Files
submmit/.modelhub_state/market_intelligence.json

791 lines
24 KiB
JSON

{
"communityAttemptedAt": "2026-10-24T22:24:02.266166+00:00",
"communityError": "ModelHubAPIError: 分页大小不能超过100",
"communitySample": {},
"communityUpdatedAt": null,
"frameworkAttemptedAt": "2026-10-24T22:24:02.266166+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 44213,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 22319,
"successRate": 0.504806278696311,
"wilsonLowerBound": 0.5001455795977151
},
"vllm": {
"framework": "vllm",
"modelCount": 58839,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15666,
"successRate": 0.2662519757303829,
"wilsonLowerBound": 0.262695880429869
},
"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": 5821,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1892,
"successRate": 0.3250300635629617,
"wilsonLowerBound": 0.3131162256532808
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 39309,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18942,
"successRate": 0.48187437991299703,
"wilsonLowerBound": 0.476936760954959
},
"vllm": {
"framework": "vllm",
"modelCount": 41018,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 11214,
"successRate": 0.27339216929153054,
"wilsonLowerBound": 0.2691002181244044
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 14921,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6127,
"successRate": 0.410629314389116,
"wilsonLowerBound": 0.4027596781342231
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64326,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12100,
"successRate": 0.18810434350029537,
"wilsonLowerBound": 0.18510296439958596
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 37435,
"officialConfigError": "malformed_command_argv",
"officialConfigValid": false,
"successCount": 7801,
"successRate": 0.20838787231200748,
"wilsonLowerBound": 0.20430346773315872
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8483,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 117,
"successRate": 0.0137922904632795,
"wilsonLowerBound": 0.011521297961784605
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26841,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3295,
"successRate": 0.12275995678253418,
"wilsonLowerBound": 0.1188879051130877
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16527,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10140981424335935,
"wilsonLowerBound": 0.09689969263006422
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 18275,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6989,
"successRate": 0.38243502051983586,
"wilsonLowerBound": 0.3754143464229112
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24857,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3811,
"successRate": 0.15331697308605222,
"wilsonLowerBound": 0.1488915057597812
},
"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": 57074,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14304,
"successRate": 0.25062199950940883,
"wilsonLowerBound": 0.24708339413276473
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 26890,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3643,
"successRate": 0.13547787281517293,
"wilsonLowerBound": 0.13143934168524823
},
"vllm": {
"framework": "vllm",
"modelCount": 87137,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9776,
"successRate": 0.11219114727383316,
"wilsonLowerBound": 0.11011269065868066
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 50551,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5782,
"successRate": 0.11437953749678542,
"wilsonLowerBound": 0.11163426253093037
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 53335,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3877,
"successRate": 0.07269147839130027,
"wilsonLowerBound": 0.07051866564139397
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 95409,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 24139,
"successRate": 0.25300548166315545,
"wilsonLowerBound": 0.2502568872395226
},
"llamacpp_opt": {
"framework": "llamacpp_opt",
"modelCount": 156,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"transformers": {
"framework": "transformers",
"modelCount": 6069,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 610,
"successRate": 0.10051079255231504,
"wilsonLowerBound": 0.09319679981768243
},
"vllm": {
"framework": "vllm",
"modelCount": 112970,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16544,
"successRate": 0.14644595910418695,
"wilsonLowerBound": 0.14439626607517717
},
"vllm-0.17.0": {
"framework": "vllm-0.17.0",
"modelCount": 345,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1,
"successRate": 0.002898550724637681,
"wilsonLowerBound": 0.0005118355816843662
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 26439,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4256,
"successRate": 0.160974318241991,
"wilsonLowerBound": 0.15659366295113542
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 44727,
