{ "communityAttemptedAt": "2026-10-24T09:28:28.167144+00:00", "communityError": "ModelHubAPIError: 分页大小不能超过100", "communitySample": {}, "communityUpdatedAt": null, "frameworkAttemptedAt": "2026-10-24T09:28:28.167144+00:00", "frameworkError": null, "frameworkStats": { "text-generation": { "Ascend_910-b3": { "llamacpp": { "framework": "llamacpp", "modelCount": 44124, "officialConfigError": null, "officialConfigValid": true, "successCount": 22258, "successRate": 0.5044420270147766, "wilsonLowerBound": 0.49977663013686374 }, "vllm": { "framework": "vllm", "modelCount": 58770, "officialConfigError": null, "officialConfigValid": true, "successCount": 15660, "successRate": 0.2664624808575804, "wilsonLowerBound": 0.2629033944793308 }, "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": 5750, "officialConfigError": null, "officialConfigValid": true, "successCount": 1861, "successRate": 0.32365217391304346, "wilsonLowerBound": 0.31168003289997814 } }, "Ascend_910-b4": { "llamacpp": { "framework": "llamacpp", "modelCount": 39229, "officialConfigError": null, "officialConfigValid": true, "successCount": 18897, "successRate": 0.48170995946876033, "wilsonLowerBound": 0.4767673860928809 }, "vllm": { "framework": "vllm", "modelCount": 40982, "officialConfigError": null, "officialConfigValid": true, "successCount": 11211, "successRate": 0.2735591235176419, "wilsonLowerBound": 0.2692644601330983 }, "vllm_tokenizer_patch": { "framework": "vllm_tokenizer_patch", "modelCount": 14833, "officialConfigError": null, "officialConfigValid": true, "successCount": 6101, "successRate": 0.4113126137666015, "wilsonLowerBound": 0.40341757607024276 } }, "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": 37178, "officialConfigError": "malformed_command_argv", "officialConfigValid": false, "successCount": 7760, "successRate": 0.20872559040292646, "wilsonLowerBound": 0.20462470023570767 }, "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": 26834, "officialConfigError": null, "officialConfigValid": true, "successCount": 3294, "successRate": 0.12275471416859209, "wilsonLowerBound": 0.11888223734922684 }, "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": 18174, "officialConfigError": null, "officialConfigValid": true, "successCount": 6963, "successRate": 0.38312974579069, "wilsonLowerBound": 0.37608708118577044 } }, "Cambricon_mlu-370-x8": { "vllm": { "framework": "vllm", "modelCount": 24853, "officialConfigError": null, "officialConfigValid": true, "successCount": 3811, "successRate": 0.15334164889550558, "wilsonLowerBound": 0.14891553086312376 }, "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": 56824, "officialConfigError": null, "officialConfigValid": true, "successCount": 14251, "successRate": 0.25079191890750385, "wilsonLowerBound": 0.24724476026336403 } }, "Iluvatar_bi-100": { "transformers": { "framework": "transformers", "modelCount": 26547, "officialConfigError": null, "officialConfigValid": true, "successCount": 3536, "successRate": 0.13319772478999511, "wilsonLowerBound": 0.12916325736501194 }, "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": 50517, "officialConfigError": null, "officialConfigValid": true, "successCount": 5775, "successRate": 0.11431795237246867, "wilsonLowerBound": 0.11157241894122266 }, "vllm_fix_tokenizer": { "framework": "vllm_fix_tokenizer", "modelCount": 53222, "officialConfigError": null, "officialConfigValid": true, "successCount": 3876, "successRate": 0.07282702641764684, "wilsonLowerBound": 0.07065003701034471 } }, "Iluvatar_bi-150": { "llamacpp": { "framework": "llamacpp", "modelCount": 95357, "officialConfigError": null, "officialConfigValid": true, "successCount": 24126, "successRate": 0.25300712060991853, "wilsonLowerBound": 0.2502577736141168 }, "llamacpp_opt": { "framework": "llamacpp_opt", "modelCount": 156, "officialConfigError": null, "officialConfigValid": true, "successCount": 0, "successRate": 0.0, "wilsonLowerBound": 0.0 }, "transformers": { "framework": "transformers", "modelCount": 6048, "officialConfigError": null, "officialConfigValid": true, "successCount": 607, "successRate": 0.10036375661375661, "wilsonLowerBound": 0.09304252109338612 }, "vllm": { "framework": "vllm", "modelCount": 112965, "officialConfigError": null, "officialConfigValid": true, "successCount": 16543, "successRate": 0.1464435887221706, "wilsonLowerBound": 0.14439386450128597 }, "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": 44707, "officialConfigError": "malformed_command_argv", "officialConfigValid": false, "successCount": 5814, "successRate": 0.13004674883127923, "wilsonLowerBound": 0.12696057998444163 }, "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": 