diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index d534d2987f..c543600116 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -789,7 +789,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-21T17:03:29.561133+00:00",
+  "generatedAt": "2026-10-21T17:05:07.257774+00:00",
   "summary": {
     "activeBlockCount": 38,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 0d82913bbf..6a334b6db9 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,55 +452,55 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-21T17:03:29.665720+00:00",
+  "generatedAt": "2026-10-21T17:05:07.387298+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
-      "backlogHours": 1007.5,
+      "backlogHours": 995.7882352941177,
       "canVerify": true,
       "error": null,
       "gpu": "Ascend_910-b3",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 1.1184857983024414,
-      "queueFactor": 0.995597746775276,
-      "queueWeight": 0.995597746775276,
-      "recentSuccess": 41,
-      "recentSuccessRate": 0.24404761904761904,
-      "recentTerminal": 168,
-      "recentWilsonLowerBound": 0.18529424789343116,
+      "qualityFactor": 0.9352448522632657,
+      "queueFactor": 0.9952003868259951,
+      "queueWeight": 0.9952003868259951,
+      "recentSuccess": 39,
+      "recentSuccessRate": 0.22941176470588234,
+      "recentTerminal": 170,
+      "recentWilsonLowerBound": 0.17260330023616693,
       "running": 8,
-      "selectionWeight": 1.1135619405900565,
+      "selectionWeight": 0.9307560387494227,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 28.0,
-      "waiting": 28210
+      "throughputPerHour": 28.333333333333332,
+      "waiting": 28214
     },
     "Ascend_910-b4": {
       "available": true,
-      "backlogHours": 1223.3999999999999,
+      "backlogHours": 1208.2962962962963,
       "canVerify": true,
       "error": null,
       "gpu": "Ascend_910-b4",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 1.4994118934236744,
-      "queueFactor": 0.9670198564916532,
-      "queueWeight": 0.9670198564916532,
-      "recentSuccess": 44,
-      "recentSuccessRate": 0.275,
-      "recentTerminal": 160,
-      "recentWilsonLowerBound": 0.2117001888931188,
+      "qualityFactor": 1.3427139932682788,
+      "queueFactor": 0.9667397323376359,
+      "queueWeight": 0.9667397323376359,
+      "recentSuccess": 43,
+      "recentSuccessRate": 0.2654320987654321,
+      "recentTerminal": 162,
+      "recentWilsonLowerBound": 0.20344132749077506,
       "running": 9,
-      "selectionWeight": 1.4499610740004396,
+      "selectionWeight": 1.298054966458174,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 26.666666666666668,
+      "throughputPerHour": 27.0,
       "waiting": 32624
     },
     "Biren_166m": {
       "available": true,
-      "backlogHours": 91.82608695652173,
+      "backlogHours": 88.28295819935691,
       "canVerify": true,
       "error": null,
       "gpu": "Biren_166m",
@@ -510,63 +510,63 @@
       "queueFactor": 1.3,
       "queueWeight": 1.3,
       "recentSuccess": 13,
-      "recentSuccessRate": 0.043478260869565216,
-      "recentTerminal": 299,
-      "recentWilsonLowerBound": 0.025582059272516666,
+      "recentSuccessRate": 0.04180064308681672,
+      "recentTerminal": 311,
+      "recentWilsonLowerBound": 0.024588473914327075,
       "running": 8,
       "selectionWeight": 0.065,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 49.833333333333336,
+      "throughputPerHour": 51.833333333333336,
       "waiting": 4576
     },
     "Cambricon_mlu-370-x4": {
       "available": true,
-      "backlogHours": 949.095652173913,
+      "backlogHours": 932.9230769230769,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x4",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 7,
-      "qualityFactor": 0.17948138145582743,
-      "queueFactor": 1.0045560317763533,
-      "queueWeight": 1.0045560317763533,
+      "qualityFactor": 0.1687656758088002,
+      "queueFactor": 1.004982986089101,
+      "queueWeight": 1.004982986089101,
       "recentSuccess": 15,
-      "recentSuccessRate": 0.13043478260869565,
-      "recentTerminal": 115,
-      "recentWilsonLowerBound": 0.08066313322624909,
+      "recentSuccessRate": 0.1282051282051282,
+      "recentTerminal": 117,
+      "recentWilsonLowerBound": 0.0792556745095868,
       "running": 7,
-      "selectionWeight": 0.18029910433300397,
+      "selectionWeight": 0.1696066328236732,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 19.166666666666668,
