diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 26d7b45d8..e64971aab 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
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@@ -626,15 +626,15 @@
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@@ -642,52 +642,52 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index e527c2026..f359e8bdf 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -56,7 +56,7 @@
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@@ -178,6 +178,14 @@
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@@ -364,6 +380,14 @@
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@@ -581,6 +613,14 @@
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@@ -631,6 +671,14 @@
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@@ -784,6 +832,14 @@
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@@ -829,6 +885,14 @@
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@@ -2350,6 +2377,14 @@
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+    },
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@@ -2423,6 +2458,14 @@
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+    "https://modelscope.cn/models/chenyumo/moziAI-35B-A3B-MOE-MTP|2026-09-12T21:57:29+00:00|Cambricon_mlu-370-x8": {
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@@ -2525,6 +2568,14 @@
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+    "https://modelscope.cn/models/dealignai/Bonsai-2-27B-1bit-CRACK-GGUF|2026-09-18T13:05:43+00:00|Cambricon_mlu-370-x8": {
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@@ -2612,6 +2663,14 @@
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+    "https://modelscope.cn/models/dealignai/Bonsai-2-27B-Ternary-CRACK-GGUF|2026-09-18T14:52:28+00:00|Cambricon_mlu-370-x8": {
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@@ -2691,6 +2750,14 @@
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+    "https://modelscope.cn/models/empero-ai/Qwen3.8-2B-Distill-GGUF|2026-08-19T19:00:44+00:00|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-23T02:34:33.761181+00:00"
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     "https://modelscope.cn/models/empero-ai/Qwen3.8-2B-Distill-GGUF|2026-08-19T19:00:44+00:00|Iluvatar_mrv-100": {
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@@ -2851,6 +2918,14 @@
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+    "https://modelscope.cn/models/ewinregirgojr/Qwen3.8-19B-Pruned|2026-08-31T18:36:01+00:00|Cambricon_mlu-370-x8": {
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+    "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DFlash|2026-09-02T12:12:36+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.179396+00:00"
+    },
     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DFlash|2026-09-02T12:12:36+00:00|Iluvatar_bi-150": {
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         "asr",
@@ -4683,6 +4613,14 @@
       ],
       "updatedAt": "2026-09-22T12:27:06.902211+00:00"
     },
+    "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DSpark|2026-09-02T12:12:40+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.106782+00:00"
+    },
     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DSpark|2026-09-02T12:12:40+00:00|Iluvatar_bi-150": {
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         "asr",
@@ -4756,6 +4694,14 @@
       ],
       "updatedAt": "2026-09-22T12:27:39.398030+00:00"
     },
+    "https://modelscope.cn/models/nv-community/Nemotron-Labs-Audex-2B|2026-08-20T15:59:39+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.685116+00:00"
+    },
     "https://modelscope.cn/models/nv-community/Nemotron-Labs-Audex-2B|2026-08-20T15:59:39+00:00|Iluvatar_bi-150": {
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         "asr",
@@ -4876,6 +4822,14 @@
       ],
       "updatedAt": "2026-09-22T18:54:20.754223+00:00"
     },
+    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:32.699663+00:00"
+    },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Iluvatar_bi-100": {
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         "text-generation",
@@ -4933,12 +4887,6 @@
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       "updatedAt": "2026-09-22T23:26:55.806309+00:00"
     },
-    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Vastai_va16": {
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-        "text-generation"
-      ],
-      "updatedAt": "2026-09-21T23:26:45.880535+00:00"
-    },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|hygon_k100-ai": {
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         "text-generation",
@@ -4963,6 +4911,14 @@
       ],
       "updatedAt": "2026-09-23T02:14:11.519490+00:00"
     },
+    "https://modelscope.cn/models/prism-ml/Ternary-Bonsai-2-27B-gguf-dev|2026-09-18T05:30:35+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:32.819122+00:00"
+    },
     "https://modelscope.cn/models/prism-ml/Ternary-Bonsai-2-27B-gguf-dev|2026-09-18T05:30:35+00:00|Iluvatar_bi-100": {
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         "text-generation",
@@ -5223,18 +5179,6 @@
