diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index b4e873ada3..15d272311e 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,121 +443,121 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-09T21:49:44.978610+00:00",
+  "generatedAt": "2026-10-09T21:52:31.369567+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
-      "backlogHours": 1006.3636363636364,
+      "backlogHours": 1018.6748466257668,
       "canVerify": true,
       "error": null,
       "gpu": "Ascend_910-b3",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 0.9230453007680305,
-      "queueFactor": 0.9705198890753962,
-      "queueWeight": 0.9705198890753962,
-      "recentSuccess": 43,
-      "recentSuccessRate": 0.2606060606060606,
-      "recentTerminal": 165,
-      "recentWilsonLowerBound": 0.1996157596313117,
+      "qualityFactor": 0.9659296016209673,
+      "queueFactor": 0.9698225284971307,
+      "queueWeight": 0.9698225284971307,
+      "recentSuccess": 42,
+      "recentSuccessRate": 0.25766871165644173,
+      "recentTerminal": 163,
+      "recentWilsonLowerBound": 0.19665017483988861,
       "running": 8,
-      "selectionWeight": 0.8958338229129547,
+      "selectionWeight": 0.9367802885942726,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 27.5,
-      "waiting": 27675
+      "throughputPerHour": 27.166666666666668,
+      "waiting": 27674
     },
     "Ascend_910-b4": {
       "available": true,
-      "backlogHours": 1369.1278195488721,
+      "backlogHours": 1389.93893129771,
       "canVerify": true,
       "error": null,
       "gpu": "Ascend_910-b4",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 2.2319584074796306,
-      "queueFactor": 0.9267254310138922,
-      "queueWeight": 0.9267254310138922,
+      "qualityFactor": 2.5,
+      "queueFactor": 0.9256530742110423,
+      "queueWeight": 0.9256530742110423,
       "recentSuccess": 50,
-      "recentSuccessRate": 0.37593984962406013,
-      "recentTerminal": 133,
-      "recentWilsonLowerBound": 0.29819216386268604,
+      "recentSuccessRate": 0.3816793893129771,
+      "recentTerminal": 131,
+      "recentWilsonLowerBound": 0.3029836022048791,
       "running": 8,
-      "selectionWeight": 2.068412617176641,
+      "selectionWeight": 2.3141326855276056,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 22.166666666666668,
-      "waiting": 30349
+      "throughputPerHour": 21.833333333333332,
+      "waiting": 30347
     },
     "Biren_166m": {
       "available": true,
-      "backlogHours": 141.1135135135135,
+      "backlogHours": 139.70053475935828,
       "canVerify": true,
       "error": null,
       "gpu": "Biren_166m",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 0.23333770536529727,
+      "qualityFactor": 0.20256423317325195,
       "queueFactor": 1.3,
       "queueWeight": 1.3,
-      "recentSuccess": 28,
-      "recentSuccessRate": 0.15135135135135136,
-      "recentTerminal": 185,
-      "recentWilsonLowerBound": 0.1068373151033279,
+      "recentSuccess": 26,
+      "recentSuccessRate": 0.13903743315508021,
+      "recentTerminal": 187,
+      "recentWilsonLowerBound": 0.0966804268172569,
       "running": 8,
-      "selectionWeight": 0.30333901697488647,
+      "selectionWeight": 0.2633335031252275,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 30.833333333333332,
-      "waiting": 4351
+      "throughputPerHour": 31.166666666666668,
+      "waiting": 4354
     },
     "Cambricon_mlu-370-x4": {
       "available": true,
-      "backlogHours": 1238.55,
+      "backlogHours": 1165.764705882353,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x4",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 7,
-      "qualityFactor": 0.05,
-      "queueFactor": 0.9407639105677723,
-      "queueWeight": 0.9407639105677723,
-      "recentSuccess": 8,
-      "recentSuccessRate": 0.1,
-      "recentTerminal": 80,
-      "recentWilsonLowerBound": 0.051546999177685536,
+      "qualityFactor": 0.06264680075067906,
+      "queueFactor": 0.9503989992300216,
+      "queueWeight": 0.9503989992300216,
+      "recentSuccess": 9,
