diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 7f237965cb..156d2e8da1 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 43baa69d35..57574583dc 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-14T17:04:36.357190+00:00",
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@@ -56,7 +56,7 @@
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@@ -364,6 +364,51 @@
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       "updatedAt": "2026-10-14T16:50:14.889932+00:00"
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+    },
+    "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-10-14T17:02:13+00:00|Ascend_910-b4": {
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+      "updatedAt": "2026-10-14T17:07:42.475247+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-10-14T17:02:13+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-14T17:07:42.662073+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-10-14T17:02:13+00:00|MetaX_c-500": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-10-14T17:02:13+00:00|Mthreads_s4000": {
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+      ],
+      "updatedAt": "2026-10-14T17:07:42.964090+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-10-14T17:02:13+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-14T17:07:42.849498+00:00"
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@@ -514,14 +559,6 @@
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     "https://modelscope.cn/models/Dalvlad/Qwen3.6-OccatCoder-SLERP-35B-A3B-GGUF|2026-10-10T05:19:30+00:00|Iluvatar_bi-150": {
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@@ -676,14 +713,6 @@
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-    "https://modelscope.cn/models/IQuestLab/SAIL|2026-10-09T18:42:19+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/IQuestLab/SAIL|2026-10-09T18:42:19+00:00|Iluvatar_bi-150": {
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@@ -1079,14 +1108,6 @@
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-    "https://modelscope.cn/models/LessThanThreeAI/Qwen3.8-27B-Humanlike-Chat-GGUF|2026-10-09T14:06:03+00:00|Cambricon_mlu-370-x4": {
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@@ -1775,6 +1796,51 @@
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       "updatedAt": "2026-10-14T16:08:56.877338+00:00"
     },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-14T17:02:03+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-14T17:07:42.654005+00:00"
+    },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-14T17:02:03+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-14T17:07:42.544507+00:00"
+    },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-14T17:02:03+00:00|Kunlunxin_p-800": {
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+        "text-generation"
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+      "updatedAt": "2026-10-14T17:07:42.758044+00:00"
+    },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-14T17:02:03+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T17:07:42.864834+00:00"
+    },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-14T17:02:03+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T17:07:43.052360+00:00"
+    },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-14T17:02:03+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-14T17:07:42.956040+00:00"
+    },
     "https://modelscope.cn/models/allenai/Bolmo-7B|2026-10-14T14:20:51+00:00|Mthreads_s4000": {
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@@ -2260,14 +2326,6 @@
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-    "https://modelscope.cn/models/bartowski/Naphula_Goetia-26B-A4B-v1.7-GGUF|2026-10-09T06:23:44+00:00|Cambricon_mlu-370-x4": {
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@@ -2998,14 +3056,6 @@
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-    "https://modelscope.cn/models/hf/jialinyyzz-humanizer|2026-10-09T12:10:01+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/hf/jialinyyzz-humanizer|2026-10-09T12:10:01+00:00|Iluvatar_bi-150": {
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@@ -3104,14 +3154,6 @@
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-    "https://modelscope.cn/models/inferencerlabs/Atria-Dawn-Preview-MLX-Q4i|2026-10-09T13:56:29+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/inferencerlabs/Atria-Dawn-Preview-MLX-Q4i|2026-10-09T13:56:29+00:00|Iluvatar_bi-150": {
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@@ -3228,14 +3270,6 @@
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-    "https://modelscope.cn/models/jialinyyzz/humanizer|2026-10-09T03:26:52+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/jialinyyzz/humanizer|2026-10-09T03:26:52+00:00|Iluvatar_bi-150": {
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@@ -3914,14 +3948,6 @@
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-    "https://modelscope.cn/models/manateelazycat/Qwen3.8-Flash-Next-125B-A5B-INT4-AutoRound|2026-10-09T05:52:28+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/manateelazycat/Qwen3.8-Flash-Next-125B-A5B-INT4-AutoRound|2026-10-09T05:52:28+00:00|Iluvatar_bi-150": {
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@@ -4162,14 +4188,6 @@
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-    "https://modelscope.cn/models/oneday88/sirl-qwen2-5-32b-gurobi|2026-10-09T02:38:36+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/oneday88/sirl-qwen2-5-32b-gurobi|2026-10-09T02:38:36+00:00|Iluvatar_bi-150": {
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@@ -4214,14 +4232,6 @@
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-    "https://modelscope.cn/models/oneday88/sirl-qwen2-5-7b-copt|2026-10-09T02:38:03+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/oneday88/sirl-qwen2-5-7b-copt|2026-10-09T02:38:03+00:00|Iluvatar_bi-150": {
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@@ -5716,14 +5726,6 @@
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-    "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-Coder-E1|2026-10-10T06:44:59+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-Coder-E1|2026-10-10T06:44:59+00:00|Iluvatar_bi-150": {
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@@ -5768,14 +5770,6 @@
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-    "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-E2-GGUF|2026-10-10T06:45:56+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-E2-GGUF|2026-10-10T06:45:56+00:00|Iluvatar_bi-150": {
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@@ -6987,6 +6981,6 @@
       "updateTime": "2025-12-22 08:59:53"
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-  "taskTreeUpdatedAt": "2026-10-14T17:04:36.357190+00:00",
+  "taskTreeUpdatedAt": "2026-10-14T17:07:35.881089+00:00",
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 }
diff --git a/manifest.json b/manifest.json
index 3582904209..572ea73b1e 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
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     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "0580545b0a9f7e474acd1679efd0bdafbad03127003e786e0d11a0f235bdc4fd",
-    ".modelhub_state/official_capabilities.json": "d88eb4f8bbbd6ad6eea7556fa95223d1151ce30c3b85f5fc26272e83bab9685e",
+    ".modelhub_state/market_intelligence.json": "06d3cbca7bd7b01c123e81dc4c83356a305d1e8a08a61f43d2865fd223d4649f",
+    ".modelhub_state/official_capabilities.json": "0191fe1d8f923bb10e760339bb6711f8feea92e594812cdaacc4e8a68d1838e8",
     ".modelhub_state/outcome_checkpoint.json": "6d16b0a3a561d1d738c4ccfdcb343cc439d9e045c284af4ef3cdf33b7dba4105",
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     ".modelhub_state/recent_outcomes.jsonl": "530c3f3f681469cb91364456a0b40c6fcc13b4df04b6e2659e523f96bbbc2ce5",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "dd49a3e609b2087b7d7939e365d42bae61ddd7b8dd9e3998aed4b2e74b86bb90"
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-  "generation": 24915,
+  "generation": 24916,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-14T17:04:44.058475+00:00",
+  "updatedAt": "2026-10-14T17:07:48.420578+00:00",
   "writerId": "9b5b3ed8772344608455c7e3b71f5c9f"
 }