diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index f37eee5afd..2aea853e95 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -487,7 +487,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-10-23T00:47:29.863100+00:00", + "generatedAt": "2026-10-23T00:49:16.406396+00:00", "summary": { "activeBlockCount": 24, "byGpuFramework": { diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 8ef576bc54..aca5c0202a 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -452,320 +452,320 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-10-23T00:47:29.960489+00:00", + "generatedAt": "2026-10-23T00:49:16.473585+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 1483.0088495575221, + "backlogHours": 1420.322033898305, "canVerify": true, "error": null, "gpu": "Ascend_910-b3", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.9091411832011251, - "queueFactor": 0.9346187923867725, - "queueWeight": 0.9346187923867725, - "recentSuccess": 34, - "recentSuccessRate": 0.3008849557522124, - "recentTerminal": 113, - "recentWilsonLowerBound": 0.22401098815624215, + "qualityFactor": 1.010559466773364, + "queueFactor": 0.9385652063296408, + "queueWeight": 0.9385652063296408, + "recentSuccess": 36, + "recentSuccessRate": 0.3050847457627119, + "recentTerminal": 118, + "recentWilsonLowerBound": 0.22924088369362036, "running": 8, - "selectionWeight": 0.8497004347525171, + "selectionWeight": 0.9484759544405141, "stale": false, "submissionEligible": true, - "throughputPerHour": 18.833333333333332, - "waiting": 27930 + "throughputPerHour": 19.666666666666668, + "waiting": 27933 }, "Ascend_910-b4": { "available": true, - "backlogHours": 1464.7218045112782, + "backlogHours": 1487.2671755725191, "canVerify": true, "error": null, "gpu": "Ascend_910-b4", "healthFactor": 1.0, "maxConcurrentTasks": 8, "qualityFactor": 2.5, - "queueFactor": 0.9363598826217785, - "queueWeight": 0.9363598826217785, - "recentSuccess": 58, - "recentSuccessRate": 0.43609022556390975, - "recentTerminal": 133, - "recentWilsonLowerBound": 0.3547766954942368, - "running": 9, - "selectionWeight": 2.3408997065544463, + "queueFactor": 0.9321034707450414, + "queueWeight": 0.9321034707450414, + "recentSuccess": 56, + "recentSuccessRate": 0.42748091603053434, + "recentTerminal": 131, + "recentWilsonLowerBound": 0.34601929472299015, + "running": 8, + "selectionWeight": 2.3302586768626035, "stale": false, "submissionEligible": true, - "throughputPerHour": 22.166666666666668, - "waiting": 32468 + "throughputPerHour": 21.833333333333332, + "waiting": 32472 }, "Biren_166m": { "available": true, - "backlogHours": 127.66666666666667, + "backlogHours": 131.31428571428572, "canVerify": true, "error": null, "gpu": "Biren_166m", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.4066029041637996, + "qualityFactor": 0.45778454819582043, "queueFactor": 1.3, "queueWeight": 1.3, "recentSuccess": 44, - "recentSuccessRate": 0.2037037037037037, - "recentTerminal": 216, - "recentWilsonLowerBound": 0.15539014738218296, + "recentSuccessRate": 0.20952380952380953, + "recentTerminal": 210, + "recentWilsonLowerBound": 0.15994606256192054, "running": 8, - "selectionWeight": 0.5285837754129395, + "selectionWeight": 0.5951199126545665, "stale": false, "submissionEligible": true, - "throughputPerHour": 36.0, + "throughputPerHour": 35.0, "waiting": 4596 }, "Cambricon_mlu-370-x4": { "available": true, - "backlogHours": 1266.0697674418604, + "backlogHours": 1280.894117647059, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x4", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.4678190752732925, - "queueFactor": 0.9570561641294401, - "queueWeight": 0.9570561641294401, - "recentSuccess": 21, - "recentSuccessRate": 0.2441860465116279, - "recentTerminal": 86, - "recentWilsonLowerBound": 0.16561843751812286, + "qualityFactor": 0.4443442777615527, + "queueFactor": 0.9532251435773503, + "queueWeight": 0.9532251435773503, + "recentSuccess": 20, + "recentSuccessRate": 0.23529411764705882, + "recentTerminal": 85, + "recentWilsonLowerBound": 0.1577942000874349, "running": 7, - "selectionWeight": 0.44772912968763906, + "selectionWeight": 0.4235601379670301, "stale": false, "submissionEligible": true, - "throughputPerHour": 14.333333333333334, - "waiting": 18147 + "throughputPerHour": 14.166666666666666, + "waiting": 18146 }, "Cambricon_mlu-370-x8": { "available": true, - "backlogHours": 325.7142857142857, + "backlogHours": 331.4302325581395, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.14971528620770747, - "queueFactor": 1.1732229490214447, - "queueWeight": 1.1732229490214447, + "qualityFactor": 0.1644404372895491, + "queueFactor": 1.1675181905291148, + "queueWeight": 1.1675181905291148, "recentSuccess": 25, - "recentSuccessRate": 