Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-13 16:14:45 +00:00
{
2026-09-14 01:11:26 +00:00
"communityAttemptedAt": "2026-09-14T01:09:45.674972+00:00",
2026-09-13 16:14:45 +00:00
"communityError": null,
"communitySample": {},
2026-09-14 01:11:26 +00:00
"communityUpdatedAt": "2026-09-14T01:09:45.674972+00:00",
2026-09-14 00:50:55 +00:00
"frameworkAttemptedAt": "2026-09-14T00:48:25.530539+00:00",
2026-09-13 16:14:45 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-14 00:50:55 +00:00
"modelCount": 38854,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 18659,
"successRate": 0.48023369537241983,
"wilsonLowerBound": 0.47526804352184665
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-14 00:50:55 +00:00
"modelCount": 51483,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 14509,
"successRate": 0.28182118369170406,
"wilsonLowerBound": 0.27795135469357496
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-14 00:50:55 +00:00
"modelCount": 2128,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 569,
"successRate": 0.2673872180451128,
"wilsonLowerBound": 0.24901347013832695
2026-09-13 16:14:45 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-14 00:50:55 +00:00
"modelCount": 31994,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 13911,
"successRate": 0.43480027505157215,
"wilsonLowerBound": 0.4293763242503954
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-14 00:50:55 +00:00
"modelCount": 37025,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 10558,
"successRate": 0.2851586765698852,
"wilsonLowerBound": 0.280582221578323
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-14 00:50:55 +00:00
"modelCount": 7718,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 3415,
"successRate": 0.4424721430422389,
"wilsonLowerBound": 0.4314224577375905
2026-09-13 16:14:45 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-14 00:50:55 +00:00
"modelCount": 63849,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 12066,
"successRate": 0.18897711788751587,
"wilsonLowerBound": 0.18595917567015613
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-14 00:50:55 +00:00
"modelCount": 15774,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 3178,
"successRate": 0.20147077469253202,
"wilsonLowerBound": 0.1952843448410917
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-14 00:50:55 +00:00
"modelCount": 5544,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 45,
2026-09-14 00:50:55 +00:00
"successRate": 0.008116883116883116,
"wilsonLowerBound": 0.00607192209061204
2026-09-13 16:14:45 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-14 00:50:55 +00:00
"modelCount": 26044,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 3200,
2026-09-14 00:50:55 +00:00
"successRate": 0.12286899093841191,
"wilsonLowerBound": 0.11893743118439545
2026-09-13 16:14:45 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-09-13 18:48:42 +00:00
"modelCount": 16458,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
2026-09-13 18:48:42 +00:00
"successRate": 0.10159193097581723,
"wilsonLowerBound": 0.09706884551454699
2026-09-13 16:14:45 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-14 00:50:55 +00:00
"modelCount": 10132,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 4337,
"successRate": 0.4280497433872878,
"wilsonLowerBound": 0.418444177627887
2026-09-13 16:14:45 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-14 00:50:55 +00:00
"modelCount": 24076,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 3778,
"successRate": 0.15691975411197873,
"wilsonLowerBound": 0.1523800396994143
2026-09-13 16:14:45 +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",
2026-09-14 00:50:55 +00:00
"modelCount": 40816,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 10298,
"successRate": 0.2523030184241474,
"wilsonLowerBound": 0.2481127508845931
2026-09-13 16:14:45 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-14 00:50:55 +00:00
"modelCount": 22991,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 3037,
"successRate": 0.13209516767430735,
"wilsonLowerBound": 0.1277797656296103
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-14 00:50:55 +00:00
"modelCount": 86528,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 9763,
"successRate": 0.11283052884615384,
"wilsonLowerBound": 0.1107395788168027
2026-09-13 16:14:45 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-14 00:50:55 +00:00
"modelCount": 39205,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 4810,
"successRate": 0.12268843259788292,
"wilsonLowerBound": 0.11947773791875997
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-14 00:50:55 +00:00
"modelCount": 28391,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 3305,
"successRate": 0.11641012997076539,
"wilsonLowerBound": 0.11273125115118497
2026-09-13 16:14:45 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-14 00:50:55 +00:00