36189, "officialConfigError": null, "officialConfigValid": true, "successCount": 7344, "successRate": 0.20293459338473016, "wilsonLowerBound": 0.19882248169279754 } }, "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": 19661, "officialConfigError": "malformed_command_argv", "officialConfigValid": false, "successCount": 5539, "successRate": 0.2817252428665887, "wilsonLowerBound": 0.27548036892212546 }, "vllm_tokenizer_patch": { "framework": "vllm_tokenizer_patch", "modelCount": 16571, "officialConfigError": null, "officialConfigValid": true, "successCount": 3996, "successRate": 0.24114416752157383, "wilsonLowerBound": 0.23469136204862148 } }, "MetaX_c-500": { "vllm": { "framework": "vllm", "modelCount": 70352, "officialConfigError": null, "officialConfigValid": true, "successCount": 19315, "successRate": 0.27454798726404367, "wilsonLowerBound": 0.27126251131686513 }, "vllm_tokenizer_patch": { "framework": "vllm_tokenizer_patch", "modelCount": 2033, "officialConfigError": null, "officialConfigValid": true, "successCount": 1165, "successRate": 0.573044761436301, "wilsonLowerBound": 0.5514251378435312 } }, "Mthreads_s4000": { "llamacpp": { "framework": "llamacpp", "modelCount": 48863, "officialConfigError": null, "officialConfigValid": true, "successCount": 21882, "successRate": 0.4478235065386898, "wilsonLowerBound": 0.44341859384870763 }, "vllm": { "framework": "vllm", "modelCount": 41720, "officialConfigError": null, "officialConfigValid": true, "successCount": 5379, "successRate": 0.12893096836049855, "wilsonLowerBound": 0.1257493014878596 }, "vllm_tokenizer_patch": { "framework": "vllm_tokenizer_patch", "modelCount": 1313, "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": 8046, "officialConfigError": null, "officialConfigValid": true, "successCount": 3533, "successRate": 0.43910017399950285, "wilsonLowerBound": 0.42828776080237113 } }, "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": 21032, "officialConfigError": null, "officialConfigValid": true, "successCount": 5982, "successRate": 0.28442373526055537, "wilsonLowerBound": 0.27836638679941633 } }, "hygon_k100-ai": { "llamacpp": { "framework": "llamacpp", "modelCount": 29396, "officialConfigError": null, "officialConfigValid": true, "successCount": 15076, "successRate": 0.5128588923663083, "wilsonLowerBound": 0.5071436108566307 }, "vllm": { "framework": "vllm", "modelCount": 69039, "officialConfigError": null, "officialConfigValid": true, "successCount": 7503, "successRate": 0.10867770390648764, "wilsonLowerBound": 0.10637779154790274 }, "vllm-patch-tokenizer": { "framework": "vllm-patch-tokenizer", "modelCount": 14596, "officialConfigError": null, "officialConfigValid": true, "successCount": 2660, "successRate": 0.18224171005755002, "wilsonLowerBound": 0.1760626859275831 } } } }, "frameworkUpdatedAt": null, "generatedAt": "2026-10-24T09:28:28.167144+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, "backlogHours": 0.001769634835851622, "canVerify": true, "error": null, "gpu": "Ascend_910-b3", "healthFactor": 1.0, "maxConcurrentTasks": 8, "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339053, "recentSuccessRate": 1.0, "recentTerminal": 339053, "recentWilsonLowerBound": 0.9999886697464003, "running": 0, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.833333333336, "waiting": 100 }, "Ascend_910-b4": { "available": true, "backlogHours": 0.0017696400552127697, "canVerify": true, "error": null, "gpu": "Ascend_910-b4", "healthFactor": 1.0, "maxConcurrentTasks": 8, "qualityFactor": 2.4999999998162052, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339052, "recentSuccessRate": 1.0, "recentTerminal": 339052, "recentWilsonLowerBound": 0.9999886697129834, "running": 0, "selectionWeight": 2.4999999998162052, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.666666666664, "waiting": 100 }, "Biren_166m": { "available": true, "backlogHours": 0.0017696400552127697, "canVerify": true, "error": null, "gpu": "Biren_166m", "healthFactor": 1.0, "maxConcurrentTasks": 8, "qualityFactor": 2.4999999998162052, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339052, "recentSuccessRate": 1.0, "recentTerminal": 339052, "recentWilsonLowerBound": 0.9999886697129834, "running": 0, "selectionWeight": 2.4999999998162052, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.666666666664, "waiting": 100 }, "Cambricon_mlu-370-x4": { "available": true, "backlogHours": 0.0017696400552127697, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x4", "healthFactor": 1.0, "maxConcurrentTasks": 7, "qualityFactor": 2.4999999998162052, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339052, "recentSuccessRate": 1.0, "recentTerminal": 339052, "recentWilsonLowerBound": 0.9999886697129834, "running": 0, "selectionWeight": 