Files
submmit/.modelhub_state/market_intelligence.json

791 lines
24 KiB
JSON

{
"communityAttemptedAt": "2026-10-24T10:59:55.658102+00:00",
"communityError": "ModelHubAPIError: 分页大小不能超过100",
"communitySample": {},
"communityUpdatedAt": null,
"frameworkAttemptedAt": "2026-10-24T10:36:16.571030+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 44132,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 22264,
"successRate": 0.5044865403788634,
"wilsonLowerBound": 0.4998215662100726
},
"vllm": {
"framework": "vllm",
"modelCount": 58776,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15663,
"successRate": 0.26648632094732544,
"wilsonLowerBound": 0.26292731209554104
},
"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": 5757,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1866,
"successRate": 0.32412714955706096,
"wilsonLowerBound": 0.31215728421551264
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 39231,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18898,
"successRate": 0.48171089189671434,
"wilsonLowerBound": 0.4767684440219128
},
"vllm": {
"framework": "vllm",
"modelCount": 40986,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 11211,
"successRate": 0.27353242570633873,
"wilsonLowerBound": 0.26923810462940956
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 14841,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6106,
"successRate": 0.41142780136109425,
"wilsonLowerBound": 0.40353452166414816
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64323,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12100,
"successRate": 0.18811311661458577,
"wilsonLowerBound": 0.18511161333100484
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 37215,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7762,
"successRate": 0.20857181244121994,
"wilsonLowerBound": 0.2044740822446073
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8476,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 117,
"successRate": 0.013803680981595092,
"wilsonLowerBound": 0.011530822923635848
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26838,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3294,
"successRate": 0.1227364185110664,
"wilsonLowerBound": 0.11886448046582253
},
"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": 18185,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6969,
"successRate": 0.3832279351113555,
"wilsonLowerBound": 0.37618702941372584
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24854,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3811,
"successRate": 0.15333547919851936,
"wilsonLowerBound": 0.14890952386035475
},
"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": 56861,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14261,
"successRate": 0.25080459365821917,
"wilsonLowerBound": 0.24725852301230705
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 26592,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3551,
"successRate": 0.1335364019253911,
"wilsonLowerBound": 0.1295008672796086
},
"vllm": {
"framework": "vllm",
"modelCount": 87135,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9776,
"successRate": 0.11219372238480518,
"wilsonLowerBound": 0.11011522099048215
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 50518,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5775,
"successRate": 0.11431568945722317,
"wilsonLowerBound": 0.1115702069973975
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 53237,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3876,
"successRate": 0.07280650675282228,
"wilsonLowerBound": 0.0706301077504865
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 95361,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 24127,
"successRate": 0.2530069944736318,
"wilsonLowerBound": 0.2502577053899702
},
"llamacpp_opt": {
"framework": "llamacpp_opt",
"modelCount": 156,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"transformers": {
"framework": "transformers",
"modelCount": 6049,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 607,
"successRate": 0.10034716482063151,
"wilsonLowerBound": 0.09302707966736276
},
"vllm": {
"framework": "vllm",
"modelCount": 112968,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16544,
"successRate": 0.14644855180228028,
"wilsonLowerBound": 0.14439882552941954
},
"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": 26421,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4250,
"successRate": 0.1608568941372393,
"wilsonLowerBound": 0.15647608700157578
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 44708,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5814,
"successRate": 0.13004384002863023,
"wilsonLowerBound": 0.1269577352437017
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8604,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 841,
"successRate": 0.09774523477452347,
"wilsonLowerBound": 0.09164852429480456
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 205,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
"successRate": 0.18048780487804877,
"wilsonLowerBound": 0.13387369642098657
},
"vllm": {
"framework": "vllm",
"modelCount": 36198,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7344,
"successRate": 0.20288413724515167,
"wilsonLowerBound": 0.19877292210858505
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 61603,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12431,
"successRate": 0.20179212051361134,
"wilsonLowerBound": 0.1986414461958215
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 19680,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5543,
"successRate": 0.28165650406504067,
"wilsonLowerBound": 0.275415103736749
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 16578,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3997,
"successRate": 0.2411026661840994,
"wilsonLowerBound": 0.23465160212731417
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 70362,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 19318,
"successRate": 0.2745516045592792,
"wilsonLowerBound": 0.2712663475071295
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 2035,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1167,
"successRate": 0.5734643734643735,
"wilsonLowerBound": 0.5518573262322234
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 48869,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21886,
"successRate": 0.44785037549366674,
"wilsonLowerBound": 0.4434457058519929
},
"vllm": {
"framework": "vllm",
"modelCount": 41732,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5384,
"successRate": 0.12901370650819516,
"wilsonLowerBound": 0.12583160600716886
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1314,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6289,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03052949594530132,
"wilsonLowerBound": 0.026555749965692398
},
"vllm": {
"framework": "vllm",
"modelCount": 10119,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 766,
"successRate": 0.07569917976084593,
