Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-11 08:14:11 +00:00
{
2026-09-11 16:49:09 +00:00
"communityAttemptedAt": "2026-09-11T16:45:25.201789+00:00",
2026-09-11 08:14:11 +00:00
"communityError": null,
"communitySample": {},
2026-09-11 16:49:09 +00:00
"communityUpdatedAt": "2026-09-11T16:45:25.201789+00:00",
2026-09-11 13:42:18 +00:00
"frameworkAttemptedAt": "2026-09-11T13:40:14.410581+00:00",
2026-09-11 08:14:11 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 13:42:18 +00:00
"modelCount": 38446,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 18375,
"successRate": 0.47794308900795923,
"wilsonLowerBound": 0.4729523584288491
2026-09-11 08:14:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 50762,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 14366,
"successRate": 0.2830069737204996,
"wilsonLowerBound": 0.27910480153145656
2026-09-11 08:14:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 13:42:18 +00:00
"modelCount": 1857,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 475,
"successRate": 0.25578890683898764,
"wilsonLowerBound": 0.23646270228319038
2026-09-11 08:14:11 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 13:42:18 +00:00
"modelCount": 31575,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 13624,
"successRate": 0.4314806017418844,
"wilsonLowerBound": 0.42602618172199486
2026-09-11 08:14:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 36678,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 10479,
"successRate": 0.28570260101423195,
"wilsonLowerBound": 0.28110195485472655
2026-09-11 08:14:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 13:42:18 +00:00
"modelCount": 7184,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 3250,
"successRate": 0.4523942093541203,
"wilsonLowerBound": 0.4409129625014473
2026-09-11 08:14:11 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 63812,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12062,
2026-09-11 13:42:18 +00:00
"successRate": 0.18902400802356922,
"wilsonLowerBound": 0.18600490463820743
2026-09-11 08:14:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 13:42:18 +00:00
"modelCount": 14400,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 2844,
"successRate": 0.1975,
"wilsonLowerBound": 0.19107853738215302
2026-09-11 08:14:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 13:42:18 +00:00
"modelCount": 5244,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 40,
"successRate": 0.007627765064836003,
"wilsonLowerBound": 0.00560679002042252
2026-09-11 08:14:11 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 25993,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 3191,
"successRate": 0.1227638210287385,
"wilsonLowerBound": 0.11882994489751901
2026-09-11 08:14:11 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16454,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
"successRate": 0.10161662817551963,
"wilsonLowerBound": 0.09709250105798561
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-11 13:42:18 +00:00
"modelCount": 9610,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 4163,
"successRate": 0.4331945889698231,
"wilsonLowerBound": 0.42331598288273914
2026-09-11 08:14:11 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 24042,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 3774,
"successRate": 0.15697529323683554,
"wilsonLowerBound": 0.15243173793467504
2026-09-11 08:14:11 +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",
2026-09-11 13:42:18 +00:00
"modelCount": 39792,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 10050,
"successRate": 0.2525633293124246,
"wilsonLowerBound": 0.2483183112176468
2026-09-11 08:14:11 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-11 13:42:18 +00:00
"modelCount": 22932,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 3030,
"successRate": 0.13212977498691783,
"wilsonLowerBound": 0.12780841177174476
2026-09-11 08:14:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 86498,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
2026-09-11 13:42:18 +00:00
"successRate": 0.11285810076533562,
"wilsonLowerBound": 0.1107665651011261
2026-09-11 08:14:11 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-11 13:42:18 +00:00
"modelCount": 38741,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 4751,
"successRate": 0.12263493456544745,
"wilsonLowerBound": 0.11940590923889839
2026-09-11 08:14:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 13:42:18 +00:00
"modelCount": 26325,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 3233,
"successRate": 0.12281101614434947,
"wilsonLowerBound": 0.11890101386023545
2026-09-11 08:14:11 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 13:42:18 +00:00
"modelCount": 87497,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 20358,