0.14285714285714285, - "recentTerminal": 175, - "recentWilsonLowerBound": 0.09867206951876406, + "recentSuccessRate": 0.14534883720930233, + "recentTerminal": 172, + "recentWilsonLowerBound": 0.10042891659711195, "running": 7, - "selectionWeight": 0.1756494095981962, + "selectionWeight": 0.19198720179411075, "stale": false, "submissionEligible": true, - "throughputPerHour": 29.166666666666668, - "waiting": 9500 + "throughputPerHour": 28.666666666666668, + "waiting": 9501 }, "Iluvatar_bi-100": { "available": true, - "backlogHours": 54.19948849104859, + "backlogHours": 55.41361256544503, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-100", "healthFactor": 1.0, "maxConcurrentTasks": 24, - "qualityFactor": 0.23499670024031583, + "qualityFactor": 0.22004928386811895, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 60, - "recentSuccessRate": 0.1534526854219949, - "recentTerminal": 391, - "recentWilsonLowerBound": 0.12111341383064543, + "recentSuccess": 56, + "recentSuccessRate": 0.14659685863874344, + "recentTerminal": 382, + "recentWilsonLowerBound": 0.11464732620753905, "running": 24, - "selectionWeight": 0.3054957103124106, + "selectionWeight": 0.28606406902855464, "stale": false, "submissionEligible": true, - "throughputPerHour": 65.16666666666667, - "waiting": 3532 + "throughputPerHour": 63.666666666666664, + "waiting": 3528 }, "Iluvatar_bi-150": { "available": true, - "backlogHours": 329.62237762237766, + "backlogHours": 324.951724137931, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-150", "healthFactor": 1.0, "maxConcurrentTasks": 50, - "qualityFactor": 0.28936777736457464, - "queueFactor": 1.1711258505558142, - "queueWeight": 1.1711258505558142, + "qualityFactor": 0.29627914693668334, + "queueFactor": 1.170980457569833, + "queueWeight": 1.170980457569833, "recentSuccess": 27, - "recentSuccessRate": 0.1888111888111888, - "recentTerminal": 143, - "recentWilsonLowerBound": 0.13313059841931657, - "running": 1, - "selectionWeight": 0.33888608438953294, + "recentSuccessRate": 0.18620689655172415, + "recentTerminal": 145, + "recentWilsonLowerBound": 0.1312449567986973, + "running": 5, + "selectionWeight": 0.34693709104831727, "stale": false, "submissionEligible": true, - "throughputPerHour": 23.833333333333332, - "waiting": 7856 + "throughputPerHour": 24.166666666666668, + "waiting": 7853 }, "Iluvatar_mrv-100": { "available": true, - "backlogHours": 3122.516129032258, + "backlogHours": 3024.75, "canVerify": true, "error": null, "gpu": "Iluvatar_mrv-100", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 1.03230875714754, - "queueFactor": 0.8358538880772389, - "queueWeight": 0.8358538880772389, + "qualityFactor": 1.0114887995522548, + "queueFactor": 0.8379518251607798, + "queueWeight": 0.8379518251607798, "recentSuccess": 12, - "recentSuccessRate": 0.3870967741935484, - "recentTerminal": 31, - "recentWilsonLowerBound": 0.23732875351271562, + "recentSuccessRate": 0.375, + "recentTerminal": 32, + "recentWilsonLowerBound": 0.2293366846595921, "running": 2, - "selectionWeight": 0.8628592883579536, + "selectionWeight": 0.847578885714498, "stale": false, "submissionEligible": true, - "throughputPerHour": 5.166666666666667, - "waiting": 16133 + "throughputPerHour": 5.333333333333333, + "waiting": 16132 }, "Kunlunxin_p-800": { "available": true, - "backlogHours": 328.09580838323353, + "backlogHours": 327.77245508982037, "canVerify": true, "error": null, "gpu": "Kunlunxin_p-800", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 0.37351463317377626, - "queueFactor": 1.171941593766269, - "queueWeight": 1.171941593766269, - "recentSuccess": 34, - "recentSuccessRate": 0.20359281437125748, + "qualityFactor": 0.4917091920827579, + "queueFactor": 1.169463323090503, + "queueWeight": 1.169463323090503, + "recentSuccess": 37, + "recentSuccessRate": 0.2215568862275449, "recentTerminal": 167, - "recentWilsonLowerBound": 0.14950910277111326, + "recentWilsonLowerBound": 0.1652288635924317, "running": 8, - "selectionWeight": 0.43773733449669866, + "selectionWeight": 0.5750358657672484, "stale": false, "submissionEligible": true, "throughputPerHour": 27.833333333333332, - "waiting": 9132 + "waiting": 9123 }, "MetaX_c-500": { "available": true, - "backlogHours": 540.140625, + "backlogHours": 562.390243902439, "canVerify": true, "error": null, "gpu": "MetaX_c-500", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 0.4494577967885547, - "queueFactor": 1.0875019494354243, - "queueWeight": 1.0875019494354243, + "qualityFactor": 0.5199056828082729, + "queueFactor": 1.0784917004625414, + "queueWeight": 1.0784917004625414, "recentSuccess": 29, - "recentSuccessRate": 0.2265625, - "recentTerminal": 128, - "recentWilsonLowerBound": 0.1626314704520524, + "recentSuccessRate": 