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       "updatedAt": "2026-09-22T12:27:06.610544+00:00"
     },
-    "https://modelscope.cn/models/solidrust/Llama-3-16B-Instruct-v0.1-AWQ|2026-09-21T18:51:50+00:00|Ascend_910-b3": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-09-21T23:58:43.214513+00:00"
-    },
-    "https://modelscope.cn/models/solidrust/Llama-3-8B-Instruct-v0.4-AWQ|2026-09-21T19:06:11+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-09-22T00:36:28.607999+00:00"
-    },
     "https://modelscope.cn/models/soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf|2026-09-18T14:23:00+00:00|Sunrise_pt-200-x1": {
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         "text-generation"
@@ -5257,6 +5201,14 @@
       ],
       "updatedAt": "2026-09-22T12:27:05.556018+00:00"
     },
+    "https://modelscope.cn/models/svvkii/qwen2.5-7b-5persona-lora|2026-09-03T09:05:03+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.066026+00:00"
+    },
     "https://modelscope.cn/models/svvkii/qwen2.5-7b-5persona-lora|2026-09-03T09:05:03+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -5330,6 +5282,14 @@
       ],
       "updatedAt": "2026-09-22T12:27:38.252641+00:00"
     },
+    "https://modelscope.cn/models/ubergarm/Qwen3.8-27B-GGUF|2026-08-23T14:34:35+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.631475+00:00"
+    },
     "https://modelscope.cn/models/ubergarm/Qwen3.8-27B-GGUF|2026-08-23T14:34:35+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -5423,6 +5383,14 @@
       ],
       "updatedAt": "2026-09-22T12:27:32.522630+00:00"
     },
+    "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.493031+00:00"
+    },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -5460,6 +5428,14 @@
       ],
       "updatedAt": "2026-09-22T12:27:32.857482+00:00"
     },
+    "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.557949+00:00"
+    },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -5497,6 +5473,14 @@
       ],
       "updatedAt": "2026-09-22T12:27:32.904588+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": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.557927+00:00"
+    },
     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -5534,6 +5518,14 @@
       ],
       "updatedAt": "2026-09-22T12:27:32.464584+00:00"
     },
+    "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.492539+00:00"
+    },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -5571,6 +5563,14 @@
       ],
       "updatedAt": "2026-09-22T12:27:32.471625+00:00"
     },
+    "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.492150+00:00"
+    },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -5622,6 +5622,14 @@
       ],
       "updatedAt": "2026-09-23T02:14:11.402708+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": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:32.755464+00:00"
+    },
     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -5709,6 +5717,14 @@
       ],
       "updatedAt": "2026-09-22T12:27:43.984546+00:00"
     },
+    "https://modelscope.cn/models/yansongwei/UltraGen-train|2026-08-17T07:06:35+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.860576+00:00"
+    },
     "https://modelscope.cn/models/yansongwei/UltraGen-train|2026-08-17T07:06:35+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -5898,6 +5914,14 @@
       ],
       "updatedAt": "2026-09-22T12:27:33.297205+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",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-23T02:34:33.557996+00:00"
+    },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -6669,6 +6693,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-23T02:33:13.567240+00:00",
+  "taskTreeUpdatedAt": "2026-09-23T02:34:31.553646+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index be70b2b2b..3c105baaf 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "cdcfe698feaf16eac366b1264402fa79c5d03a36f254171e091485de4f782fc1",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "ead87e3940a3f7eb5b5b27678971713f6423539d04dfff1eaa92890f531ffbc4",
-    ".modelhub_state/official_capabilities.json": "9d47746ac9a81b7e6b15b4a6b19cf0a56acfb1cc778cdd9149a014d3e47f3680",
+    ".modelhub_state/market_intelligence.json": "fd79be793623b5d9f3968d56b476a9f9956ddd811ee63924f6e96f354ee72db0",
+    ".modelhub_state/official_capabilities.json": "2ace5dc16013b6195381aad9051bdae71e5eb59ae38a8486575b22d2dbd95321",
     ".modelhub_state/outcome_checkpoint.json": "207ee0fe96f1ad0125e5ee17042986e25d246e41e593ec45452569175a757808",
     ".modelhub_state/queue_cleanup_latest.json": "abeedea8ce654c253250bcfd506d9b5eab392b53faf9867483b77b9a5c85233b",
     ".modelhub_state/recent_outcomes.jsonl": "9dfc138ee2bbd5fda6efa8088e67b8fa5b977fccc750b1c9b3a524cce64d9fea",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "0f7921d4c479dda8e98cb0985f6b6d1b3b1615de93ab424b1357bac650a23583"
   },
-  "generation": 13296,
+  "generation": 13297,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-23T02:33:14.188119+00:00",
+  "updatedAt": "2026-09-23T02:34:34.092787+00:00",
   "writerId": "328f98096427428498653b568f0d5041"
 }