"successRate": 0.23267083442860897,
"wilsonLowerBound": 0.2298828446941158
2026-09-11 08:14:11 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-11 13:42:18 +00:00
"modelCount": 5071,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
2026-09-11 13:42:18 +00:00
"successRate": 0.11082626700847958,
"wilsonLowerBound": 0.10247891263841001
2026-09-11 08:14:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 112434,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16502,
2026-09-11 13:42:18 +00:00
"successRate": 0.1467705498336802,
"wilsonLowerBound": 0.14471409905259283
2026-09-11 08:14:11 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-11 13:42:18 +00:00
"modelCount": 15686,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3208,
2026-09-11 13:42:18 +00:00
"successRate": 0.20451357898763228,
"wilsonLowerBound": 0.19827413421830103
2026-09-11 08:14:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 13:42:18 +00:00
"modelCount": 42485,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 5522,
"successRate": 0.12997528539484524,
"wilsonLowerBound": 0.12681103456747023
2026-09-11 08:14:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 13:42:18 +00:00
"modelCount": 6073,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 472,
"successRate": 0.07772106043141776,
"wilsonLowerBound": 0.07125113218373069
2026-09-11 08:14:11 +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",
2026-09-11 13:42:18 +00:00
"modelCount": 30015,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 5140,
"successRate": 0.17124770947859402,
"wilsonLowerBound": 0.16702786352131763
2026-09-11 08:14:11 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 60746,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 12378,
"successRate": 0.20376650314423994,
"wilsonLowerBound": 0.20058208392372912
2026-09-11 08:14:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 13:42:18 +00:00
"modelCount": 6180,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 1821,
"successRate": 0.2946601941747573,
"wilsonLowerBound": 0.2834242035338541
2026-09-11 08:14:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 13:42:18 +00:00
"modelCount": 11828,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 3095,
"successRate": 0.2616672303009807,
"wilsonLowerBound": 0.2538241354008767
2026-09-11 08:14:11 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 58465,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 15915,
"successRate": 0.27221414521508597,
"wilsonLowerBound": 0.26862120967656333
2026-09-11 08:14:11 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 13:42:18 +00:00
"modelCount": 45915,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 19932,
"successRate": 0.4341065011434172,
"wilsonLowerBound": 0.42957858891249395
2026-09-11 08:14:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 35446,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 3006,
"successRate": 0.08480505557749816,
"wilsonLowerBound": 0.08194957587328847
2026-09-11 08:14:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 247,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"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": 10000,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 729,
"successRate": 0.0729,
"wilsonLowerBound": 0.06796689394323556
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 13:42:18 +00:00
"modelCount": 5435,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 2282,
"successRate": 0.41987120515179394,
"wilsonLowerBound": 0.4068110243429629
2026-09-11 08:14:11 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 7363,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
2026-09-11 13:42:18 +00:00
"successRate": 0.03191633844900177,
"wilsonLowerBound": 0.02813900670503671
2026-09-11 08:14:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 13:42:18 +00:00
"modelCount": 10098,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 3472,
"successRate": 0.3438304614775203,
"wilsonLowerBound": 0.3346269943979668
2026-09-11 08:14:11 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 13:42:18 +00:00
"modelCount": 25739,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 12958,
"successRate": 0.5034383620187265,
"wilsonLowerBound": 0.4973300101191682
2026-09-11 08:14:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 13:42:18 +00:00
"modelCount": 60511,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 5877,
"successRate": 0.0971228371701013,
"wilsonLowerBound": 0.09478888180601833
2026-09-11 08:14:11 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-11 13:42:18 +00:00
"modelCount": 12096,
2026-09-11 08:14:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 13:42:18 +00:00
"successCount": 1668,
"successRate": 0.1378968253968254,
"wilsonLowerBound": 0.13186711384583424