-      "waiting": 18191
+      "throughputPerHour": 19.5,
+      "waiting": 18192
     },
     "Cambricon_mlu-370-x8": {
       "available": true,
-      "backlogHours": 362.0,
+      "backlogHours": 366.5625,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x8",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 7,
-      "qualityFactor": 0.18289959243760717,
-      "queueFactor": 1.1608186519276982,
-      "queueWeight": 1.1608186519276982,
-      "recentSuccess": 20,
-      "recentSuccessRate": 0.12345679012345678,
-      "recentTerminal": 162,
-      "recentWilsonLowerBound": 0.08135782509025109,
-      "running": 7,
-      "selectionWeight": 0.21231325833154857,
+      "qualityFactor": 0.2096675520256639,
+      "queueFactor": 1.1561478602241226,
+      "queueWeight": 1.1561478602241226,
+      "recentSuccess": 21,
+      "recentSuccessRate": 0.13125,
+      "recentTerminal": 160,
+      "recentWilsonLowerBound": 0.08747218158850315,
+      "running": 8,
+      "selectionWeight": 0.2424066916329012,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 27.0,
-      "waiting": 9774
+      "throughputPerHour": 26.666666666666668,
+      "waiting": 9775
     },
     "Iluvatar_bi-100": {
       "available": true,
-      "backlogHours": 76.24489795918367,
+      "backlogHours": 77.77319587628865,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-100",
@@ -576,196 +576,196 @@
       "queueFactor": 1.3,
       "queueWeight": 1.3,
       "recentSuccess": 20,
-      "recentSuccessRate": 0.06802721088435375,
-      "recentTerminal": 294,
-      "recentWilsonLowerBound": 0.044465051304124745,
+      "recentSuccessRate": 0.06872852233676977,
+      "recentTerminal": 291,
+      "recentWilsonLowerBound": 0.04492801365125831,
       "running": 24,
       "selectionWeight": 0.065,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 49.0,
-      "waiting": 3736
+      "throughputPerHour": 48.5,
+      "waiting": 3772
     },
     "Iluvatar_bi-150": {
       "available": true,
-      "backlogHours": 199.30864197530863,
+      "backlogHours": 196.08097165991904,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-150",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 50,
-      "qualityFactor": 0.4275598655528767,
-      "queueFactor": 1.2695264211703794,
-      "queueWeight": 1.2695264211703794,
+      "qualityFactor": 0.4028730516937468,
+      "queueFactor": 1.269902175668674,
+      "queueWeight": 1.269902175668674,
       "recentSuccess": 39,
-      "recentSuccessRate": 0.16049382716049382,
-      "recentTerminal": 243,
-      "recentWilsonLowerBound": 0.11968190942231703,
-      "running": 4,
-      "selectionWeight": 0.5427985459514321,
+      "recentSuccessRate": 0.15789473684210525,
+      "recentTerminal": 247,
+      "recentWilsonLowerBound": 0.11770525819676647,
+      "running": 3,
+      "selectionWeight": 0.5116093648641672,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 40.5,
+      "throughputPerHour": 41.166666666666664,
       "waiting": 8072
     },
     "Iluvatar_mrv-100": {
       "available": true,
-      "backlogHours": 3027.1875,
+      "backlogHours": 2935.818181818182,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_mrv-100",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 2,
-      "qualityFactor": 1.3835655681337742,
-      "queueFactor": 0.8441405540269833,
-      "queueWeight": 0.8441405540269833,
+      "qualityFactor": 1.2579586397184883,
+      "queueFactor": 0.8462062164330759,
+      "queueWeight": 0.8462062164330759,
       "recentSuccess": 11,
-      "recentSuccessRate": 0.34375,
-      "recentTerminal": 32,
-      "recentWilsonLowerBound": 0.2041023335432855,
+      "recentSuccessRate": 0.3333333333333333,
+      "recentTerminal": 33,
+      "recentWilsonLowerBound": 0.197500294678037,
       "running": 2,
-      "selectionWeight": 1.167923805217102,
+      "selectionWeight": 1.064492420945481,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 5.333333333333333,
-      "waiting": 16145
+      "throughputPerHour": 5.5,
+      "waiting": 16147
     },
     "Kunlunxin_p-800": {
       "available": true,
-      "backlogHours": 390.41095890410963,
+      "backlogHours": 390.57534246575347,
       "canVerify": true,
       "error": null,
       "gpu": "Kunlunxin_p-800",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 0.4203263546798799,
-      "queueFactor": 1.1477369495663954,
-      "queueWeight": 1.1477369495663954,
-      "recentSuccess": 25,
