diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 0c79fdb871..0ceb992051 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -396,7 +396,7 @@
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-  "generatedAt": "2026-09-27T05:43:49.148101+00:00",
+  "generatedAt": "2026-09-27T05:45:41.849990+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 07181e72f5..add1190361 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-27T05:43:49.148101+00:00",
+  "catalogUpdatedAt": "2026-09-27T05:45:41.849990+00:00",
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@@ -56,7 +56,7 @@
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   "errors": [],
-  "generatedAt": "2026-09-27T05:43:49.148101+00:00",
+  "generatedAt": "2026-09-27T05:46:08.770990+00:00",
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@@ -234,7 +234,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-26T22:52:40.362831+00:00"
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@@ -265,7 +265,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-26T22:52:40.468216+00:00"
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@@ -286,7 +286,7 @@
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-      "updatedAt": "2026-09-26T22:52:40.258731+00:00"
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@@ -388,6 +388,72 @@
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       "updatedAt": "2026-09-27T01:58:32.072918+00:00"
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+        "text-generation",
+        "text-to-image-generation",
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+      ],
+      "updatedAt": "2026-09-27T05:45:53.654338+00:00"
+    },
+    "https://modelscope.cn/models/FINAL-Bench/Darwin-27B-RSI|2026-09-27T05:41:43+00:00|Cambricon_mlu-370-x4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-27T05:45:54.881576+00:00"
+    },
+    "https://modelscope.cn/models/FINAL-Bench/Darwin-27B-RSI|2026-09-27T05:41:43+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-27T05:45:53.757016+00:00"
+    },
+    "https://modelscope.cn/models/FINAL-Bench/Darwin-27B-RSI|2026-09-27T05:41:43+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-27T05:45:53.862056+00:00"
+    },
+    "https://modelscope.cn/models/FINAL-Bench/Darwin-27B-RSI|2026-09-27T05:41:43+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-27T05:45:53.956986+00:00"
+    },
+    "https://modelscope.cn/models/FINAL-Bench/Darwin-27B-RSI|2026-09-27T05:41:43+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-27T05:45:53.684397+00:00"
+    },
+    "https://modelscope.cn/models/FINAL-Bench/Darwin-27B-RSI|2026-09-27T05:41:43+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-27T05:45:53.586647+00:00"
+    },
+    "https://modelscope.cn/models/FINAL-Bench/Darwin-27B-RSI|2026-09-27T05:41:43+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-27T05:45:54.852616+00:00"
+    },
+    "https://modelscope.cn/models/FINAL-Bench/Darwin-27B-RSI|2026-09-27T05:41:43+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
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+      "updatedAt": "2026-09-27T05:45:54.804789+00:00"
+    },
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@@ -954,7 +1008,7 @@
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@@ -975,7 +1029,7 @@
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-      "updatedAt": "2026-09-26T22:52:39.657120+00:00"
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@@ -1003,7 +1057,7 @@
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-      "updatedAt": "2026-09-26T22:52:39.968927+00:00"
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-      "updatedAt": "2026-09-26T22:52:40.355871+00:00"
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-      "updatedAt": "2026-09-26T22:52:40.468164+00:00"
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-      "updatedAt": "2026-09-26T22:52:40.653035+00:00"
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-      "updatedAt": "2026-09-26T22:52:40.578458+00:00"
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@@ -2283,7 +2337,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-26T22:52:39.653871+00:00"
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     "https://modelscope.cn/models/cix/DeepSeek-R1-Distill-Qwen-7B-GGUF|2026-09-11T07:54:02+00:00|Kunlunxin_p-800": {
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@@ -2876,7 +2930,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-26T22:52:39.452717+00:00"
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     "https://modelscope.cn/models/icychick/Qwen3.5-text-0.8B-GGUF|2026-09-14T05:41:13+00:00|Biren_166m": {
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@@ -2907,7 +2961,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-26T22:52:39.584586+00:00"
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     "https://modelscope.cn/models/icychick/Qwen3.5-text-0.8B-GGUF|2026-09-14T05:41:13+00:00|Kunlunxin_p-800": {
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@@ -2928,7 +2982,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-26T22:52:39.368919+00:00"
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     "https://modelscope.cn/models/icychick/Qwen3.5-text-0.8B-GGUF|2026-09-14T05:41:13+00:00|Sunrise_pt-200-x1": {
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@@ -3337,12 +3391,6 @@
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-    "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Biren_166m": {