+      "recentSuccessRate": 0.10588235294117647,
+      "recentTerminal": 85,
+      "recentWilsonLowerBound": 0.05671176515955124,
       "running": 7,
-      "selectionWeight": 0.047038195528388616,
+      "selectionWeight": 0.05953945673840794,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 13.333333333333334,
-      "waiting": 16514
+      "throughputPerHour": 14.166666666666666,
+      "waiting": 16515
     },
     "Cambricon_mlu-370-x8": {
       "available": true,
-      "backlogHours": 407.59090909090907,
+      "backlogHours": 398.4888888888889,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x8",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 7,
-      "qualityFactor": 0.20295940292064862,
-      "queueFactor": 1.1114348412551684,
-      "queueWeight": 1.1114348412551684,
-      "recentSuccess": 20,
-      "recentSuccessRate": 0.15151515151515152,
-      "recentTerminal": 132,
-      "recentWilsonLowerBound": 0.1002740451855264,
+      "qualityFactor": 0.23809609437987306,
+      "queueFactor": 1.1164394478040416,
+      "queueWeight": 1.1164394478040416,
+      "recentSuccess": 21,
+      "recentSuccessRate": 0.15555555555555556,
+      "recentTerminal": 135,
+      "recentWilsonLowerBound": 0.10405019069443464,
       "running": 7,
-      "selectionWeight": 0.22557615176635487,
+      "selectionWeight": 0.26581987213376446,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 22.0,
-      "waiting": 8967
+      "throughputPerHour": 22.5,
+      "waiting": 8966
     },
     "Iluvatar_bi-100": {
       "available": true,
-      "backlogHours": 74.85608856088561,
+      "backlogHours": 79.72440944881889,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-100",
@@ -567,36 +567,36 @@
       "queueFactor": 1.3,
       "queueWeight": 1.3,
       "recentSuccess": 11,
-      "recentSuccessRate": 0.04059040590405904,
-      "recentTerminal": 271,
-      "recentWilsonLowerBound": 0.022813501749251047,
+      "recentSuccessRate": 0.04330708661417323,
+      "recentTerminal": 254,
+      "recentWilsonLowerBound": 0.02435113507630027,
       "running": 24,
       "selectionWeight": 0.065,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 45.166666666666664,
-      "waiting": 3381
+      "throughputPerHour": 42.333333333333336,
+      "waiting": 3375
     },
     "Iluvatar_bi-150": {
       "available": true,
-      "backlogHours": 134.31372549019608,
+      "backlogHours": 142.21453287197232,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-150",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 50,
-      "qualityFactor": 0.21608970862601734,
+      "qualityFactor": 0.19188279183962648,
       "queueFactor": 1.3,
       "queueWeight": 1.3,
-      "recentSuccess": 42,
-      "recentSuccessRate": 0.13725490196078433,
-      "recentTerminal": 306,
-      "recentWilsonLowerBound": 0.10317239048284857,
+      "recentSuccess": 37,
+      "recentSuccessRate": 0.12802768166089964,
+      "recentTerminal": 289,
+      "recentWilsonLowerBound": 0.0943288605322635,
       "running": 6,
-      "selectionWeight": 0.28091662121382255,
+      "selectionWeight": 0.24944762939151444,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 51.0,
+      "throughputPerHour": 48.166666666666664,
       "waiting": 6850
     },
     "Iluvatar_mrv-100": {
@@ -607,15 +607,15 @@
       "gpu": "Iluvatar_mrv-100",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 2,
-      "qualityFactor": 0.6900711441440566,
-      "queueFactor": 0.8463051333968026,
-      "queueWeight": 0.8463051333968026,
+      "qualityFactor": 0.7463068072226436,
+      "queueFactor": 0.8472408760863557,
+      "queueWeight": 0.8472408760863557,
       "recentSuccess": 11,
       "recentSuccessRate": 0.2972972972972973,
       "recentTerminal": 37,
       "recentWilsonLowerBound": 0.174893023464082,
       "running": 2,
-      "selectionWeight": 0.58401075169812,
+      "selectionWeight": 0.6323016331805236,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 6.166666666666667,
@@ -623,140 +623,140 @@
     },
     "Kunlunxin_p-800": {