2.4999999998162052, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.666666666664, "waiting": 100 }, "Cambricon_mlu-370-x8": { "available": true, "backlogHours": 0.001769634835851622, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339053, "recentSuccessRate": 1.0, "recentTerminal": 339053, "recentWilsonLowerBound": 0.9999886697464003, "running": 0, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.833333333336, "waiting": 100 }, "Iluvatar_bi-100": { "available": true, "backlogHours": 0.0017696400552127697, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-100", "healthFactor": 1.0, "maxConcurrentTasks": 24, "qualityFactor": 2.4999999998162052, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339052, "recentSuccessRate": 1.0, "recentTerminal": 339052, "recentWilsonLowerBound": 0.9999886697129834, "running": 0, "selectionWeight": 2.4999999998162052, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.666666666664, "waiting": 100 }, "Iluvatar_bi-150": { "available": true, "backlogHours": 0.001769634835851622, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-150", "healthFactor": 1.0, "maxConcurrentTasks": 50, "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339053, "recentSuccessRate": 1.0, "recentTerminal": 339053, "recentWilsonLowerBound": 0.9999886697464003, "running": 0, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.833333333336, "waiting": 100 }, "Iluvatar_mrv-100": { "available": true, "backlogHours": 0.001769634835851622, "canVerify": true, "error": null, "gpu": "Iluvatar_mrv-100", "healthFactor": 1.0, "maxConcurrentTasks": 2, "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339053, "recentSuccessRate": 1.0, "recentTerminal": 339053, "recentWilsonLowerBound": 0.9999886697464003, "running": 0, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.833333333336, "waiting": 100 }, "Kunlunxin_p-800": { "available": true, "backlogHours": 0.001769634835851622, "canVerify": true, "error": null, "gpu": "Kunlunxin_p-800", "healthFactor": 1.0, "maxConcurrentTasks": 8, "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339053, "recentSuccessRate": 1.0, "recentTerminal": 339053, "recentWilsonLowerBound": 0.9999886697464003, "running": 0, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.833333333336, "waiting": 100 }, "MetaX_c-500": { "available": true, "backlogHours": 0.001769634835851622, "canVerify": true, "error": null, "gpu": "MetaX_c-500", "healthFactor": 1.0, "maxConcurrentTasks": 4, "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339053, "recentSuccessRate": 1.0, "recentTerminal": 339053, "recentWilsonLowerBound": 0.9999886697464003, "running": 0, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.833333333336, "waiting": 100 }, "Mthreads_s4000": { "available": true, "backlogHours": 0.001769634835851622, "canVerify": true, "error": null, "gpu": "Mthreads_s4000", "healthFactor": 1.0, "maxConcurrentTasks": 4, "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339053, "recentSuccessRate": 1.0, "recentTerminal": 339053, "recentWilsonLowerBound": 0.9999886697464003, "running": 0, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.833333333336, "waiting": 100 }, "Sunrise_pt-200-x1": { "available": true, "backlogHours": 0.0017696400552127697, "canVerify": true, "error": null, "gpu": "Sunrise_pt-200-x1", "healthFactor": 1.0, "maxConcurrentTasks": 2, "qualityFactor": 2.4999999998162052, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339052, "recentSuccessRate": 1.0, "recentTerminal": 339052, "recentWilsonLowerBound": 0.9999886697129834, "running": 0, "selectionWeight": 2.4999999998162052, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.666666666664, "waiting": 100 }, "Vastai_va16": { "available": true, "backlogHours": 0.001769634835851622, "canVerify": true, "error": null, "gpu": "Vastai_va16", "healthFactor": 1.0, "maxConcurrentTasks": 16, "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339053, "recentSuccessRate": 1.0, "recentTerminal": 339053, "recentWilsonLowerBound": 0.9999886697464003, "running": 0, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.833333333336, "waiting": 100 }, "hygon_k100-ai": { "available": true, "backlogHours": 0.001769634835851622, "canVerify": true, "error": null, "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, "recentSuccess": 339053, "recentSuccessRate": 1.0, "recentTerminal": 339053, "recentWilsonLowerBound": 0.9999886697464003, "running": 0, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, "throughputPerHour": 56508.833333333336, "waiting": 100 } }, "queueAttemptedAt": "2026-10-24T09:28:28.167144+00:00", "queueError": null, "queueUpdatedAt": "2026-10-24T09:28:28.167144+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 }