diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index db841bfe61..dc4503fa5d 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 3ea72bf609..912425d401 100644
--- a/.modelhub_state/official_capabilities.json
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@@ -1,5 +1,5 @@
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@@ -170,6 +170,14 @@
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@@ -448,20 +454,6 @@
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@@ -3929,6 +3980,14 @@
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@@ -4229,6 +4285,14 @@
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+    "https://modelscope.cn/models/nv-community/Nemotron-Labs-Audex-2B|2026-08-20T15:59:39+00:00|Cambricon_mlu-370-x4": {
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+    },
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-    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Biren_166m": {
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-    "https://modelscope.cn/models/prism-ml/Ternary-Bonsai-2-27B-gguf-dev|2026-09-18T05:30:35+00:00|Biren_166m": {
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       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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     "https://modelscope.cn/models/prism-ml/Ternary-Bonsai-2-27B-gguf-dev|2026-09-18T05:30:35+00:00|Cambricon_mlu-370-x8": {
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-    "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Biren_166m": {
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@@ -4630,12 +4692,6 @@
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-    },
     "https://modelscope.cn/models/prithivMLmods/CogEvol-4B-GGUF|2026-09-01T19:35:33+00:00|Kunlunxin_p-800": {
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@@ -4664,12 +4720,6 @@
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-    "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Biren_166m": {
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-      "updatedAt": "2026-09-27T12:03:11.822099+00:00"
-    },
     "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Iluvatar_bi-150": {
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@@ -4733,12 +4783,6 @@
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-    "https://modelscope.cn/models/prithivMLmods/NeoHorse-1-4B-GGUF|2026-09-09T07:23:33+00:00|Biren_166m": {
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-    },
     "https://modelscope.cn/models/prithivMLmods/NeoHorse-1-4B-GGUF|2026-09-09T07:23:33+00:00|Kunlunxin_p-800": {
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@@ -4777,12 +4821,6 @@
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-    "https://modelscope.cn/models/prithivMLmods/Qwen-Image-2.1-PE-T2I-GGUF|2026-09-20T18:32:08+00:00|Biren_166m": {
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-    },
     "https://modelscope.cn/models/prithivMLmods/Qwen-Image-2.1-PE-T2I-GGUF|2026-09-20T18:32:08+00:00|Kunlunxin_p-800": {
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@@ -4908,11 +4946,13 @@
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     },
-    "https://modelscope.cn/models/svvkii/qwen2.5-7b-5persona-lora|2026-09-03T09:05:03+00:00|Biren_166m": {
+    "https://modelscope.cn/models/svvkii/qwen2.5-7b-5persona-lora|2026-09-03T09:05:03+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-27T12:03:12.785701+00:00"
+      "updatedAt": "2026-09-27T17:16:10.658093+00:00"
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     "https://modelscope.cn/models/svvkii/qwen2.5-7b-5persona-lora|2026-09-03T09:05:03+00:00|Cambricon_mlu-370-x8": {
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@@ -4999,6 +5039,14 @@
       ],
       "updatedAt": "2026-09-27T12:03:13.954285+00:00"
     },
+    "https://modelscope.cn/models/ubergarm/Qwen3.8-27B-GGUF|2026-08-23T14:34:35+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-27T17:16:22.767500+00:00"
+    },
     "https://modelscope.cn/models/ubergarm/Qwen3.8-27B-GGUF|2026-08-23T14:34:35+00:00|Cambricon_mlu-370-x8": {
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@@ -5084,11 +5132,13 @@
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     },
-    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Biren_166m": {
+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-09-27T12:03:11.878257+00:00"
+      "updatedAt": "2026-09-27T17:16:09.772794+00:00"
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     "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Cambricon_mlu-370-x8": {
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@@ -5201,6 +5251,14 @@
       ],
       "updatedAt": "2026-09-27T12:03:13.659722+00:00"
     },
+    "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-27T17:16:22.500897+00:00"
+    },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5250,6 +5308,14 @@
       ],
       "updatedAt": "2026-09-27T12:03:13.779017+00:00"
     },
+    "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-27T17:16:22.578704+00:00"
+    },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5299,6 +5365,14 @@
       ],
       "updatedAt": "2026-09-27T12:03:13.778891+00:00"
     },
+    "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-27T17:16:22.578683+00:00"
+    },
     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5348,6 +5422,14 @@
       ],
       "updatedAt": "2026-09-27T12:03:13.659328+00:00"
     },
+    "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-27T17:16:22.500497+00:00"
+    },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5397,6 +5479,14 @@
       ],
       "updatedAt": "2026-09-27T12:03:13.658943+00:00"
     },
+    "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-27T17:16:22.500126+00:00"
+    },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5454,11 +5544,13 @@
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       "updatedAt": "2026-09-27T12:09:51.317752+00:00"
     },
-    "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Biren_166m": {
+    "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-27T12:03:12.266194+00:00"
+      "updatedAt": "2026-09-27T17:16:10.171270+00:00"
     },
     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5614,6 +5706,14 @@
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       "updatedAt": "2026-09-27T12:03:13.817100+00:00"
     },
+    "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-27T17:16:22.669243+00:00"
+    },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
         "text-generation",
@@ -6411,6 +6511,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-27T17:11:57.357540+00:00",
+  "taskTreeUpdatedAt": "2026-09-27T17:16:06.357984+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 8029c276a6..34bd52b0b7 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": "8039fdf620a8ea09f2b2da12e469bd857cfbe1844cfa31f139c32f9de3b08098",
-    ".modelhub_state/official_capabilities.json": "92f96159605495dae1b34d2f41a3f9384be131d49f0865fe7cd696435842f651",
+    ".modelhub_state/market_intelligence.json": "f79b500a882386b225164ed8c57406c7a8e33e47fd215456f5c6a82929560f09",
+    ".modelhub_state/official_capabilities.json": "5a43f9f77f81fde5fe3345bd92336ca3c9cca9b145b3df5ee8b75383132304d5",
     ".modelhub_state/outcome_checkpoint.json": "704adf4a0379763468a8a7ae588bdd62247269b6d02a1df9371abfc3faf5b849",
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     ".modelhub_state/recent_outcomes.jsonl": "29de8caa53d34c5cd69118aa9b7b19270cfeb5f2ed4f79592568a96e8c2790ab",
@@ -17,9 +17,9 @@
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-  "generation": 17437,
+  "generation": 17438,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-27T17:13:49.529113+00:00",
+  "updatedAt": "2026-09-27T17:16:23.235409+00:00",
   "writerId": "6e8ddfbd92ca45ccaf79298516f8a6ea"
 }