       "available": true,
-      "backlogHours": 431.7049180327869,
+      "backlogHours": 431.65573770491807,
       "canVerify": true,
       "error": null,
       "gpu": "Kunlunxin_p-800",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 0.39623241894832273,
-      "queueFactor": 1.101893524447211,
-      "queueWeight": 1.101893524447211,
-      "recentSuccess": 24,
-      "recentSuccessRate": 0.19672131147540983,
+      "qualityFactor": 0.47798186389077985,
+      "queueFactor": 1.103130717521407,
+      "queueWeight": 1.103130717521407,
+      "recentSuccess": 25,
+      "recentSuccessRate": 0.20491803278688525,
       "recentTerminal": 122,
-      "recentWilsonLowerBound": 0.13591035553474007,
+      "recentWilsonLowerBound": 0.14282861339624775,
       "running": 8,
-      "selectionWeight": 0.4366059366152112,
+      "selectionWeight": 0.5272764764760555,
       "stale": false,
       "submissionEligible": false,
       "throughputPerHour": 20.333333333333332,
-      "waiting": 8778
+      "waiting": 8777
     },
     "MetaX_c-500": {
       "available": true,
-      "backlogHours": 642.3599999999999,
+      "backlogHours": 642.24,
       "canVerify": true,
       "error": null,
       "gpu": "MetaX_c-500",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 4,
-      "qualityFactor": 0.6949234029649564,
-      "queueFactor": 1.0381280048321173,
-      "queueWeight": 1.0381280048321173,
-      "recentSuccess": 25,
-      "recentSuccessRate": 0.25,
+      "qualityFactor": 0.6734280681100844,
+      "queueFactor": 1.0393049676142925,
+      "queueWeight": 1.0393049676142925,
+      "recentSuccess": 24,
+      "recentSuccessRate": 0.24,
       "recentTerminal": 100,
-      "recentWilsonLowerBound": 0.17545094003724265,
+      "recentWilsonLowerBound": 0.16691211265459965,
       "running": 4,
-      "selectionWeight": 0.7214194458311556,
+      "selectionWeight": 0.6998971365177068,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 16.666666666666668,
-      "waiting": 10706
+      "waiting": 10704
     },
     "Mthreads_s4000": {
       "available": true,
-      "backlogHours": 2148.190476190476,
+      "backlogHours": 2182.935483870968,
       "canVerify": true,
       "error": null,
       "gpu": "Mthreads_s4000",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 4,
-      "qualityFactor": 2.5,
-      "queueFactor": 0.8661772287912191,
-      "queueWeight": 0.8661772287912191,
-      "recentSuccess": 27,
-      "recentSuccessRate": 0.42857142857142855,
-      "recentTerminal": 63,
-      "recentWilsonLowerBound": 0.3139672637328724,
+      "qualityFactor": 2.274607144500454,
+      "queueFactor": 0.8650505182772238,
+      "queueWeight": 0.8650505182772238,
+      "recentSuccess": 25,
+      "recentSuccessRate": 0.4032258064516129,
+      "recentTerminal": 62,
+      "recentWilsonLowerBound": 0.2902468291165249,
       "running": 4,
-      "selectionWeight": 2.1654430719780478,
+      "selectionWeight": 1.9676500892271938,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 10.5,
-      "waiting": 22556
+      "throughputPerHour": 10.333333333333334,
+      "waiting": 22557
     },
     "Sunrise_pt-200-x1": {
       "available": true,
-      "backlogHours": 3256.6875,
+      "backlogHours": 3157.818181818182,
       "canVerify": true,
       "error": null,
       "gpu": "Sunrise_pt-200-x1",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 2,
-      "qualityFactor": 0.15570994772623928,
-      "queueFactor": 0.8137692351837984,
-      "queueWeight": 0.8137692351837984,
+      "qualityFactor": 0.15699908853951822,
+      "queueFactor": 0.8184450710676519,
+      "queueWeight": 0.8184450710676519,
       "recentSuccess": 6,
-      "recentSuccessRate": 0.1875,
-      "recentTerminal": 32,
-      "recentWilsonLowerBound": 0.08889423936162782,
+      "recentSuccessRate": 0.18181818181818182,
+      "recentTerminal": 33,
+      "recentWilsonLowerBound": 0.08610651225698264,
       "running": 2,
-      "selectionWeight": 0.12671196507169097,
