diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 52c8020526..d4c98cf19d 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 615b512672..a0104db638 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
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+    "https://modelscope.cn/models/bartowski/K2-Horizon-375B-A23B-GGUF|2026-10-09T00:20:54+00:00|Iluvatar_mrv-100": {
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-    "https://modelscope.cn/models/bartowski/K2-Horizon-7B-GGUF|2026-10-07T19:45:12+00:00|Ascend_910-b3": {
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+    "https://modelscope.cn/models/bartowski/K2-Horizon-7B-GGUF|2026-10-07T19:45:12+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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+    },
+    "https://modelscope.cn/models/bartowski/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-08T19:08:57+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-12T03:16:38.150080+00:00"
+    },
+    "https://modelscope.cn/models/bartowski/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-08T19:08:57+00:00|Ascend_910-b4": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+    },
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@@ -3388,6 +3246,15 @@
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+    "https://modelscope.cn/models/bartowski/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-08T19:08:57+00:00|Iluvatar_mrv-100": {
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+        "text-generation",
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+        "visual-multi-modal"
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+    },
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@@ -3396,27 +3263,26 @@
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+    "https://modelscope.cn/models/bartowski/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-08T19:08:57+00:00|Mthreads_s4000": {
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+    "https://modelscope.cn/models/prithivMLmods/JetBrains-Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-08T18:58:43+00:00|Ascend_910-b3": {
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+    "https://modelscope.cn/models/prithivMLmods/JetBrains-Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-08T18:58:43+00:00|hygon_k100-ai": {
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@@ -5563,7 +5589,7 @@
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       "taskTypes": [
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       ],
       "updatedAt": "2026-10-11T19:35:37.284161+00:00"
     },
+    "https://modelscope.cn/models/vllm-sr/qwen3_mmlu_math-reasoner_no_leakage_r32|2026-10-08T03:47:27+00:00|hygon_k100-ai": {
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+    },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Cambricon_mlu-370-x4": {
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@@ -5912,7 +5914,7 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Cambricon_mlu-370-x4": {
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@@ -6626,6 +6628,6 @@
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-  "taskTreeUpdatedAt": "2026-10-12T03:12:27.493296+00:00",
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 }
diff --git a/manifest.json b/manifest.json
index 3f99f52049..589d99345e 100644
--- a/manifest.json
+++ b/manifest.json
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     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "60a87b7b4df20b3d801612bcb71f0431e6befb4098e0e4feaa3add6fed800713",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "97d3f0d66a5860078ea7f2e55ba2740a21db65140ab0ffa51f79b16116951581",
-    ".modelhub_state/official_capabilities.json": "b2d0984e9ca45f29c95b1455a83eeb471600a0f0d7b5e152104db0577634e9a9",
+    ".modelhub_state/market_intelligence.json": "11fc0c31d98926050c2f2904a6287d7e3680f8d737c01db208492ad2ec85c45f",
+    ".modelhub_state/official_capabilities.json": "fccb5227ad70f81d045a86fb0f0b185fdc5ae6581c02e8343b004e9e6e2abe8d",
     ".modelhub_state/outcome_checkpoint.json": "44d67d39f333e9af27dd521bbea253de64038578f46def2554fec687ad076ee5",
     ".modelhub_state/queue_cleanup_latest.json": "c3df745c14bb3475608fea4568116a746d3e784f3375160521615f63e0835787",
     ".modelhub_state/recent_outcomes.jsonl": "80da7e34893c7f23d6e780c3c8969ebd88930069ae3a5e8b4e10bd4228996516",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "0d8240de6bedb0f95a282ca72bc77258708c25ed06a125809867a51448d47b1d",
     "outcomes/submissions.jsonl": "a3384d9241d38b7f843eb04ea2803b666a192f48ff0b830f9b177c81d0d6c6aa"
   },
-  "generation": 23823,
+  "generation": 23824,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T03:12:35.696603+00:00",
+  "updatedAt": "2026-10-12T03:17:25.105555+00:00",
   "writerId": "bb7b8681024c432e99e7df31eccaf8ba"
 }