"officialConfigError": "malformed_command_argv",
"officialConfigValid": false,
"successCount": 5820,
"successRate": 0.13012274465088203,
"wilsonLowerBound": 0.1270364779212278
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8619,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 841,
"successRate": 0.09757512472444599,
"wilsonLowerBound": 0.0914885058068062
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 205,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
"successRate": 0.18048780487804877,
"wilsonLowerBound": 0.13387369642098657
},
"vllm": {
"framework": "vllm",
"modelCount": 36273,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7373,
"successRate": 0.20326413585862763,
"wilsonLowerBound": 0.19915421431808508
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 61611,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12431,
"successRate": 0.20176591842365812,
"wilsonLowerBound": 0.1986156028142116
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 19835,
"officialConfigError": "malformed_command_argv",
"officialConfigValid": false,
"successCount": 5583,
"successRate": 0.28147214519788255,
"wilsonLowerBound": 0.27525629094354803
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 16618,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4007,
"successRate": 0.2411240823203755,
"wilsonLowerBound": 0.2346805116876004
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 70456,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 19339,
"successRate": 0.27448336550471214,
"wilsonLowerBound": 0.271200550716519
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 2095,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1203,
"successRate": 0.5742243436754176,
"wilsonLowerBound": 0.5529338101654576
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 48901,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21912,
"successRate": 0.4480889961350484,
"wilsonLowerBound": 0.44368552644247544
},
"vllm": {
"framework": "vllm",
"modelCount": 41809,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5409,
"successRate": 0.12937405821713027,
"wilsonLowerBound": 0.1261910069085399
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1327,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 2.162145040984989e-19
}
},
"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": 10119,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 766,
"successRate": 0.07569917976084593,
"wilsonLowerBound": 0.07070472196047793
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 8077,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3549,
"successRate": 0.43939581527794974,
"wilsonLowerBound": 0.4286031767054243
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7454,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 248,
"successRate": 0.0332707271263751,
"wilsonLowerBound": 0.029433687194472338
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 21207,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6032,
"successRate": 0.28443438487291933,
"wilsonLowerBound": 0.27840184481180763
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 29445,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15108,
"successRate": 0.5130922058074376,
"wilsonLowerBound": 0.5073817212430614
},
"vllm": {
"framework": "vllm",
"modelCount": 69101,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7511,
"successRate": 0.10869596677327391,
"wilsonLowerBound": 0.10639690450539226
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 14647,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2681,
"successRate": 0.18304089574656926,
"wilsonLowerBound": 0.17686165677332644
}
}
}
},
"frameworkUpdatedAt": null,
"generatedAt": "2026-10-24T22:24:02.266166+00:00",
"gpuStats": {
"Ascend_910-b3": {
"available": true,
"backlogHours": 0.0017650485094165339,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.4999999994514726,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339934,
"recentSuccessRate": 1.0,
"recentTerminal": 339934,
"recentWilsonLowerBound": 0.9999886991104553,
"running": 0,
"selectionWeight": 2.4999999994514726,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56655.666666666664,
"waiting": 100
},
"Ascend_910-b4": {
"available": true,
"backlogHours": 0.0017650485094165339,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.4999999994514726,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339934,
"recentSuccessRate": 1.0,
"recentTerminal": 339934,
"recentWilsonLowerBound": 0.9999886991104553,
"running": 0,
"selectionWeight": 2.4999999994514726,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56655.666666666664,
"waiting": 100
},
"Biren_166m": {
"available": true,
"backlogHours": 0.28184045867322477,
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
"queueFactor": 0.9821786755281321,
"queueWeight": 0.9821786755281321,
"recentSuccess": 339937,
"recentSuccessRate": 1.0,
"recentTerminal": 339937,
"recentWilsonLowerBound": 0.9999886992101864,