"wilsonLowerBound": 0.07070472196047793
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 8047,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3533,
"successRate": 0.43904560705853113,
"wilsonLowerBound": 0.4282340358946319
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7451,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 248,
"successRate": 0.03328412293651859,
"wilsonLowerBound": 0.0294455601373041
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 21057,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5990,
"successRate": 0.2844659733105381,
"wilsonLowerBound": 0.27841191764949524
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 29400,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15079,
"successRate": 0.512891156462585,
"wilsonLowerBound": 0.507176269107166
},
"vllm": {
"framework": "vllm",
"modelCount": 69046,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7505,
"successRate": 0.10869565217391304,
"wilsonLowerBound": 0.10639568600788676
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 14600,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2662,
"successRate": 0.18232876712328766,
"wilsonLowerBound": 0.17614939353228415
}
}
}
},
"frameworkUpdatedAt": null,
"generatedAt": "2026-10-24T11:01:35.579487+00:00",
"gpuStats": {
"Ascend_910-b3": {
"available": true,
"backlogHours": 0.001769321730514607,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.499999999265087,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339113,
"recentSuccessRate": 1.0,
"recentTerminal": 339113,
"recentWilsonLowerBound": 0.9999886717510642,
"running": 0,
"selectionWeight": 2.499999999265087,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56518.833333333336,
"waiting": 100
},
"Ascend_910-b4": {
"available": true,
"backlogHours": 0.0017693008607648688,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339117,
"recentSuccessRate": 1.0,
"recentTerminal": 339117,
"recentWilsonLowerBound": 0.9999886718846832,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56519.5,
"waiting": 100
},
"Biren_166m": {
"available": true,
"backlogHours": 0.0017693008607648688,
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339117,
"recentSuccessRate": 1.0,
"recentTerminal": 339117,
"recentWilsonLowerBound": 0.9999886718846832,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56519.5,
"waiting": 100
},
"Cambricon_mlu-370-x4": {
"available": true,
"backlogHours": 0.001769321730514607,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 2.499999999265087,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339113,
"recentSuccessRate": 1.0,
"recentTerminal": 339113,
"recentWilsonLowerBound": 0.9999886717510642,
"running": 0,
"selectionWeight": 2.499999999265087,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56518.833333333336,
"waiting": 100
},
"Cambricon_mlu-370-x8": {
"available": true,
"backlogHours": 0.0017693008607648688,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339117,
"recentSuccessRate": 1.0,
"recentTerminal": 339117,
"recentWilsonLowerBound": 0.9999886718846832,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56519.5,
"waiting": 100
},
"Iluvatar_bi-100": {
"available": true,
"backlogHours": 0.001769321730514607,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 2.499999999265087,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339113,
"recentSuccessRate": 1.0,
"recentTerminal": 339113,
"recentWilsonLowerBound": 0.9999886717510642,
"running": 0,
"selectionWeight": 2.499999999265087,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56518.833333333336,
"waiting": 100
},
"Iluvatar_bi-150": {
"available": true,
"backlogHours": 0.001769321730514607,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
"qualityFactor": 2.499999999265087,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339113,
"recentSuccessRate": 1.0,
"recentTerminal": 339113,
"recentWilsonLowerBound": 0.9999886717510642,
"running": 0,
"selectionWeight": 2.499999999265087,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56518.833333333336,
"waiting": 100
},
"Iluvatar_mrv-100": {
"available": true,
"backlogHours": 0.0017693008607648688,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339117,
"recentSuccessRate": 1.0,
"recentTerminal": 339117,
"recentWilsonLowerBound": 0.9999886718846832,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56519.5,
"waiting": 100
},
"Kunlunxin_p-800": {
"available": true,
"backlogHours": 0.0017693008607648688,
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339117,
"recentSuccessRate": 1.0,
"recentTerminal": 339117,
"recentWilsonLowerBound": 0.9999886718846832,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56519.5,
"waiting": 100
},
"MetaX_c-500": {
"available": true,
"backlogHours": 0.001769321730514607,
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 2.499999999265087,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339113,
"recentSuccessRate": 1.0,
"recentTerminal": 339113,
"recentWilsonLowerBound": 0.9999886717510642,
"running": 0,
"selectionWeight": 2.499999999265087,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56518.833333333336,
"waiting": 100
},
"Mthreads_s4000": {
"available": true,
"backlogHours": 0.0017693008607648688,
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339117,
"recentSuccessRate": 1.0,
"recentTerminal": 339117,
"recentWilsonLowerBound": 0.9999886718846832,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56519.5,
"waiting": 100
},
"Sunrise_pt-200-x1": {
"available": true,
"backlogHours": 0.001769321730514607,
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 2.499999999265087,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339113,
"recentSuccessRate": 1.0,
"recentTerminal": 339113,
"recentWilsonLowerBound": 0.9999886717510642,
"running": 0,
"selectionWeight": 2.499999999265087,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56518.833333333336,
"waiting": 100
},
"Vastai_va16": {
"available": true,
"backlogHours": 0.0017693008607648688,
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
"qualityFactor": 2.5,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339117,
"recentSuccessRate": 1.0,
"recentTerminal": 339117,
"recentWilsonLowerBound": 0.9999886718846832,
"running": 0,
"selectionWeight": 2.5,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56519.5,
"waiting": 100
},
"hygon_k100-ai": {
"available": true,
"backlogHours": 0.001769321730514607,
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
"qualityFactor": 2.499999999265087,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 339113,
"recentSuccessRate": 1.0,
"recentTerminal": 339113,
"recentWilsonLowerBound": 0.9999886717510642,
"running": 0,
"selectionWeight": 2.499999999265087,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 56518.833333333336,
"waiting": 100
}
},
"queueAttemptedAt": "2026-10-24T10:58:16.467979+00:00",
"queueError": null,
"queueUpdatedAt": "2026-10-24T10:58:16.467979+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
}