"modelCount": 87836,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 20561,
"successRate": 0.23408397468008563,
"wilsonLowerBound": 0.23129539517636596
2026-09-13 16:14:45 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-14 00:50:55 +00:00
"modelCount": 5098,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
2026-09-14 00:50:55 +00:00
"successRate": 0.11023930953315025,
"wilsonLowerBound": 0.1019337417155715
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 112460,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16504,
2026-09-13 18:48:42 +00:00
"successRate": 0.14675440156500089,
"wilsonLowerBound": 0.1446982818789601
2026-09-13 16:14:45 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-14 00:50:55 +00:00
"modelCount": 15957,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 3266,
"successRate": 0.2046750642351319,
"wilsonLowerBound": 0.19848633868286808
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-14 00:50:55 +00:00
"modelCount": 42654,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 5551,
"successRate": 0.13014019787124304,
"wilsonLowerBound": 0.1269804199464859
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-14 00:50:55 +00:00
"modelCount": 6266,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 488,
"successRate": 0.07788062559846792,
"wilsonLowerBound": 0.07150082417306285
2026-09-13 16:14:45 +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",
2026-09-14 00:50:55 +00:00
"modelCount": 30410,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 5285,
"successRate": 0.1737915159487011,
"wilsonLowerBound": 0.16957379585535093
2026-09-13 16:14:45 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-14 00:50:55 +00:00
"modelCount": 60773,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 12381,
"successRate": 0.2037253385549504,
"wilsonLowerBound": 0.2005418659115495
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-14 00:50:55 +00:00
"modelCount": 6620,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 1967,
"successRate": 0.2971299093655589,
"wilsonLowerBound": 0.2862413864072825
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-14 00:50:55 +00:00
"modelCount": 12074,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 3158,
"successRate": 0.2615537518635084,
"wilsonLowerBound": 0.2537912984995655
2026-09-13 16:14:45 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-14 00:50:55 +00:00
"modelCount": 59328,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 16166,
"successRate": 0.272485167206041,
"wilsonLowerBound": 0.26891721687910547
2026-09-13 16:14:45 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-14 00:50:55 +00:00
"modelCount": 46136,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 20081,
"successRate": 0.43525663256459163,
"wilsonLowerBound": 0.4307380855707365
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-14 00:50:55 +00:00
"modelCount": 35823,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 3147,
"successRate": 0.0878485888954024,
"wilsonLowerBound": 0.08496120074206963
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-14 00:50:55 +00:00
"modelCount": 304,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
2026-09-13 18:48:42 +00:00
"modelCount": 6276,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
2026-09-13 18:48:42 +00:00
"successRate": 0.030592734225621414,
"wilsonLowerBound": 0.026610861971840757
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 10010,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 733,
2026-09-13 18:48:42 +00:00
"successRate": 0.07322677322677322,
"wilsonLowerBound": 0.06828543573281327
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-14 00:50:55 +00:00
"modelCount": 5620,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 2360,
"successRate": 0.4199288256227758,
"wilsonLowerBound": 0.4070840499610327
2026-09-13 16:14:45 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 7368,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
2026-09-13 18:48:42 +00:00
"successRate": 0.03189467969598263,
"wilsonLowerBound": 0.028119876473318692
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-14 00:50:55 +00:00
"modelCount": 10737,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 3659,
"successRate": 0.34078420415386046,
"wilsonLowerBound": 0.3318772041786182
2026-09-13 16:14:45 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-14 00:50:55 +00:00
"modelCount": 26042,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 13164,
"successRate": 0.5054911297135397,
"wilsonLowerBound": 0.4994183348017509
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-14 00:50:55 +00:00
"modelCount": 60986,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 5980,
"successRate": 0.09805529137834913,
"wilsonLowerBound": 0.09572025143279443
2026-09-13 16:14:45 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-14 00:50:55 +00:00