-      "recentSuccessRate": 0.17123287671232876,
+      "qualityFactor": 0.32882528296478963,
+      "queueFactor": 1.145196102955287,
+      "queueWeight": 1.145196102955287,
+      "recentSuccess": 23,
+      "recentSuccessRate": 0.15753424657534246,
       "recentTerminal": 146,
-      "recentWilsonLowerBound": 0.11875726479775375,
+      "recentWilsonLowerBound": 0.107325664098381,
       "running": 8,
-      "selectionWeight": 0.48242408814264814,
+      "selectionWeight": 0.37656943260444664,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 24.333333333333332,
-      "waiting": 9500
+      "waiting": 9504
     },
     "MetaX_c-500": {
       "available": true,
-      "backlogHours": 515.1176470588235,
+      "backlogHours": 507.7391304347826,
       "canVerify": true,
       "error": null,
       "gpu": "MetaX_c-500",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 4,
-      "qualityFactor": 0.173968445571475,
-      "queueFactor": 1.1009933580599347,
-      "queueWeight": 1.1009933580599347,
-      "recentSuccess": 17,
-      "recentSuccessRate": 0.125,
-      "recentTerminal": 136,
-      "recentWilsonLowerBound": 0.07952734560350695,
+      "qualityFactor": 0.1924105226224268,
+      "queueFactor": 1.101005502799157,
+      "queueWeight": 1.101005502799157,
+      "recentSuccess": 18,
+      "recentSuccessRate": 0.13043478260869565,
+      "recentTerminal": 138,
+      "recentWilsonLowerBound": 0.08412291616249355,
       "running": 4,
-      "selectionWeight": 0.19153810308620525,
+      "selectionWeight": 0.2118450442037536,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 22.666666666666668,
-      "waiting": 11676
+      "throughputPerHour": 23.0,
+      "waiting": 11678
     },
     "Mthreads_s4000": {
       "available": true,
-      "backlogHours": 2018.6923076923076,
+      "backlogHours": 2044.8311688311687,
       "canVerify": true,
       "error": null,
       "gpu": "Mthreads_s4000",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 4,
-      "qualityFactor": 0.3554098912818346,
-      "queueFactor": 0.8970365607365702,
-      "queueWeight": 0.8970365607365702,
-      "recentSuccess": 14,
-      "recentSuccessRate": 0.1794871794871795,
-      "recentTerminal": 78,
-      "recentWilsonLowerBound": 0.11003815950408477,
+      "qualityFactor": 0.29023835932479897,
+      "queueFactor": 0.8933815234947402,
+      "queueWeight": 0.8933815234947402,
+      "recentSuccess": 13,
+      "recentSuccessRate": 0.16883116883116883,
+      "recentTerminal": 77,
+      "recentWilsonLowerBound": 0.1014057303066853,
       "running": 4,
-      "selectionWeight": 0.3188156665272152,
+      "selectionWeight": 0.2592935876302027,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 13.0,
-      "waiting": 26243
+      "throughputPerHour": 12.833333333333334,
+      "waiting": 26242
     },
     "Sunrise_pt-200-x1": {
       "available": true,
-      "backlogHours": 1356.1463414634147,
+      "backlogHours": 1339.734939759036,
       "canVerify": true,
       "error": null,
       "gpu": "Sunrise_pt-200-x1",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 2,
       "qualityFactor": 0.05,
-      "queueFactor": 0.9521923319683598,
-      "queueWeight": 0.9521923319683598,
+      "queueFactor": 0.9518812061639889,
+      "queueWeight": 0.9518812061639889,
       "recentSuccess": 7,
-      "recentSuccessRate": 0.08536585365853659,
-      "recentTerminal": 82,
-      "recentWilsonLowerBound": 0.04196599135384305,
+      "recentSuccessRate": 0.08433734939759036,
+      "recentTerminal": 83,
+      "recentWilsonLowerBound": 0.04145280918254787,
       "running": 2,
-      "selectionWeight": 0.047609616598417996,
+      "selectionWeight": 0.047594060308199446,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 13.666666666666666,
-      "waiting": 18534
+      "throughputPerHour": 13.833333333333334,
+      "waiting": 18533
     },
     "Vastai_va16": {
       "available": true,
-      "backlogHours": 1249.0786516853932,
+      "backlogHours": 1277.7241379310344,
       "canVerify": true,
       "error": null,
       "gpu": "Vastai_va16",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 16,
       "qualityFactor": 0.05,
-      "queueFactor": 0.9640114570060588,
-      "queueWeight": 0.9640114570060588,
+      "queueFactor": 0.9586719488454352,
+      "queueWeight": 0.9586719488454352,
       "recentSuccess": 5,
-      "recentSuccessRate": 0.056179775280898875,
-      "recentTerminal": 89,