2026-09-11 08:14:11 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-11 16:49:09 +00:00
"generatedAt": "2026-09-11T16:45:25.201789+00:00",
2026-09-11 08:14:11 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 3350.714285714286,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-11 16:49:09 +00:00
"qualityFactor": 1.5588293041713137,
"queueFactor": 0.7794068507923437,
"queueWeight": 0.7794068507923437,
"recentSuccess": 15,
"recentSuccessRate": 0.35714285714285715,
"recentTerminal": 42,
"recentWilsonLowerBound": 0.22988992501626865,
2026-09-11 15:49:36 +00:00
"running": 8,
2026-09-11 16:49:09 +00:00
"selectionWeight": 1.214962238886984,
2026-09-11 08:14:11 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 7.0,
2026-09-11 16:36:52 +00:00
"waiting": 23455
2026-09-11 08:14:11 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 1047.1719745222929,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-11 16:49:09 +00:00
"qualityFactor": 2.2966460000824025,
"queueFactor": 0.9279661336044284,
"queueWeight": 0.9279661336044284,
"recentSuccess": 54,
"recentSuccessRate": 0.34394904458598724,
"recentTerminal": 157,
"recentWilsonLowerBound": 0.27416871221026473,
2026-09-11 16:36:52 +00:00
"running": 8,
2026-09-11 16:49:09 +00:00
"selectionWeight": 2.1312097089545428,
2026-09-11 08:14:11 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 26.166666666666668,
"waiting": 27401
2026-09-11 08:14:11 +00:00
},
"Biren_166m": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 141.5744680851064,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-11 16:49:09 +00:00
"qualityFactor": 0.46304572670982813,
"queueFactor": 1.2528154126464939,
"queueWeight": 1.2528154126464939,
"recentSuccess": 34,
"recentSuccessRate": 0.18085106382978725,
"recentTerminal": 188,
"recentWilsonLowerBound": 0.13240216411214387,
2026-09-11 15:49:36 +00:00
"running": 8,
2026-09-11 16:49:09 +00:00
"selectionWeight": 0.580110823182169,
2026-09-11 08:14:11 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 31.333333333333332,
"waiting": 4436
2026-09-11 08:14:11 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 1142.88,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-11 16:49:09 +00:00
"qualityFactor": 1.4930482351528154,
"queueFactor": 0.915871897716317,
"queueWeight": 0.915871897716317,
2026-09-11 16:36:52 +00:00
"recentSuccess": 24,
2026-09-11 16:49:09 +00:00
"recentSuccessRate": 0.32,
"recentTerminal": 75,
"recentWilsonLowerBound": 0.22542843754055916,
2026-09-11 15:49:36 +00:00
"running": 7,
2026-09-11 16:49:09 +00:00
"selectionWeight": 1.367440920511407,
2026-09-11 08:14:11 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 12.5,
"waiting": 14286
2026-09-11 08:14:11 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 506.0,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-11 16:49:09 +00:00
"qualityFactor": 1.3655354154033907,
"queueFactor": 1.0349330375192838,
"queueWeight": 1.0349330375192838,
"recentSuccess": 31,
"recentSuccessRate": 0.29523809523809524,
"recentTerminal": 105,
"recentWilsonLowerBound": 0.2164639494567783,
2026-09-11 15:49:36 +00:00
"running": 7,
2026-09-11 16:49:09 +00:00
"selectionWeight": 1.4132377153035882,
2026-09-11 08:14:11 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 17.5,
"waiting": 8855
2026-09-11 08:14:11 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 114.18897637795276,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-09-11 12:13:59 +00:00
"qualityFactor": 0.05,
2026-09-11 16:49:09 +00:00
"queueFactor": 1.2938716627457985,
"queueWeight": 1.2938716627457985,
2026-09-11 16:14:51 +00:00
"recentSuccess": 4,
2026-09-11 16:49:09 +00:00
"recentSuccessRate": 0.031496062992125984,
"recentTerminal": 127,
"recentWilsonLowerBound": 0.012314800861092429,
2026-09-11 16:36:52 +00:00
"running": 24,
2026-09-11 16:49:09 +00:00
"selectionWeight": 0.06469358313728993,
2026-09-11 08:14:11 +00:00
"stale": false,
2026-09-11 12:25:52 +00:00
"submissionEligible": false,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 21.166666666666668,
"waiting": 2417
2026-09-11 08:14:11 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 200.89655172413794,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-11 16:49:09 +00:00
"qualityFactor": 0.08168157919225429,
"queueFactor": 1.1887456919314965,
"queueWeight": 1.1887456919314965,
2026-09-11 16:25:05 +00:00
"recentSuccess": 12,
2026-09-11 16:49:09 +00:00
"recentSuccessRate": 0.10344827586206896,
"recentTerminal": 116,
"recentWilsonLowerBound": 0.060172103668258294,
"running": 2,
"selectionWeight": 0.09709862537495365,
2026-09-11 08:14:11 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 19.333333333333332,
"waiting": 3884
2026-09-11 08:14:11 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 2580.5,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-11 16:49:09 +00:00