0.23577235772357724, + "recentTerminal": 123, + "recentWilsonLowerBound": 0.169470182254119, "running": 4, - "selectionWeight": 0.488786230196504, + "selectionWeight": 0.5607139639320329, "stale": false, "submissionEligible": true, - "throughputPerHour": 21.333333333333332, - "waiting": 11523 + "throughputPerHour": 20.5, + "waiting": 11529 }, "Mthreads_s4000": { "available": true, - "backlogHours": 1729.912087912088, + "backlogHours": 1749.0666666666666, "canVerify": true, "error": null, "gpu": "Mthreads_s4000", "healthFactor": 1.0, "maxConcurrentTasks": 4, - "qualityFactor": 1.0746755472526957, - "queueFactor": 0.9132768843969472, - "queueWeight": 0.9132768843969472, + "qualityFactor": 1.164834169233836, + "queueFactor": 0.909706964501676, + "queueWeight": 0.909706964501676, "recentSuccess": 30, - "recentSuccessRate": 0.32967032967032966, - "recentTerminal": 91, - "recentWilsonLowerBound": 0.24170756721723363, + "recentSuccessRate": 0.3333333333333333, + "recentTerminal": 90, + "recentWilsonLowerBound": 0.24453359953239737, "running": 4, - "selectionWeight": 0.9814763355325261, + "selectionWeight": 1.0596577562415446, "stale": false, "submissionEligible": true, - "throughputPerHour": 15.166666666666666, - "waiting": 26237 + "throughputPerHour": 15.0, + "waiting": 26236 }, "Sunrise_pt-200-x1": { "available": true, - "backlogHours": 2380.851063829787, + "backlogHours": 2380.9787234042556, "canVerify": true, "error": null, "gpu": "Sunrise_pt-200-x1", "healthFactor": 1.0, "maxConcurrentTasks": 2, "qualityFactor": 0.05, - "queueFactor": 0.8705550441491531, - "queueWeight": 0.8705550441491531, + "queueFactor": 0.8685786436893201, + "queueWeight": 0.8685786436893201, "recentSuccess": 2, "recentSuccessRate": 0.0425531914893617, "recentTerminal": 47, "recentWilsonLowerBound": 0.011748029370569716, "running": 2, - "selectionWeight": 0.04352775220745766, + "selectionWeight": 0.04342893218446601, "stale": false, "submissionEligible": false, "throughputPerHour": 7.833333333333333, - "waiting": 18650 + "waiting": 18651 }, "Vastai_va16": { "available": true, - "backlogHours": 695.312101910828, + "backlogHours": 695.3503184713376, "canVerify": true, "error": null, "gpu": "Vastai_va16", "healthFactor": 1.0, "maxConcurrentTasks": 16, - "qualityFactor": 0.9399031926390311, - "queueFactor": 1.0470781627071841, - "queueWeight": 1.0470781627071841, - "recentSuccess": 46, - "recentSuccessRate": 0.2929936305732484, + "qualityFactor": 1.0494969615720624, + "queueFactor": 1.044700795419737, + "queueWeight": 1.044700795419737, + "recentSuccess": 47, + "recentSuccessRate": 0.29936305732484075, "recentTerminal": 157, - "recentWilsonLowerBound": 0.22742506046449829, + "recentWilsonLowerBound": 0.23321441839069884, "running": 16, - "selectionWeight": 0.9841521080710932, + "selectionWeight": 1.0964103105449308, "stale": false, "submissionEligible": true, "throughputPerHour": 26.166666666666668, - "waiting": 18194 + "waiting": 18195 }, "hygon_k100-ai": { "available": true, - "backlogHours": 1194.4354838709676, + "backlogHours": 1166.0787401574803, "canVerify": true, "error": null, "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, - "qualityFactor": 0.9170872231229641, - "queueFactor": 0.9654541773740487, - "queueWeight": 0.9654541773740487, + "qualityFactor": 0.9172647515294506, + "queueFactor": 0.9667480226242078, + "queueWeight": 0.9667480226242078, "recentSuccess": 37, - "recentSuccessRate": 0.29838709677419356, - "recentTerminal": 124, - "recentWilsonLowerBound": 0.22489882720831866, + "recentSuccessRate": 0.29133858267716534, + "recentTerminal": 127, + "recentWilsonLowerBound": 0.21936666512736952, "running": 6, - "selectionWeight": 0.885405690580432, + "selectionWeight": 0.8867638847639817, "stale": false, "submissionEligible": true, - "throughputPerHour": 20.666666666666668, - "waiting": 24685 + "throughputPerHour": 21.166666666666668, + "waiting": 24682 } }, - "queueAttemptedAt": "2026-10-23T00:38:53.061534+00:00", + "queueAttemptedAt": "2026-10-23T00:49:16.473585+00:00", "queueError": null, - "queueUpdatedAt": "2026-10-23T00:38:53.061534+00:00", + "queueUpdatedAt": "2026-10-23T00:49:16.473585+00:00", "supportedGpus": [ "Cambricon_mlu-370-x4", "Vastai_va16", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 6d4877113d..957d87aa5a 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-10-23T00:47:29.960489+00:00", + "catalogUpdatedAt": "2026-10-23T00:49:16.473585+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-10-23T00:47:29.960489+00:00", + "generatedAt": "2026-10-23T00:49:16.473585+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -6419,6 +6419,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-10-23T00:47:29.960489+00:00", + "taskTreeUpdatedAt": "2026-10-23T00:49:16.473585+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index e5d7ccc092..5bbc7e52e5 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-10-22T22:09:17.530210+00:00", - "lastSyncTime": "2026-10-22T22:09:17.259600+00:00", + "generatedAt": "2026-10-23T00:49:16.297845+00:00", + "lastSyncTime": "2026-10-23T00:49:16.057541+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -2558,15 +2558,15 @@ "unresolvedFailureCount": 158 }, "Mthreads_s4000|vllm|text-generation": { - "attributableFailureCount": 90, - "decisionFailureRate": 0.7895, - "decisionSuccessRate": 0.2105, - "decisionTotal": 114, + "attributableFailureCount": 91, + "decisionFailureRate": 0.7913, + "decisionSuccessRate": 0.2087, + "decisionTotal": 115, "failureBreakdown": { "ambiguous_runtime": 82, "attention_backend": 2, "backend_operator": 8, - "framework_architecture_unsupported": 64, + "framework_architecture_unsupported": 65, "memory_capacity": 1, "model_load": 4, "platform_infrastructure": 1, @@ -2575,17 +2575,17 @@ "tokenizer_compatibility": 5, "参数/模板问题": 26 }, - "failureCount": 199, - "failureRate": 0.8924, + "failureCount": 200, + "failureRate": 0.8929, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 24, - "successRate": 0.1076, + "successRate": 0.1071, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", - "total": 223, + "total": 224, "unresolvedFailureCount": 108 }, "Mthreads_s4000|vllm|visual-multi-modal": { @@ -3213,17 +3213,17 @@ "unresolvedFailureCount": 6556 }, "vllm": { - "attributableFailureCount": 3714, + "attributableFailureCount": 3715, "decisionFailureRate": 0.971, "decisionSuccessRate": 0.029, - "decisionTotal": 3825, + "decisionTotal": 3826, "failureBreakdown": { "ambiguous_runtime": 1609, "architecture_compatibility": 112, "attention_backend": 3, "backend_operator": 98, "context_length": 161, - "framework_architecture_unsupported": 1424, + "framework_architecture_unsupported": 1425, "memory_capacity": 725, "model_load": 230, "platform_infrastructure": 888, @@ -3232,14 +3232,14 @@ "tokenizer_compatibility": 425, "参数/模板问题": 99 }, - "failureCount": 6310, + "failureCount": 6311, "failureRate": 0.9827, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 888, "successCount": 111, "successRate": 0.0173, - "total": 6421, + "total": 6422, "unresolvedFailureCount": 1708 }, "vllm-customized": { @@ -3390,7 +3390,7 @@ "unresolvedFailureCount": 341 } }, - "generatedAt": "2026-10-22T22:09:17.516208+00:00", + "generatedAt": "2026-10-23T00:49:16.280063+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 133, @@ -3697,15 +3697,15 @@ "unresolvedFailureCount": 826 }, "Mthreads_s4000": { - "attributableFailureCount": 94, - "decisionFailureRate": 0.6763, - "decisionSuccessRate": 0.3237, - "decisionTotal": 139, + "attributableFailureCount": 95, + "decisionFailureRate": 0.6786, + "decisionSuccessRate": 0.3214, + "decisionTotal": 140, "failureBreakdown": { "ambiguous_runtime": 128, "attention_backend": 2, "backend_operator": 8, - "framework_architecture_unsupported": 65, + "framework_architecture_unsupported": 66, "memory_capacity": 1, "model_load": 7, "platform_infrastructure": 1, @@ -3716,14 +3716,14 @@ "日志缺失": 96, "验证失败": 26 }, - "failureCount": 429, - "failureRate": 0.9051, + "failureCount": 430, + "failureRate": 0.9053, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 45, - "successRate": 0.0949, - "total": 474, + "successRate": 0.0947, + "total": 475, "unresolvedFailureCount": 334 }, "Sunrise_pt-200-x1": { @@ -21642,16 +21642,16 @@ "unresolvedFailureCount": 0 }, "Mthreads_s4000|vllm|text-generation|spark2_5|none": { - "attributableFailureCount": 2, + "attributableFailureCount": 3, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 2, + "decisionTotal": 3, "failureBreakdown": { "ambiguous_runtime": 1, - "framework_architecture_unsupported": 1, + "framework_architecture_unsupported": 2, "tokenizer_compatibility": 1 }, - "failureCount": 3, + "failureCount": 4, "failureRate": 1.0, "framework": "vllm", "modelType": "spark2_5", @@ -21663,7 +21663,7 @@ "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", - "total": 3, + "total": 4, "unresolvedFailureCount": 1 }, "Mthreads_s4000|vllm|text-generation|spark2_5|torchao": { @@ -55170,14 +55170,15 @@ "unresolvedFailureCount": 0 }, "Mthreads_s4000|vllm|text-generation|spark2_5|none|31": { - "attributableFailureCount": 0, - "decisionFailureRate": 0.0, + "attributableFailureCount": 1, + "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 0, + "decisionTotal": 1, "failureBreakdown": { - "ambiguous_runtime": 1 + "ambiguous_runtime": 1, + "framework_architecture_unsupported": 1 }, - "failureCount": 1, + "failureCount": 2, "failureRate": 1.0, "framework": "vllm", "loadSizeLog2Bucket": 31, @@ -55190,7 +55191,7 @@ "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", - "total": 1, + "total": 2, "unresolvedFailureCount": 1 }, "Mthreads_s4000|vllm|text-generation|spark2_5|none|32": { @@ -60960,20 +60961,20 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 17984, - "totalRecords": 18525, + "terminalRecords": 17985, + "totalRecords": 18526, "totals": { - "attributableFailureCount": 6365, + "attributableFailureCount": 6366, "decisionFailureRate": 0.8659, "decisionSuccessRate": 0.1341, - "decisionTotal": 7351, + "decisionTotal": 7352, "failureBreakdown": { "ambiguous_runtime": 4671, "architecture_compatibility": 212, "attention_backend": 3, "backend_operator": 136, "context_length": 328, - "framework_architecture_unsupported": 2361, + "framework_architecture_unsupported": 2362, "memory_capacity": 1207, "model_load": 577, "platform_infrastructure": 972, @@ -60984,17 +60985,18 @@ "日志缺失": 719, "验证失败": 676 }, - "failureCount": 16998, + "failureCount": 16999, "failureRate": 0.9452, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 972, "successCount": 986, "successRate": 0.0548, - "total": 17984, + "total": 17985, "unresolvedFailureCount": 9661 }, "warnings": [ + "GPU Vastai_va16 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Cambricon_mlu-370-x4 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Kunlunxin_p-800 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。", @@ -61007,7 +61009,6 @@ "GPU Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。", "GPU hygon_k100-ai 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。", - "GPU Vastai_va16 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。", "组合 Biren_166m|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Mthreads_s4000|llamacpp|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", @@ -61024,9 +61025,7 @@ "组合 Iluvatar_mrv-100|unknown|visual-multi-modal 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Vastai_va16|vllm_fix_tokenizer|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Kunlunxin_p-800|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", - "组合 Cambricon_mlu-370-x8|vllm-customized|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Sunrise_pt-200-x1|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", - "组合 Cambricon_mlu-370-x8|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-150|llamacpp|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_mrv-100|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", @@ -61051,10 +61050,12 @@ "组合 Cambricon_mlu-370-x8|vllm-mlu|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Cambricon_mlu-370-x4|vllm-mlu|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Mthreads_s4000|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", - "组合 Iluvatar_bi-150|vllm_fix_tokenizer|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。" + "组合 Iluvatar_bi-150|vllm_fix_tokenizer|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", + "组合 Cambricon_mlu-370-x8|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", + "组合 Cambricon_mlu-370-x8|vllm-customized|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。" ] }, "storageMode": "decision_state_only", - "summarizedRecords": 18525, + "summarizedRecords": 18526, "version": 1 } diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl index fda808296b..63380a051d 100644 --- a/.modelhub_state/recovery_intents.jsonl +++ b/.modelhub_state/recovery_intents.jsonl @@ -3727,6 +3727,18 @@ {"batchId": "d951efdc91554b1eb41d1bbf3ae1e0d7", "completedAt": "2026-10-22T20:21:06.258245+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T20:21:03.557699+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a36c6ca0622d46fc8f09c65b58529360", "lastModified": "2026-10-22T13:57:14+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "reason": null, "reconciledAt": "2026-10-23T00:47:44.480936+00:00", "repoId": "cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5724977", "taskType": "text-generation"} {"batchId": "4da72fb9df654621af214d2580119d18", "completedAt": "2026-10-22T20:25:26.110649+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T20:25:23.630397+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5bcde5a40eb543eeb24ce85c99821717", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-23T00:47:44.482572+00:00", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5725025", "taskType": "text-generation"} {"batchId": "e72c464f837541da9c1da8886bf58419", "completedAt": "2026-10-22T22:44:16.149243+00:00", "configFingerprint": "1d8ba6e2bf36aa47c80ff7bd95383cf1571f55e0a76760eb56b3f847863afa7f", "configSource": "modelhub_live", "createdAt": "2026-10-22T22:44:13.585401+00:00", "framework": "llamacpp", "intentId": "3669a4afc92a4768b586a1925807bb3c", "lastModified": "2026-10-22T14:16