-      "recentWilsonLowerBound": 0.02423252107991909,
+      "recentSuccessRate": 0.05747126436781609,
+      "recentTerminal": 87,
+      "recentWilsonLowerBound": 0.02479527215679454,
       "running": 16,
-      "selectionWeight": 0.04820057285030294,
+      "selectionWeight": 0.04793359744227176,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 14.833333333333334,
-      "waiting": 18528
+      "throughputPerHour": 14.5,
+      "waiting": 18527
     },
     "hygon_k100-ai": {
       "available": true,
-      "backlogHours": 1446.8235294117646,
+      "backlogHours": 1461.0297029702972,
       "canVerify": true,
       "error": null,
       "gpu": "hygon_k100-ai",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 6,
       "qualityFactor": 2.5,
-      "queueFactor": 0.9429926958287036,
-      "queueWeight": 0.9429926958287036,
+      "queueFactor": 0.9395864130554283,
+      "queueWeight": 0.9395864130554283,
       "recentSuccess": 36,
-      "recentSuccessRate": 0.35294117647058826,
-      "recentTerminal": 102,
-      "recentWilsonLowerBound": 0.26707854330326647,
-      "running": 7,
-      "selectionWeight": 2.357481739571759,
+      "recentSuccessRate": 0.3564356435643564,
+      "recentTerminal": 101,
+      "recentWilsonLowerBound": 0.2698650717934931,
+      "running": 6,
+      "selectionWeight": 2.348966032638571,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 17.0,
-      "waiting": 24596
+      "throughputPerHour": 16.833333333333332,
+      "waiting": 24594
     }
   },
-  "queueAttemptedAt": "2026-10-21T16:53:34.294988+00:00",
+  "queueAttemptedAt": "2026-10-21T17:05:07.387298+00:00",
   "queueError": null,
-  "queueUpdatedAt": "2026-10-21T16:53:34.294988+00:00",
+  "queueUpdatedAt": "2026-10-21T17:05:07.387298+00:00",
   "supportedGpus": [
     "Cambricon_mlu-370-x4",
     "Vastai_va16",
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 28c9630c7d..bf3277cbf9 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T17:03:29.665720+00:00",
+  "catalogUpdatedAt": "2026-10-21T17:05:07.387298+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-21T17:03:29.665720+00:00",
+  "generatedAt": "2026-10-21T17:05:15.344329+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -470,22 +470,6 @@
       ],
       "updatedAt": "2026-10-21T16:25:55.137681+00:00"
     },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-8bit|2026-10-16T15:01:08+00:00|Ascend_910-b3": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:32.342390+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-8bit|2026-10-16T15:01:08+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:32.296413+00:00"
-    },
     "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-8bit|2026-10-16T15:01:08+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -499,228 +483,18 @@
       ],
       "updatedAt": "2026-10-21T16:23:32.420854+00:00"
     },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-8bit|2026-10-16T15:01:08+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:32.387781+00:00"
-    },
     "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-8bit|2026-10-16T15:01:08+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-21T16:23:32.465811+00:00"
     },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-8bit|2026-10-16T15:01:08+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:32.246885+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-3.7B-MLX-4bit|2026-10-16T15:42:47+00:00|Ascend_910-b3": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.445908+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-3.7B-MLX-4bit|2026-10-16T15:42:47+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.403711+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-3.7B-MLX-4bit|2026-10-16T15:42:47+00:00|Iluvatar_bi-150": {
-      "taskTypes": [
-        "asr",
-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
-        "text_classification",
-        "vision_classification",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.516672+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-3.7B-MLX-4bit|2026-10-16T15:42:47+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.482048+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-3.7B-MLX-4bit|2026-10-16T15:42:47+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.552716+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-3.7B-MLX-4bit|2026-10-16T15:42:47+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.373893+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-32B-MLX-bf16|2026-10-16T15:32:57+00:00|Ascend_910-b3": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.790126+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-32B-MLX-bf16|2026-10-16T15:32:57+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.749389+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-32B-MLX-bf16|2026-10-16T15:32:57+00:00|Iluvatar_bi-150": {