+      "selectionWeight": 0.12849513017728256,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 5.333333333333333,
-      "waiting": 17369
+      "throughputPerHour": 5.5,
+      "waiting": 17368
     },
     "Vastai_va16": {
       "available": true,
-      "backlogHours": 572.3780487804878,
+      "backlogHours": 572.3414634146342,
       "canVerify": true,
       "error": null,
       "gpu": "Vastai_va16",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 16,
-      "qualityFactor": 0.5491291370460625,
-      "queueFactor": 1.0562463830629318,
-      "queueWeight": 1.0562463830629318,
-      "recentSuccess": 35,
-      "recentSuccessRate": 0.21341463414634146,
+      "qualityFactor": 0.6390447230580367,
+      "queueFactor": 1.0574243921733377,
+      "queueWeight": 1.0574243921733377,
+      "recentSuccess": 36,
+      "recentSuccessRate": 0.21951219512195122,
       "recentTerminal": 164,
-      "recentWilsonLowerBound": 0.1576423019076134,
+      "recentWilsonLowerBound": 0.16298304128303545,
       "running": 16,
-      "selectionWeight": 0.5800156648393725,
+      "selectionWeight": 0.6757414778512234,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 27.333333333333332,
-      "waiting": 15645
+      "waiting": 15644
     },
     "hygon_k100-ai": {
       "available": true,
-      "backlogHours": 1350.2068965517242,
+      "backlogHours": 1334.3863636363637,
       "canVerify": true,
       "error": null,
       "gpu": "hygon_k100-ai",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 6,
-      "qualityFactor": 1.560499445305176,
-      "queueFactor": 0.928661908043721,
-      "queueWeight": 0.928661908043721,
-      "recentSuccess": 30,
-      "recentSuccessRate": 0.3448275862068966,
-      "recentTerminal": 87,
-      "recentWilsonLowerBound": 0.2534251109614927,
+      "qualityFactor": 1.5010129704502717,
+      "queueFactor": 0.9313338038211524,
+      "queueWeight": 0.9313338038211524,
+      "recentSuccess": 29,
+      "recentSuccessRate": 0.32954545454545453,
+      "recentTerminal": 88,
+      "recentWilsonLowerBound": 0.240276916679746,
       "running": 6,
-      "selectionWeight": 1.4491763923782728,
+      "selectionWeight": 1.3979441193543385,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 14.5,
-      "waiting": 19578
+      "throughputPerHour": 14.666666666666666,
+      "waiting": 19571
     }
   },
-  "queueAttemptedAt": "2026-10-09T21:42:26.887520+00:00",
+  "queueAttemptedAt": "2026-10-09T21:52:31.369567+00:00",
   "queueError": null,
-  "queueUpdatedAt": "2026-10-09T21:42:26.887520+00:00",
+  "queueUpdatedAt": "2026-10-09T21:52:31.369567+00:00",
   "supportedGpus": [
     "Cambricon_mlu-370-x4",
     "Kunlunxin_p-800",
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 1d76d7aeeb..6f0b821842 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-09T21:49:44.978610+00:00",
+  "catalogUpdatedAt": "2026-10-09T21:52:31.369567+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-09T21:49:45.759249+00:00",
+  "generatedAt": "2026-10-09T21:52:35.681148+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -1328,7 +1328,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:02.245004+00:00"
+      "updatedAt": "2026-10-09T21:52:35.587577+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-pln5|2026-10-06T14:51:22+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -1395,7 +1395,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:02.048463+00:00"
+      "updatedAt": "2026-10-09T21:52:35.490706+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-06T14:52:33+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -1462,7 +1462,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:02.359924+00:00"
+      "updatedAt": "2026-10-09T21:52:35.681148+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-pln5|2026-10-06T14:43:57+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -1529,7 +1529,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:02.357970+00:00"
+      "updatedAt": "2026-10-09T21:52:35.677300+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-r5|2026-10-06T14:44:12+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -1590,14 +1590,6 @@