"qualityFactor": 1.174653423911565,
"queueFactor": 0.810548952546916,
"queueWeight": 0.810548952546916,
"recentSuccess": 12,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 36,
"recentWilsonLowerBound": 0.20214424774586046,
2026-09-11 15:49:36 +00:00
"running": 2,
2026-09-11 16:49:09 +00:00
"selectionWeight": 0.9521141023571673,
2026-09-11 08:14:11 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 6.0,
"waiting": 15483
2026-09-11 08:14:11 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 594.4363636363637,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-11 16:49:09 +00:00
"qualityFactor": 0.4327594864976473,
"queueFactor": 1.0102271198192714,
"queueWeight": 1.0102271198192714,
"recentSuccess": 21,
"recentSuccessRate": 0.19090909090909092,
"recentTerminal": 110,
"recentWilsonLowerBound": 0.12839312602494252,
2026-09-11 14:03:19 +00:00
"running": 7,
2026-09-11 16:49:09 +00:00
"selectionWeight": 0.4371853696189851,
2026-09-11 08:14:11 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 18.333333333333332,
"waiting": 10898
2026-09-11 08:14:11 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 677.8811881188119,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-11 16:49:09 +00:00
"qualityFactor": 0.7534737771211675,
"queueFactor": 0.9905166749490929,
"queueWeight": 0.9905166749490929,
2026-09-11 16:03:10 +00:00
"recentSuccess": 24,
2026-09-11 16:49:09 +00:00
"recentSuccessRate": 0.2376237623762376,
"recentTerminal": 101,
"recentWilsonLowerBound": 0.1651985046175726,
2026-09-11 15:49:36 +00:00
"running": 4,
2026-09-11 16:49:09 +00:00
"selectionWeight": 0.7463283403753928,
2026-09-11 08:14:11 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 16.833333333333332,
"waiting": 11411
2026-09-11 08:14:11 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 471.4222222222222,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-11 16:49:09 +00:00
"qualityFactor": 0.27386719862508063,
"queueFactor": 1.0459798560973617,
"queueWeight": 1.0459798560973617,
"recentSuccess": 38,
"recentSuccessRate": 0.14074074074074075,
"recentTerminal": 270,
"recentWilsonLowerBound": 0.10428470125588403,
2026-09-11 16:36:52 +00:00
"running": 4,
2026-09-11 16:49:09 +00:00
"selectionWeight": 0.2864595730076494,
2026-09-11 08:14:11 +00:00
"stale": false,
2026-09-11 13:02:05 +00:00
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 45.0,
2026-09-11 16:25:05 +00:00
"waiting": 21214
2026-09-11 08:14:11 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 4772.333333333333,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-11 16:49:09 +00:00
"qualityFactor": 0.40796583230167194,
"queueFactor": 0.739137459465478,
"queueWeight": 0.739137459465478,
"recentSuccess": 5,
"recentSuccessRate": 0.2777777777777778,
"recentTerminal": 18,
"recentWilsonLowerBound": 0.12499569146355476,
2026-09-11 14:03:19 +00:00
"running": 2,
2026-09-11 16:49:09 +00:00
"selectionWeight": 0.30154282883617706,
2026-09-11 08:14:11 +00:00
"stale": false,
2026-09-11 12:01:38 +00:00
"submissionEligible": false,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 3.0,
"waiting": 14317
2026-09-11 08:14:11 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 954.0923076923076,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-11 16:49:09 +00:00
"qualityFactor": 1.095473182132985,
"queueFactor": 0.9410143998209994,
"queueWeight": 0.9410143998209994,
"recentSuccess": 19,
"recentSuccessRate": 0.2923076923076923,
"recentTerminal": 65,
"recentWilsonLowerBound": 0.19583261556264242,
2026-09-11 10:15:27 +00:00
"running": 16,
2026-09-11 16:49:09 +00:00
"selectionWeight": 1.0308560390048713,
2026-09-11 08:14:11 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 10.833333333333334,
"waiting": 10336
2026-09-11 08:14:11 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-11 16:49:09 +00:00
"backlogHours": 511.47058823529414,
2026-09-11 08:14:11 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-11 13:38:53 +00:00
"qualityFactor": 2.5,
2026-09-11 16:49:09 +00:00
"queueFactor": 1.033265023718087,
"queueWeight": 1.033265023718087,
"recentSuccess": 38,
"recentSuccessRate": 0.37254901960784315,
"recentTerminal": 102,
"recentWilsonLowerBound": 0.28494828732820177,
2026-09-11 16:36:52 +00:00
"running": 6,
2026-09-11 16:49:09 +00:00
"selectionWeight": 2.5831625592952174,
2026-09-11 08:14:11 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 16:49:09 +00:00
"throughputPerHour": 17.0,
"waiting": 8695
2026-09-11 08:14:11 +00:00
}
},
2026-09-11 16:49:09 +00:00
"queueAttemptedAt": "2026-09-11T16:45:25.201789+00:00",
2026-09-11 08:14:11 +00:00
"queueError": null,
2026-09-11 16:49:09 +00:00
"queueUpdatedAt": "2026-09-11T16:45:25.201789+00:00",
2026-09-11 08:14:11 +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
}