-      "taskTypes": [
-        "asr",
-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
-        "text_classification",
-        "vision_classification",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.919203+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-32B-MLX-bf16|2026-10-16T15:32:57+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.862069+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-32B-MLX-bf16|2026-10-16T15:32:57+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.968591+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-32B-MLX-bf16|2026-10-16T15:32:57+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.707814+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-16T15:45:43+00:00|Iluvatar_bi-150": {
-      "taskTypes": [
-        "asr",
-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
-        "text_classification",
-        "vision_classification",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.241383+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-16T15:45:43+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.182675+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-16T15:45:43+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.274025+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-7B-MLX-4bit|2026-10-16T15:13:58+00:00|Ascend_910-b3": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:32.288892+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-7B-MLX-4bit|2026-10-16T15:13:58+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:32.249923+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-7B-MLX-4bit|2026-10-16T15:13:58+00:00|Iluvatar_bi-150": {
-      "taskTypes": [
-        "asr",
-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
-        "text_classification",
-        "vision_classification",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:32.380692+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-7B-MLX-4bit|2026-10-16T15:13:58+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:32.330827+00:00"
-    },
     "https://modelscope.cn/models/IFM/Jais-3-7B-MLX-4bit|2026-10-16T15:13:58+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-21T16:23:32.427736+00:00"
     },
-    "https://modelscope.cn/models/IFM/Jais-3-7B-MLX-4bit|2026-10-16T15:13:58+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:32.215042+00:00"
-    },
-    "https://modelscope.cn/models/IFM/K2-Horizon-0.9B-GGUF|2026-10-16T15:32:57+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.918154+00:00"
-    },
-    "https://modelscope.cn/models/IFM/K2-Horizon-0.9B-GGUF|2026-10-16T15:32:57+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-21T16:23:31.978739+00:00"
-    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-21T15:31:37+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -3415,6 +3189,58 @@
       ],
       "updatedAt": "2026-10-21T16:25:38.973220+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:15.181424+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.998213+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:15.276203+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:15.065057+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T17:05:15.344329+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.958542+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-4bit|2026-10-21T16:43:24+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -3503,6 +3329,57 @@
       ],
       "updatedAt": "2026-10-21T16:25:41.014971+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit|2026-10-21T17:00:21+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.217952+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit|2026-10-21T17:00:21+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.159315+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit|2026-10-21T17:00:21+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.277248+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.098531+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.050406+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.161682+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2-AWQ-4bit|2026-10-21T16:06:05+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -3911,6 +3788,37 @@