       ],
       "updatedAt": "2026-10-09T21:42:40.155415+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-huginn-linear|2026-10-06T14:59:42+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-09T14:16:02.167669+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-huginn-linear|2026-10-06T14:59:42+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -1663,7 +1655,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:01.960446+00:00"
+      "updatedAt": "2026-10-09T21:52:35.488967+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-06T15:00:27+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -1724,14 +1716,6 @@
       ],
       "updatedAt": "2026-10-09T21:42:40.552738+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0|2026-10-06T14:41:43+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-09T14:16:02.448324+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0|2026-10-06T14:41:43+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -1797,7 +1781,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:01.954273+00:00"
+      "updatedAt": "2026-10-09T21:52:35.488944+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-orthoinj|2026-10-06T15:02:03+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -1858,14 +1842,6 @@
       ],
       "updatedAt": "2026-10-09T21:42:40.755262+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-parcae|2026-10-06T14:39:40+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-09T14:16:02.459083+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-parcae|2026-10-06T14:39:40+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -1925,14 +1901,6 @@
       ],
       "updatedAt": "2026-10-09T21:42:40.890023+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-fixed-pln5|2026-10-06T14:33:47+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-09T14:16:02.651962+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-fixed-pln5|2026-10-06T14:33:47+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -1998,7 +1966,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:02.351109+00:00"
+      "updatedAt": "2026-10-09T21:52:35.676900+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-fixed-r5|2026-10-06T14:46:34+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -2199,7 +2167,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:02.169314+00:00"
+      "updatedAt": "2026-10-09T21:52:35.587555+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-learned-entropy0|2026-10-06T14:52:01+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -2266,7 +2234,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:02.349225+00:00"
+      "updatedAt": "2026-10-09T21:52:35.587595+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-orthoinj|2026-10-06T14:49:03+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -3524,7 +3492,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:00.358535+00:00"
+      "updatedAt": "2026-10-09T21:52:35.389796+00:00"
     },
     "https://modelscope.cn/models/bartowski/K2-Horizon-3.7B-GGUF|2026-10-07T19:01:39+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -3591,7 +3559,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:00.278462+00:00"
+      "updatedAt": "2026-10-09T21:52:35.389024+00:00"
     },
     "https://modelscope.cn/models/bartowski/K2-Horizon-32B-GGUF|2026-10-07T20:01:16+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -3614,6 +3582,14 @@
       ],
       "updatedAt": "2026-10-09T21:46:48.572825+00:00"
     },
+    "https://modelscope.cn/models/bartowski/K2-Horizon-375B-A23B-GGUF|2026-10-09T00:20:54+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T21:52:35.056672+00:00"
+    },
     "https://modelscope.cn/models/bartowski/K2-Horizon-375B-A23B-GGUF|2026-10-09T00:20:54+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -3644,12 +3620,35 @@
       ],
       "updatedAt": "2026-10-09T21:42:38.851421+00:00"
     },
+    "https://modelscope.cn/models/bartowski/K2-Horizon-375B-A23B-GGUF|2026-10-09T00:20:54+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T21:52:35.172338+00:00"
