328192137965024,
2026-09-10 15:39:27 +00:00
"running": 6,
2026-09-10 19:13:54 +00:00
"selectionWeight": 1.222343752523856,
2026-09-10 14:20:31 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 19:13:54 +00:00
"throughputPerHour": 16.0,
"waiting": 8665
2026-09-10 14:20:31 +00:00
}
},
2026-09-10 19:13:54 +00:00
"queueAttemptedAt": "2026-09-10T19:11:24.515163+00:00",
2026-09-10 14:20:31 +00:00
"queueError": null,
2026-09-10 19:13:54 +00:00
"queueUpdatedAt": "2026-09-10T19:11:24.515163+00:00",
2026-09-10 14:20:31 +00:00
"supportedGpus": [
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Cambricon_mlu-370-x4",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Ascend_910-b3",
"Iluvatar_bi-100",
"Biren_166m",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}