       ],
       "updatedAt": "2026-10-21T16:25:32.354037+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.152902+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.105294+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.202618+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.047473+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -4067,6 +3975,36 @@
       ],
       "updatedAt": "2026-10-21T16:27:39.136932+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.136298+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.089128+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.176552+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.048746+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -4681,6 +4619,58 @@
       ],
       "updatedAt": "2026-10-21T16:25:35.971656+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:15.131116+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.988771+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:15.189844+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:15.055302+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T17:05:15.264500+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:05:14.953359+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/granite-4.0-h-tiny-AWQ-8bit|2026-10-21T15:51:34+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -7188,6 +7178,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T17:03:29.665720+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T17:05:07.387298+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index f68add470e..31b11a0294 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3682,6 +3682,18 @@
 {"batchId": "a6b5a6faea0042d2b0aca8f031be78e0", "completedAt": "2026-10-21T16:15:42.277642+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T16:15:39.707813+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c2da18a826984f50ae9818b1dd8a30c5", "lastModified": "2026-10-20T08:50:37+00:00", "modelAddress": "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4", "reason": null, "reconciledAt": "2026-10-21T17:03:35.787979+00:00", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5697435", "taskType": "text-generation"}
 {"batchId": "e95190ebcaa24c238eb552f773a4fb28", "completedAt": "2026-10-21T16:35:00.128045+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T16:34:57.513066+00:00", "framework": "vllm_tokenizer_patch", "intentId": "15123d7adb6b47378eccbe5942deec93", "lastModified": "2026-10-21T16:19:52+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T17:03:35.788231+00:00", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5697881", "taskType": "text-generation"}
 {"batchId": "0ea11e40ac7a4faeb2f2fcddccea6e88", "completedAt": "2026-10-21T16:45:58.474349+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T16:45:55.868842+00:00", "framework": "vllm_tokenizer_patch", "intentId": "42693393ce334a21b320939e92cda285", "lastModified": "2026-10-21T14:24:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T17:03:35.789214+00:00", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5698067", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378057+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c1d1db74a2c24eb99a0f4e22b279686e", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378165+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f63a0f3a8b52493b8e9d1c744748bf68", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378234+00:00", "framework": "vllm_tokenizer_patch", "intentId": "82a6fc2f07224a589d7d11652b15fd20", "lastModified": "2026-10-21T15:40:57+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378285+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0a6f25641fd34b2ea8dc18850be17b05", "lastModified": "2026-10-21T16:56:28+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378335+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a4def800f49f4bc5874bf88dfa7324fb", "lastModified": "2026-10-21T16:21:36+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378384+00:00", "framework": "vllm_tokenizer_patch", "intentId": "01994bf0007547b4807cce9c0ceb773f", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378433+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f971815701ea4789a51527c4597f6176", "lastModified": "2026-10-21T16:56:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378509+