diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index b664af5607..7d68a5fd7f 100644
--- a/.modelhub_state/market_intelligence.json
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@@ -1,8 +1,8 @@
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index 43fc8315ef..218d2ad587 100644
--- a/.modelhub_state/official_capabilities.json
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@@ -3305,6 +3215,44 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-08T23:01:23.056129+00:00"
+    },
+    "https://modelscope.cn/models/bartowski/K2-Horizon-3.7B-GGUF|2026-10-07T19:01:39+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-08T23:01:22.550959+00:00"
+    },
+    "https://modelscope.cn/models/bartowski/K2-Horizon-3.7B-GGUF|2026-10-07T19:01:39+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-08T23:01:22.656500+00:00"
+    },
+    "https://modelscope.cn/models/bartowski/K2-Horizon-3.7B-GGUF|2026-10-07T19:01:39+00:00|Iluvatar_mrv-100": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-08T23:01:22.750872+00:00"
+    },
     "https://modelscope.cn/models/bartowski/K2-Horizon-3.7B-GGUF|2026-10-07T19:01:39+00:00|Kunlunxin_p-800": {
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@@ -3319,12 +3267,65 @@
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+    "https://modelscope.cn/models/bartowski/K2-Horizon-3.7B-GGUF|2026-10-07T19:01:39+00:00|Mthreads_s4000": {
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+    "https://modelscope.cn/models/bartowski/K2-Horizon-3.7B-GGUF|2026-10-07T19:01:39+00:00|hygon_k100-ai": {
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@@ -3557,6 +3623,15 @@
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@@ -4495,6 +4488,15 @@
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+    },
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-    "https://modelscope.cn/models/montherland/matherple|2026-09-30T03:46:33+00:00|Iluvatar_bi-150": {
+    "https://modelscope.cn/models/montherland/matherple|2026-09-30T03:46:33+00:00|Iluvatar_mrv-100": {
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@@ -5369,6 +5382,15 @@
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+    "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Iluvatar_mrv-100": {
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+    "https://modelscope.cn/models/prithivMLmods/JetBrains-Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-08T18:58:43+00:00|MetaX_c-500": {
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@@ -5484,7 +5545,7 @@
         "text-to-image-generation",
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@@ -5515,6 +5576,15 @@
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+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Iluvatar_mrv-100": {
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@@ -5536,19 +5606,13 @@
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@@ -5633,7 +5697,7 @@
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@@ -5670,6 +5734,15 @@
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+    "https://modelscope.cn/models/vllm-sr/qwen3_mmlu_math-reasoner_no_leakage_r32|2026-10-08T03:47:27+00:00|Ascend_910-b3": {
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+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-08T23:01:21.463552+00:00"
+    },
+    "https://modelscope.cn/models/vllm-sr/qwen3_mmlu_math-reasoner_no_leakage_r32|2026-10-08T03:47:27+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-08T23:01:21.575130+00:00"
     },
     "https://modelscope.cn/models/vllm-sr/qwen3_mmlu_math-reasoner_no_leakage_r32|2026-10-08T03:47:27+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -5719,20 +5824,19 @@
       ],
       "updatedAt": "2026-10-08T22:55:49.836358+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": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-08T23:01:21.270724+00:00"
+    },
     "https://modelscope.cn/models/vllm-sr/qwen3_mmlu_math-reasoner_no_leakage_r32|2026-10-08T03:47:27+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-08T22:45:14.881454+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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-        "text-generation",
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-08T22:38:59.772348+00:00"
-    },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Iluvatar_mrv-100": {
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         "asr",
@@ -5913,6 +6017,15 @@
       ],
       "updatedAt": "2026-10-08T22:57:29.263327+00:00"
     },
+    "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-08T23:01:48.971899+00:00"
+    },
     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -5934,19 +6047,13 @@
       ],
       "updatedAt": "2026-10-08T22:57:29.062644+00:00"
     },
-    "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Vastai_va16": {
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-        "text-generation"
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-      "updatedAt": "2026-10-08T22:39:20.551114+00:00"
-    },
     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T22:35:36.870716+00:00"
+      "updatedAt": "2026-10-08T23:01:48.930518+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6676,6 +6783,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-08T22:55:40.352903+00:00",
+  "taskTreeUpdatedAt": "2026-10-08T23:01:08.570948+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index b195e9d2a9..7d5200c8d5 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
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     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "29adec38c4529aa056834549fbb94de972b3ea3ebdba08cb5fc026be084190f9",
-    ".modelhub_state/official_capabilities.json": "6791a60a5928743331c92ce28c5f91d6b868d7e3998c32fd154558ce3accd77f",
+    ".modelhub_state/market_intelligence.json": "97ca1878bdbc29520f4001ce71d7bdf38fef743c5da5806b3b1b5976c53599ec",
+    ".modelhub_state/official_capabilities.json": "de8bb7861bc8bb383ee5bad92e41e6c5e7ed9b50b041148970ed6f793fd95591",
     ".modelhub_state/outcome_checkpoint.json": "95d243dc872d1cee9a7274e90b77d425078619053fdffa35e7763fdac484d517",
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     ".modelhub_state/recent_outcomes.jsonl": "397af363f24439e7883e73253d0d3da4fbf826942d50943c90b2aa67bfcd9275",
@@ -17,9 +17,9 @@
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-  "generation": 22378,
+  "generation": 22379,
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-  "updatedAt": "2026-10-08T22:58:32.410443+00:00",
+  "updatedAt": "2026-10-08T23:01:56.774909+00:00",
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 }