"modelCount": 12250,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-14 00:50:55 +00:00
"successCount": 1730,
"successRate": 0.14122448979591837,
"wilsonLowerBound": 0.13516978100148383
2026-09-13 16:14:45 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-14 01:24:39 +00:00
"generatedAt": "2026-09-14T01:22:47.765969+00:00",
2026-09-13 16:14:45 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 941.6375838926175,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-14 01:24:39 +00:00
"qualityFactor": 2.059775918218936,
"queueFactor": 0.9958169283836035,
"queueWeight": 0.9958169283836035,
2026-09-14 01:14:41 +00:00
"recentSuccess": 51,
2026-09-14 01:24:39 +00:00
"recentSuccessRate": 0.3422818791946309,
"recentTerminal": 149,
"recentWilsonLowerBound": 0.27091927381871844,
2026-09-14 00:50:55 +00:00
"running": 8,
2026-09-14 01:24:39 +00:00
"selectionWeight": 2.0511597280392975,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 24.833333333333332,
"waiting": 23384
2026-09-13 16:14:45 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 1238.4179104477612,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-13 22:39:37 +00:00
"qualityFactor": 2.5,
2026-09-14 01:24:39 +00:00
"queueFactor": 0.9557228924333635,
"queueWeight": 0.9557228924333635,
"recentSuccess": 50,
"recentSuccessRate": 0.373134328358209,
"recentTerminal": 134,
"recentWilsonLowerBound": 0.29585320691015,
2026-09-14 00:50:55 +00:00
"running": 8,
2026-09-14 01:24:39 +00:00
"selectionWeight": 2.389307231083409,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 22.333333333333332,
2026-09-14 01:14:41 +00:00
"waiting": 27658
2026-09-13 16:14:45 +00:00
},
"Biren_166m": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 129.83561643835617,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-14 01:24:39 +00:00
"qualityFactor": 0.40331855314083176,
2026-09-13 19:46:22 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-14 01:24:39 +00:00
"recentSuccess": 38,
"recentSuccessRate": 0.1735159817351598,
"recentTerminal": 219,
"recentWilsonLowerBound": 0.12910517215371034,
2026-09-14 00:38:48 +00:00
"running": 8,
2026-09-14 01:24:39 +00:00
"selectionWeight": 0.5243141190830813,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 36.5,
"waiting": 4739
2026-09-13 16:14:45 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 1152.2307692307693,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-14 01:24:39 +00:00
"qualityFactor": 0.5713820421246292,
"queueFactor": 0.9661201768012931,
"queueWeight": 0.9661201768012931,
"recentSuccess": 18,
"recentSuccessRate": 0.23076923076923078,
"recentTerminal": 78,
"recentWilsonLowerBound": 0.15125388693827768,
2026-09-14 00:03:09 +00:00
"running": 7,
2026-09-14 01:24:39 +00:00
"selectionWeight": 0.5520237195585307,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 13.0,
"waiting": 14979
2026-09-13 16:14:45 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 511.6261682242991,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-14 01:24:39 +00:00
"qualityFactor": 0.5424334361786818,
"queueFactor": 1.091237193686712,
"queueWeight": 1.091237193686712,
"recentSuccess": 23,
"recentSuccessRate": 0.21495327102803738,
2026-09-14 01:14:41 +00:00
"recentTerminal": 107,
2026-09-14 01:24:39 +00:00
"recentWilsonLowerBound": 0.14772120660505175,
2026-09-14 00:26:49 +00:00
"running": 7,
2026-09-14 01:24:39 +00:00
"selectionWeight": 0.5919235406574649,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:14:41 +00:00
"throughputPerHour": 17.833333333333332,
2026-09-14 01:24:39 +00:00
"waiting": 9124
2026-09-13 16:14:45 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 46.358662613981764,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-14 01:14:41 +00:00
"recentSuccess": 9,
2026-09-14 01:24:39 +00:00
"recentSuccessRate": 0.02735562310030395,
"recentTerminal": 329,
"recentWilsonLowerBound": 0.014457172294393179,
"running": 19,
2026-09-13 16:14:45 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 54.833333333333336,
"waiting": 2542
2026-09-13 16:14:45 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 237.14018691588785,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-14 01:24:39 +00:00
"qualityFactor": 0.09011421954420187,
"queueFactor": 1.2246480597304008,
"queueWeight": 1.2246480597304008,
"recentSuccess": 12,
"recentSuccessRate": 0.11214953271028037,
"recentTerminal": 107,
"recentWilsonLowerBound": 0.06532817353470437,
2026-09-14 01:14:41 +00:00
"running": 3,
2026-09-14 01:24:39 +00:00
"selectionWeight": 0.11035820411892619,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 17.833333333333332,
"waiting": 4229
2026-09-13 16:14:45 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 1903.8367346938776,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-14 01:24:39 +00:00
"qualityFactor": 1.000918808838496,
"queueFactor": 0.8960198214586392,