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ed084dac283a47069b6af6d203a0a660", "lastModified": "2026-10-21T14:42:38+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-8bit", "repoId": "cyankiwi/Jan-v1-4B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378559+00:00", "framework": "vllm_tokenizer_patch", "intentId": "52763b9e01f847feb759644ae6d3577f", "lastModified": "2026-10-21T17:04:56+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378608+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2c9c46909aa54cf4b4c07200cbecf0b5", "lastModified": "2026-10-21T15:04:03+00:00", "modelAddress": "https://modelscope.cn/models/hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64", "repoId": "hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378657+00:00", "framework": "vllm_tokenizer_patch", "intentId": "145be56053684ece9cc173d6c22b3f02", "lastModified": "2026-10-21T15:53:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "69911f7e1cf64bb2a582af54c82fd268", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:05:16.378740+00:00", "framework": "vllm_tokenizer_patch", "intentId": "eaf263bfe0124246913cdd5c2daddc6d", "lastModified": "2026-10-21T16:38:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
 {"batchId": "d2e08ad75f914a1c86bff90921afe943", "completedAt": "2026-10-21T17:03:33.020143+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:03:30.455354+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5adbc6ff41764b52a3e19043456cd346", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "d2e08ad75f914a1c86bff90921afe943", "completedAt": "2026-10-21T17:03:33.020140+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:03:30.455265+00:00", "framework": "vllm_tokenizer_patch", "intentId": "50a68f773e4a4821bee4b03b1c064b77", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "d2e08ad75f914a1c86bff90921afe943", "completedAt": "2026-10-21T17:03:33.020137+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:03:30.455170+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b7e0e780cc1a47308bf23e2f2da6cff6", "repoId": "cyankiwi/Hermes-4-14B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index d31a16a7f6..559ce2e4cf 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "f8469739f5d9bbd2a9ffacbe7fe657084869bde5970cbfdd8ab0354a4093c814",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "941ab2fb78607e268c0b43e6f5152098ac803d384ea817cf94e4bfe60e93d0ae",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "49e3ccfef3e5d6bdca4c80aa3e7be69ce0fecaa2fb0885021b76e22e6bf91cfd",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "4f91daa6a41d4ff852f179e793c3232974456a675e0262d86db5975dd00f70dc",
-    ".modelhub_state/official_capabilities.json": "cae99a7f977189552d357da57e3dcc098a093edeb7d8c77815e26489818218bf",
+    ".modelhub_state/market_intelligence.json": "231666b654f0ff7ea919624fbc06dfd9dd263ae8cfcd887b4f28bd8b56bbedcb",
+    ".modelhub_state/official_capabilities.json": "5aa567ed119452035b4e795cef4e14fd1cc2eb30154d733d4ae398a5d742f5ac",
     ".modelhub_state/outcome_checkpoint.json": "a76bef20958cab969622ea94c9b949a302d42fdd45561e073763bc656245ed06",
     ".modelhub_state/queue_cleanup_latest.json": "c6f3cd02fd85019f5cf3fbf9eedf9e36291c90a6f9f3d2e1fd5d29b51f7c00d9",
     ".modelhub_state/recent_outcomes.jsonl": "a8537200c5a8edc6ff68cf81f4d430de7dba473e0b5ff46c40f3a0f6981287c9",
     ".modelhub_state/recovery_active_tasks.jsonl": "1a3e16cf2421d9e28463fe5371bc0ff2bd1cda55a570459038c0bf1831d160d4",
-    ".modelhub_state/recovery_intents.jsonl": "7092ab950feaa340117549e2e4e7ef5a088dddeebb9b59574fe8c30daea8ccac",
+    ".modelhub_state/recovery_intents.jsonl": "c214bca4ad6e69a4abdba935992d5883ac3395e837d072cdd25e597a9631d345",
     ".modelhub_state/routing_intelligence.json": "84bf3259825a25b37471a441f65d2c48b5fe76dc46ff5fea84abfadaaf46cef1",
     ".modelhub_state/submission_exclusions.jsonl": "07b0cf531e208c0d6ecfffb156a0cb39a09636bee94976f2a8a2e3b767cf06cc",
     ".modelhub_state/worker_crashes.jsonl": "d46c42c2991f2fda703c2ba17f2b6a21afa8e1453bf67666f1bc0ff3bb99e2e9",
     "ledger/submissions.jsonl": "c05ed1097769d5b3593399db4aa94130faf8555723800776fe194ef0b8e2aaee",
     "outcomes/submissions.jsonl": "50d7d82668981cd74a557b334408ad04dada5f86c98c52ea4dcff9293aeb39f6"
   },
-  "generation": 27350,
-  "phase": "cycle",
+  "generation": 27351,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T17:03:36.028890+00:00",
+  "updatedAt": "2026-10-21T17:05:16.549636+00:00",
   "writerId": "f9d6ac09a4c14ca19fc241d193853c55"
 }