:42+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF", "reason": null, "reconciledAt": "2026-10-23T00:47:44.482569+00:00", "repoId": "InternScience/Sage-A1.5-Q8_0-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "hygon_k100-ai", "taskId": "5726692", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.073882+00:00", "framework": "llamacpp", "intentId": "98e81a7356bf4c57a49911d6179e02c5", "lastModified": "2026-10-21T18:16:46+00:00", "modelAddress": "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "91915287b76ea7e05cad914ff86bc370079e1da493390c06596dc5d6300af314", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.073988+00:00", "framework": "llamacpp", "intentId": "e0ed4fbfb8f14cd2ab9ad74484a841e7", "lastModified": "2026-10-22T14:16:42+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF", "repoId": "InternScience/Sage-A1.5-Q8_0-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Mthreads_s4000", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.074047+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d3965dadeb7644ca8dcff4a414da4caa", "lastModified": "2026-10-21T16:58:14+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.074100+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9632a37bbe5440b188f242f72b69d2af", "lastModified": "2026-10-21T16:41:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.074151+00:00", "framework": "vllm_tokenizer_patch", "intentId": "08b0486968d24dc3bbd0523999383950", "lastModified": "2026-10-21T16:33:24+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.074202+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1ca50f76761b4507a3339bfe17d4c6a9", "lastModified": "2026-10-21T16:31:51+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.074241+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b6b0050c6dfa4624888a4acf59a8cbf7", "lastModified": "2026-10-22T13:58:47+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.074278+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a229727ae91d476a8433e35dd196eb7c", "lastModified": "2026-10-21T17:21:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.074315+00:00", "framework": "vllm_tokenizer_patch", "intentId": "95da62073b0a486c9c0730495076e326", "lastModified": "2026-10-21T17:03:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.074352+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1098b5162bb34199a433df8ec578a843", "lastModified": "2026-10-21T19:08:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.074388+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bb87b099b5ce4fa5a652f4cc68985d18", "lastModified": "2026-10-21T16:19:52+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"} +{"batchId": "fae459cfbb734c268862fd3a50b000db", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:49:20.074425+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7cb1da5655b5408bb05c8e220452f83f", "lastModified": "2026-10-22T13:17:57+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"} {"batchId": "89094aa248174f7f8709cb7a5c2c976d", "completedAt": "2026-10-23T00:47:39.075964+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:47:36.398872+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6a25be076424483d96836a23570d5d54", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"} {"batchId": "89094aa248174f7f8709cb7a5c2c976d", "completedAt": "2026-10-23T00:47:39.075961+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:47:36.398806+00:00", "framework": "vllm_tokenizer_patch", "intentId": "55599270ba49495fb0f3f2bee913b9c6", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"} {"batchId": "89094aa248174f7f8709cb7a5c2c976d", "completedAt": "2026-10-23T00:47:39.075958+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T00:47:36.398739+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1ff658b5279a40e8a32c3d71a563941c", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"} diff --git a/manifest.json b/manifest.json index 741cdc11ea..a80a8c5403 100644 --- a/manifest.json +++ b/manifest.json @@ -2,24 +2,24 @@ "agentVersion": "2026.09.04.4", "checksums": { ".modelhub_state/account_capacity.json": "8e55114afd0f037ca058ccf67fd1b24be10fa05aa2039000b4028b8d3683f11f", - ".modelhub_state/architecture_compatibility_blacklist.json": "b248d945ddf674b1eedf0f55e9067bf97cd6056c02aec2b88f05ca57062e5bf0", + ".modelhub_state/architecture_compatibility_blacklist.json": "99e1a6d3364feb0f9745da691fa7c8f08e1ac680ebfdee1035fcc297dda2af6a", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", - ".modelhub_state/market_intelligence.json": "e2f623f7fc586d0662dbd397d5ecf70b06ecc10761e7705a4baa2a819e82c19f", - ".modelhub_state/official_capabilities.json": "faf300dbc7c02f0f77a0f52fe7331f575ab47401115d2251eeffac598d5bd2f3", - ".modelhub_state/outcome_checkpoint.json": "01be32148d01c2a3fb807b900fa2078d77b81db145a96bffdc0f58fd7ad1f1e0", + ".modelhub_state/market_intelligence.json": "f439087040cb07b60bbb4f4f81846fc5bbb14b704e2202d05b0ce266e208cf16", + ".modelhub_state/official_capabilities.json": "ed2b4247e1842f7a1910110e76026f259b8c531e5de0276975d7e831d2acb700", + ".modelhub_state/outcome_checkpoint.json": "a0aa8dee21b1caaa2579121b4fa9c7158eb95f014d42cc0cd567b5981047bc54", ".modelhub_state/queue_cleanup_latest.json": "f5c6a7a2fc1c4414df13c85e3cb67c1605111cc1b0383163de9820194d12893d", ".modelhub_state/recent_outcomes.jsonl": "af80b03c1147019d447a3a33c5bbb83a8733c09983c2a9478b8d3b01bb7a779f", ".modelhub_state/recovery_active_tasks.jsonl": "981a1ee65760aceca46f904ba9093ed1c14632ee7c817d6695d470689354f387", - ".modelhub_state/recovery_intents.jsonl": "69f21f2ab7b6197c5362a898a0c34152c6d64ee8eeea990a3bfe5cb7a958d26f", + ".modelhub_state/recovery_intents.jsonl": "412dd14be23c110814c322f940365a600c73be011c3e7c98f5b4bc37d794bd85", ".modelhub_state/routing_intelligence.json": "e1d7356b802e686660ed8069eda5dc2566999f4f9d483d025eee28e96ec90b71", ".modelhub_state/submission_exclusions.jsonl": "3bb99a0a703cee6767cdaeed2e3d26480ebf6d1cb44552f40bf65c94d9ed58b1", ".modelhub_state/worker_crashes.jsonl": "50e3ab320d986c635b0d4cb9b1de107b33f9ab8864ff5aa9ca00e1b4af9f30cc", "ledger/submissions.jsonl": "7ed8eeff33a95af4e4641f8417f5dc2d7ac11e38c839de2c1ef950dddb07bb33", - "outcomes/submissions.jsonl": "b7700a03903f1f23733d9320875c9359d6841c12e6aa5b972b70b2d54c6bdc52" + "outcomes/submissions.jsonl": "09b2d322376e860af1602a7cec4b125436b98c2f35df0ebb386acc42666708e6" }, - "generation": 30465, - "phase": "cycle", + "generation": 30466, + "phase": "intent", "schemaVersion": 1, - "updatedAt": "2026-10-23T00:47:44.746373+00:00", + "updatedAt": "2026-10-23T00:49:20.227734+00:00", "writerId": "a94e2cbdfb3d4160878859cdc87771b0" } diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl index 92613fd335..c426424dab 100644 --- a/outcomes/submissions.jsonl +++ b/outcomes/submissions.jsonl @@ -311,7 +311,6 @@ {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-10-04T00:18:23.253674+00:00", "modelId": "IFM/K2-Horizon-MoVA-36B-A4B-FP8", "modelProfile": {"architectures": ["K2HorizonForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 48357709120, "estimatedRequiredGiB": 54.081, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "k2_horizon", "modelscopeFileSize": 48390780116, "modelscopeLicense": "apache-2.0", "modelscopeParams": 37444792020, "modelscopeTags": ["license:apache-2.0", "model_type:k2_horizon", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:k2-horizon", "custom_tag:36b", "custom_tag:mova", "custom_tag:moe", "custom_tag:fp8", "custom_tag:open-weights", "custom_tag:ifm"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "fp8", "repositoryOnDiskBytes": 48390780116}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-03T16:15:50.253737+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5260131", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-10-04T00:18:23.253402+00:00", "modelId": "mlx-community/K2-Horizon-3.7B-8bit", "modelProfile": {"architectures": ["K2HorizonForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5374667178, "estimatedRequiredGiB": 6.03, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "k2_horizon", "modelscopeFileSize": 5395463319, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "model_type:k2_horizon", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:quantized", "custom_tag:dense", "custom_tag:k2-horizon"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 5395463319}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-03T16:15:50.261321+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5260133", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm-patch-tokenizer", "lastSyncTime": "2026-10-04T00:18:23.253359+00:00", "modelId": "Altworld/Hemmingway-1", "modelProfile": {"architectures": ["Qwen3_5ForCausalLM"], "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 54641496528, "estimatedRequiredGiB": 61.09, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_text", "modelscopeFileSize": 54662159810, "modelscopeLicense": "cc-by-nc-4.0", "modelscopeParams": 27320697856, "modelscopeTags": ["license:cc-by-nc-4.0", "model_type:qwen3_5_text", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:qwen3.8", "custom_tag:chat", "custom_tag:creative-writing", "custom_tag:altworld"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 54662159810}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-03T16:15:50.371745+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5260134", "taskType": "text-generation", "verifyResult": null} -{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-10-04T00:18:23.253446+00:00", "modelId": "OsaurusAI/Raptor-0.6-4B-JANG_4M", "modelProfile": {"architectures": ["Spark2_5ForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 