"running": 0,
"selectionWeight": 2.4554466888203303,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56656.166666666664,
"waiting": 15968
},
"Cambricon_mlu-370-x4": {
"available": true,
"backlogHours": 0.28184294598363213,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 2.4999999994514726,
"queueFactor": 0.9821773753399745,
"queueWeight": 0.9821773753399745,
"recentSuccess": 339934,
"recentSuccessRate": 1.0,
"recentTerminal": 339934,
"recentWilsonLowerBound": 0.9999886991104553,
"running": 0,
"selectionWeight": 2.455443437811185,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56655.666666666664,
"waiting": 15968
},
"Cambricon_mlu-370-x8": {
"available": true,
"backlogHours": 0.0017650329325728004,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339937,
"recentSuccessRate": 1.0,
"recentTerminal": 339937,
"recentWilsonLowerBound": 0.9999886992101864,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56656.166666666664,
"waiting": 100
},
"Iluvatar_bi-100": {
"available": true,
"backlogHours": 0.0017650329325728004,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339937,
"recentSuccessRate": 1.0,
"recentTerminal": 339937,
"recentWilsonLowerBound": 0.9999886992101864,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56656.166666666664,
"waiting": 100
},
"Iluvatar_bi-150": {
"available": true,
"backlogHours": 0.0017650485094165339,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
"qualityFactor": 2.4999999994514726,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339934,
"recentSuccessRate": 1.0,
"recentTerminal": 339934,
"recentWilsonLowerBound": 0.9999886991104553,
"running": 0,
"selectionWeight": 2.4999999994514726,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56655.666666666664,
"waiting": 100
},
"Iluvatar_mrv-100": {
"available": true,
"backlogHours": 0.28184045867322477,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 2.5,
"queueFactor": 0.9821786755281321,
"queueWeight": 0.9821786755281321,
"recentSuccess": 339937,
"recentSuccessRate": 1.0,
"recentTerminal": 339937,
"recentWilsonLowerBound": 0.9999886992101864,
"running": 0,
"selectionWeight": 2.4554466888203303,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56656.166666666664,
"waiting": 15968
},
"Kunlunxin_p-800": {
"available": true,
"backlogHours": 0.0017650329325728004,
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339937,
"recentSuccessRate": 1.0,
"recentTerminal": 339937,
"recentWilsonLowerBound": 0.9999886992101864,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56656.166666666664,
"waiting": 100
},
"MetaX_c-500": {
"available": true,
"backlogHours": 0.0017650329325728004,
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339937,
"recentSuccessRate": 1.0,
"recentTerminal": 339937,
"recentWilsonLowerBound": 0.9999886992101864,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56656.166666666664,
"waiting": 100
},
"Mthreads_s4000": {
"available": true,
"backlogHours": 0.0017650485094165339,
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 2.4999999994514726,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339934,
"recentSuccessRate": 1.0,
"recentTerminal": 339934,
"recentWilsonLowerBound": 0.9999886991104553,
"running": 0,
"selectionWeight": 2.4999999994514726,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56655.666666666664,
"waiting": 100
},
"Sunrise_pt-200-x1": {
"available": true,
"backlogHours": 0.0017650329325728004,
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339937,
"recentSuccessRate": 1.0,
"recentTerminal": 339937,
"recentWilsonLowerBound": 0.9999886992101864,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56656.166666666664,
"waiting": 100
},
"Vastai_va16": {
"available": true,
"backlogHours": 0.0017650485094165339,
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
"qualityFactor": 2.4999999994514726,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339934,
"recentSuccessRate": 1.0,
"recentTerminal": 339934,
"recentWilsonLowerBound": 0.9999886991104553,
"running": 0,
"selectionWeight": 2.4999999994514726,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56655.666666666664,
"waiting": 100
},
"hygon_k100-ai": {
"available": true,
"backlogHours": 0.28184294598363213,
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
"qualityFactor": 2.4999999994514726,
"queueFactor": 0.9821773753399745,
"queueWeight": 0.9821773753399745,
"recentSuccess": 339934,
"recentSuccessRate": 1.0,
"recentTerminal": 339934,
"recentWilsonLowerBound": 0.9999886991104553,
"running": 0,
"selectionWeight": 2.455443437811185,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56655.666666666664,
"waiting": 15968
}
},
"queueAttemptedAt": "2026-10-24T22:24:02.266166+00:00",
"queueError": null,
"queueUpdatedAt": "2026-10-24T22:24:02.266166+00:00",
"supportedGpus": [
"Cambricon_mlu-370-x4",
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Iluvatar_bi-150",
"Biren_166m",
"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
}