"queueWeight": 0.8960198214586392,
2026-09-14 01:14:41 +00:00
"recentSuccess": 15,
2026-09-14 01:24:39 +00:00
"recentSuccessRate": 0.30612244897959184,
"recentTerminal": 49,
"recentWilsonLowerBound": 0.1951532349314748,
2026-09-14 00:38:48 +00:00
"running": 2,
2026-09-14 01:24:39 +00:00
"selectionWeight": 0.896843092390063,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 8.166666666666666,
"waiting": 15548
2026-09-13 16:14:45 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 889.7368421052632,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-14 01:24:39 +00:00
"qualityFactor": 0.6063392227637276,
"queueFactor": 1.0043216766049485,
"queueWeight": 1.0043216766049485,
"recentSuccess": 18,
"recentSuccessRate": 0.23684210526315788,
"recentTerminal": 76,
"recentWilsonLowerBound": 0.15539206970596958,
2026-09-14 00:14:42 +00:00
"running": 7,
2026-09-14 01:24:39 +00:00
"selectionWeight": 0.6089596247974083,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 12.666666666666666,
"waiting": 11270
2026-09-13 16:14:45 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 795.448275862069,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-14 01:24:39 +00:00
"qualityFactor": 1.0898962499671325,
"queueFactor": 1.021339858093798,
"queueWeight": 1.021339858093798,
"recentSuccess": 25,
"recentSuccessRate": 0.28735632183908044,
"recentTerminal": 87,
"recentWilsonLowerBound": 0.20285593236614669,
2026-09-14 00:26:49 +00:00
"running": 4,
2026-09-14 01:24:39 +00:00
"selectionWeight": 1.1131544812783938,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 14.5,
"waiting": 11534
2026-09-13 16:14:45 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 1706.5822784810127,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-14 01:24:39 +00:00
"qualityFactor": 2.226284190719517,
"queueFactor": 0.9108418730585892,
"queueWeight": 0.9108418730585892,
2026-09-14 01:14:41 +00:00
"recentSuccess": 30,
2026-09-14 01:24:39 +00:00
"recentSuccessRate": 0.379746835443038,
"recentTerminal": 79,
"recentWilsonLowerBound": 0.2806633094697355,
2026-09-14 00:38:48 +00:00
"running": 4,
2026-09-14 01:24:39 +00:00
"selectionWeight": 2.0277928622356907,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 13.166666666666666,
"waiting": 22470
2026-09-13 16:14:45 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 2827.935483870968,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-14 01:24:39 +00:00
"qualityFactor": 0.45969003890682136,
"queueFactor": 0.8443872128164236,
"queueWeight": 0.8443872128164236,
2026-09-14 01:14:41 +00:00
"recentSuccess": 8,
2026-09-14 01:24:39 +00:00
"recentSuccessRate": 0.25806451612903225,
"recentTerminal": 31,
"recentWilsonLowerBound": 0.1370154373686976,
2026-09-13 17:53:12 +00:00
"running": 2,
2026-09-14 01:24:39 +00:00
"selectionWeight": 0.3881563907120042,
2026-09-13 16:14:45 +00:00
"stale": false,
2026-09-13 21:05:47 +00:00
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 5.166666666666667,
"waiting": 14611
2026-09-13 16:14:45 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 1018.1917808219179,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-14 01:24:39 +00:00
"qualityFactor": 0.7719570852867917,
"queueFactor": 0.9842096851165094,
"queueWeight": 0.9842096851165094,
2026-09-14 01:02:29 +00:00
"recentSuccess": 19,
2026-09-14 01:24:39 +00:00
"recentSuccessRate": 0.2602739726027397,
"recentTerminal": 73,
"recentWilsonLowerBound": 0.17342050231153916,
2026-09-14 00:26:49 +00:00
"running": 16,
2026-09-14 01:24:39 +00:00
"selectionWeight": 0.7597676398335717,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 12.166666666666666,
"waiting": 12388
2026-09-13 16:14:45 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-14 01:24:39 +00:00
"backlogHours": 608.0512820512821,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-14 01:24:39 +00:00
"qualityFactor": 1.5628211735433983,
"queueFactor": 1.0633372822026352,
"queueWeight": 1.0633372822026352,
"recentSuccess": 37,
"recentSuccessRate": 0.3162393162393162,
"recentTerminal": 117,
"recentWilsonLowerBound": 0.2389654111226082,
2026-09-14 00:38:48 +00:00
"running": 6,
2026-09-14 01:24:39 +00:00
"selectionWeight": 1.6618060192443702,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-14 01:24:39 +00:00
"throughputPerHour": 19.5,
"waiting": 11857
2026-09-13 16:14:45 +00:00
}
},
2026-09-14 01:24:39 +00:00
"queueAttemptedAt": "2026-09-14T01:22:47.765969+00:00",
2026-09-13 16:14:45 +00:00
"queueError": null,
2026-09-14 01:24:39 +00:00
"queueUpdatedAt": "2026-09-14T01:22:47.765969+00:00",
2026-09-13 16:14:45 +00:00
"supportedGpus": [
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Cambricon_mlu-370-x4",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"Ascend_910-b3",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Iluvatar_bi-100",
"Biren_166m",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}