2635323720, "estimatedRequiredGiB": 2.962, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "spark2_5", "modelscopeFileSize": 2650224659, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "model_type:spark2_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:jang", "custom_tag:quantized", "custom_tag:apple-silicon", "custom_tag:reasoning", "custom_tag:agent", "custom_tag:tool-use", "custom_tag:spark2_5", "custom_tag:imatrix", "custom_tag:awq", "custom_tag:gptq"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 2650224659}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-03T16:15:50.548226+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5260141", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-10-04T03:01:41.555967+00:00", "modelId": "LessThanThreeAI/Qwen3.8-27B-Humanlike-Chat-2.0-GPTQ-Int4", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 20593110848, "estimatedRequiredGiB": 23.04, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": null, "modelscopeLicense": "apache-2.0", "modelscopeParams": 424699392, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:vllm", "custom_tag:sglang", "custom_tag:gptq", "custom_tag:int4", "custom_tag:w4a16", "custom_tag:compressed-tensors", "custom_tag:llm-compressor", "custom_tag:safetensors", "custom_tag:qwen3.8", "custom_tag:conversational", "custom_tag:tool-calling", "custom_tag:function-calling", "custom_tag:roleplay", "custom_tag:character", "custom_tag:humanlike", "custom_tag:uncensored"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": null, "quantizationMethod": "compressed-tensors", "recursiveRepositoryBytes": 20616225866, "repositoryOnDiskBytes": 20616225866}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-03T18:55:00.153550+00:00", "targetGpu": "Biren_166m", "taskId": "5263453", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-10-04T03:19:12.246914+00:00", "modelId": "LessThanThreeAI/Qwen3.8-27B-Humanlike-Chat-2.0-GPTQ-Int4", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 20593110848, "estimatedRequiredGiB": 23.04, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": null, "modelscopeLicense": "apache-2.0", "modelscopeParams": 424699392, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:vllm", "custom_tag:sglang", "custom_tag:gptq", "custom_tag:int4", "custom_tag:w4a16", "custom_tag:compressed-tensors", "custom_tag:llm-compressor", "custom_tag:safetensors", "custom_tag:qwen3.8", "custom_tag:conversational", "custom_tag:tool-calling", "custom_tag:function-calling", "custom_tag:roleplay", "custom_tag:character", "custom_tag:humanlike", "custom_tag:uncensored"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": null, "quantizationMethod": "compressed-tensors", "recursiveRepositoryBytes": 20616225866, "repositoryOnDiskBytes": 20616225866}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-03T19:12:16.744930+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5264047", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-10-04T10:01:33.651736+00:00", "modelId": "SC117/Ornith-1.0-35B-Heretic-MTP", "modelProfile": {"architectures": ["Qwen3_5MoeForConditionalGeneration"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 71908134368, "estimatedRequiredGiB": 80.398, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe", "modelscopeFileSize": 71938541955, "modelscopeLicense": "mit", "modelscopeParams": 35951822704, "modelscopeTags": ["license:mit", "model_type:qwen3_5_moe", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:qwen3_5_moe", "custom_tag:reasoning", "custom_tag:agentic-coding", "custom_tag:heretic", "custom_tag:mtp", "custom_tag:apex", "custom_tag:quantization", "custom_tag:gguf", "custom_tag:multimodal", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": 71938541955, "quantizationMethod": null, "recentProfileFeedback": {"attributableFailureCount": 0, "consecutiveFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": {"ambiguous_runtime": 1}, "failureCount": 1, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "lastTerminalAt": "2026-09-23T21:42:41.557218+00:00", "modelType": "qwen3_5_moe", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "quantizationMethod": "none", "successCount": 0, "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", "total": 1, "unresolvedFailureCount": 1}, "recursiveRepositoryBytes": 71938541955, "repositoryOnDiskBytes": 71938541955}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-04T01:54:06.844290+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "5270463", "taskType": "text-generation", "verifyResult": null}