+    },
+    "https://modelscope.cn/models/bartowski/K2-Horizon-375B-A23B-GGUF|2026-10-09T00:20:54+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T21:52:34.766105+00:00"
+    },
     "https://modelscope.cn/models/bartowski/K2-Horizon-375B-A23B-GGUF|2026-10-09T00:20:54+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-09T21:46:47.627988+00:00"
     },
+    "https://modelscope.cn/models/bartowski/K2-Horizon-375B-A23B-GGUF|2026-10-09T00:20:54+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T21:52:34.959220+00:00"
+    },
     "https://modelscope.cn/models/bartowski/K2-Horizon-7B-GGUF|2026-10-07T19:45:12+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -3694,7 +3693,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:00.278487+00:00"
+      "updatedAt": "2026-10-09T21:52:35.389314+00:00"
     },
     "https://modelscope.cn/models/bartowski/K2-Horizon-7B-GGUF|2026-10-07T19:45:12+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -3748,7 +3747,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:15:58.263935+00:00"
+      "updatedAt": "2026-10-09T21:52:35.261264+00:00"
     },
     "https://modelscope.cn/models/bartowski/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-08T19:08:57+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -3815,7 +3814,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:15:59.575927+00:00"
+      "updatedAt": "2026-10-09T21:52:35.388708+00:00"
     },
     "https://modelscope.cn/models/bartowski/TheDrummer_Behemoth-X-123B-v2.2-GGUF|2026-10-07T21:28:50+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -3882,7 +3881,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:16:01.858532+00:00"
+      "updatedAt": "2026-10-09T21:52:35.488782+00:00"
     },
     "https://modelscope.cn/models/bravesoftware/Caracal-1|2026-10-06T18:39:26+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -5435,7 +5434,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:15:59.150485+00:00"
+      "updatedAt": "2026-10-09T21:52:35.262206+00:00"
     },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-10-08T13:58:55+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -6145,7 +6144,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T14:15:59.357904+00:00"
+      "updatedAt": "2026-10-09T21:52:35.265497+00:00"
     },
     "https://modelscope.cn/models/vllm-sr/qwen3_mmlu_math-reasoner_no_leakage_r32|2026-10-08T03:47:27+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -7054,6 +7053,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-09T21:49:44.978610+00:00",
+  "taskTreeUpdatedAt": "2026-10-09T21:52:31.369567+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 34ee1bb310..58a1f76bc6 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "96a57131fb2d7739664e40f0d153679063fb5577f3b2020cbe72043477d068d2",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "1e75ff68d0829c9b2120e4e41bde5bad5edbc08a033804e1d9e4438e061b4f00",
-    ".modelhub_state/official_capabilities.json": "87c33f0ff786d5f9459398169926d74465da5b619d8a6ee897fad4324a1a19ea",
+    ".modelhub_state/market_intelligence.json": "17e601af2dc569be701a593c91efb2845bd0469f50229ffae5ddc540bba1e272",
+    ".modelhub_state/official_capabilities.json": "eeacaa181e7905e68647e7726a965fca26a886765115870f24718a3605425b1f",
     ".modelhub_state/outcome_checkpoint.json": "13eb13578a84937f2c6739c24cf793a19ba8ed2933ed1bd3212df590c46e372e",
     ".modelhub_state/queue_cleanup_latest.json": "38724ad9092e337c52ce3db11395bc4c6d1b324caad99791ad032535d2606739",
     ".modelhub_state/recent_outcomes.jsonl": "c03b3c09427b1799a3ef8a23deb08c1658f8f8d957f322d99e70ff34c22d1afa",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "c741c044312bdb2b17ad382b3c8411ad3fadebf14dc93ea6844a629465e02d77",
     "outcomes/submissions.jsonl": "7062855c5a113ae9dcf56a7e855aed208e6c97737885e70c0f3450eb87e4b09f"
   },
-  "generation": 22751,
+  "generation": 22752,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-09T21:49:46.348598+00:00",
+  "updatedAt": "2026-10-09T21:52:36.315055+00:00",
   "writerId": "43462b8a22de474db5c83d43b475a356"
 }