diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index eff26d58f7..677a24749a 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-06T18:44:32.464001+00:00",
+  "generatedAt": "2026-10-06T18:47:36.460728+00:00",
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     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 399f055b37..7131bb9616 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-06T18:44:32.464001+00:00",
+  "catalogUpdatedAt": "2026-10-06T18:47:36.460728+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-06T18:44:33.386038+00:00",
+  "generatedAt": "2026-10-06T18:47:37.154401+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -1386,14 +1386,6 @@
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       "updatedAt": "2026-10-06T18:04:44.656005+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-06T14:52:33+00:00|Ascend_910-b4": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-06T18:04:44.358387+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-06T14:52:33+00:00|Biren_166m": {
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         "text-generation"
@@ -1425,13 +1417,6 @@
       ],
       "updatedAt": "2026-10-06T18:04:44.572747+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-06T14:52:33+00:00|Mthreads_s4000": {
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-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-06T18:04:44.452983+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-06T14:52:33+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -1617,6 +1602,22 @@
       ],
       "updatedAt": "2026-10-06T18:44:33.386038+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-06T15:00:27+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T18:47:37.052110+00:00"
+    },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-06T15:00:27+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T18:47:36.728247+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-06T15:00:27+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -1631,6 +1632,29 @@
       ],
       "updatedAt": "2026-10-06T18:24:39.822288+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-06T15:00:27+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T18:47:36.951007+00:00"
+    },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-06T15:00:27+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T18:47:36.856442+00:00"
+    },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-06T15:00:27+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T18:47:37.154401+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0|2026-10-06T14:41:43+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -3165,14 +3189,6 @@
       ],
       "updatedAt": "2026-10-06T18:04:44.581626+00:00"
     },
-    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-06T14:55:36+00:00|Ascend_910-b4": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-06T18:04:44.046488+00:00"
-    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-06T14:55:36+00:00|Biren_166m": {
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         "text-generation"
@@ -3196,21 +3212,6 @@
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       "updatedAt": "2026-10-06T18:04:44.671118+00:00"
     },
-    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-06T14:55:36+00:00|MetaX_c-500": {
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-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-06T18:04:44.365907+00:00"
-    },
-    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-06T14:55:36+00:00|Mthreads_s4000": {
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-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-06T18:04:44.151334+00:00"
-    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-06T14:55:36+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -6641,6 +6642,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-06T18:44:32.464001+00:00",
+  "taskTreeUpdatedAt": "2026-10-06T18:47:36.460728+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 13182c21a7..5b240d70fc 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "0da63d18adaa9658e1589f513afff0cf1404cfa162725c6e1885e668c33ff776",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "cca6d2b8432116fd972b5f368c1f2b596af7735ded9e6a116a7abe1c474c077b",
-    ".modelhub_state/official_capabilities.json": "4074c77cae7e1c8bbb6ce73117ba74044edd2daa4ae3e96c43140c2d9919efac",
+    ".modelhub_state/market_intelligence.json": "97030d619b2e6605374d3986a4ebc157e8891e30f4924e2ee7e81d38e04d91a7",
+    ".modelhub_state/official_capabilities.json": "187a3cb06847e05168ba0cfdc5c08c3eb2c35cf4ca543e8c48148bd9dfc24b2c",
     ".modelhub_state/outcome_checkpoint.json": "f05dc62ff2078874e3069fac261fe74641e4b04ab20300aef6cd6d5f7f0581e5",
     ".modelhub_state/queue_cleanup_latest.json": "811650bde1021c3ae4227111e561fcae79b8445c1c6034885200e4ffbf955099",
     ".modelhub_state/recent_outcomes.jsonl": "66f65405defcf850f044e43e54c3dc291f18521f309cb9962d861b493cb049ac",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "5915cb5ea22f2aaa1647bd97d7f640530c6c70bb355b3d3082f513df64d9a9de"
   },
-  "generation": 21502,
+  "generation": 21503,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-06T18:45:14.286432+00:00",
+  "updatedAt": "2026-10-06T18:47:38.111110+00:00",
   "writerId": "33ed03361c5848e88b8ce6204fb4f7d2"
 }