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-      "updatedAt": "2026-09-26T22:54:28.344976+00:00"
-    },
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@@ -3417,12 +3465,6 @@
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-    "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Biren_166m": {
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-      "updatedAt": "2026-09-26T22:54:28.461564+00:00"
-    },
     "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Cambricon_mlu-370-x4": {
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@@ -3569,7 +3611,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-26T22:52:39.769883+00:00"
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     "https://modelscope.cn/models/laion/GLM-4.6-stackexchange-overflow-sandboxes-32eps-65k-reasoning_global-batch-size_32_Qwen3-32B|2026-09-09T17:06:17+00:00|Biren_166m": {
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@@ -3600,7 +3642,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-26T22:52:39.860439+00:00"
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     "https://modelscope.cn/models/laion/GLM-4.6-stackexchange-overflow-sandboxes-32eps-65k-reasoning_global-batch-size_32_Qwen3-32B|2026-09-09T17:06:17+00:00|Kunlunxin_p-800": {
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@@ -3621,7 +3663,7 @@
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-      "updatedAt": "2026-09-26T22:52:39.657301+00:00"
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     "https://modelscope.cn/models/laion/GLM-4.6-stackexchange-overflow-sandboxes-32eps-65k-reasoning_global-batch-size_32_Qwen3-32B|2026-09-09T17:06:17+00:00|Sunrise_pt-200-x1": {
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@@ -3674,7 +3716,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-26T22:52:40.055539+00:00"
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     "https://modelscope.cn/models/litert-community/Gemma3-1B-IT|2026-09-07T20:35:29+00:00|Sunrise_pt-200-x1": {
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@@ -3726,19 +3768,6 @@
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-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
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-      "updatedAt": "2026-09-26T22:50:53.163814+00:00"
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@@ -4011,19 +4040,6 @@
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-    "https://modelscope.cn/models/nv-community/Nemotron-Labs-Audex-2B|2026-08-20T15:59:39+00:00|Iluvatar_bi-150": {
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-        "text-generation",
-        "text-to-image-generation",
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-      "updatedAt": "2026-09-26T22:50:53.163342+00:00"
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     "https://modelscope.cn/models/nv-community/Nemotron-Labs-Audex-2B|2026-08-20T15:59:39+00:00|Iluvatar_mrv-100": {
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@@ -4141,12 +4157,6 @@
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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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-      "updatedAt": "2026-09-26T22:54:28.575185+00:00"
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@@ -4319,12 +4329,6 @@
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       "updatedAt": "2026-09-27T00:10:54.756815+00:00"
     },
-    "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-09-26T22:54:28.573517+00:00"
-    },
     "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -4697,7 +4701,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-26T22:52:40.370178+00:00"
+      "updatedAt": "2026-09-27T05:46:08.263344+00:00"
     },
     "https://modelscope.cn/models/svvkii/qwen2.5-7b-5persona-lora|2026-09-03T09:05:03+00:00|Biren_166m": {
       "taskTypes": [
@@ -4728,7 +4732,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-26T22:52:40.468254+00:00"
+      "updatedAt": "2026-09-27T05:46:08.352923+00:00"
     },
     "https://modelscope.cn/models/svvkii/qwen2.5-7b-5persona-lora|2026-09-03T09:05:03+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -4749,7 +4753,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-26T22:52:40.257991+00:00"
+      "updatedAt": "2026-09-27T05:46:08.152424+00:00"
     },
     "https://modelscope.cn/models/svvkii/qwen2.5-7b-5persona-lora|2026-09-03T09:05:03+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -4865,12 +4869,6 @@
       ],
       "updatedAt": "2026-09-27T00:12:58.675905+00:00"
     },
-    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-09-26T22:54:28.342149+00:00"
-    },
     "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -6192,6 +6190,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-27T05:43:49.148101+00:00",
+  "taskTreeUpdatedAt": "2026-09-27T05:45:41.849990+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 93e2ea5d3d..3898e8fae2 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "3c88f7717f35773a85c86c00f93eb38ff2373dc7072d43182429b68ad2d293e4",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "717f8767697700957c1307755fa51a65f632efc0aab2db030661e44afd416b8b",
-    ".modelhub_state/official_capabilities.json": "661711cdf46582ba5356246a3efbe3207e9a6bd73539cd92939191e3c1669231",
+    ".modelhub_state/market_intelligence.json": "b991431bcefc4442e64f74cc87df8b0ae0bc60f06a2a3efb6c3a0f4d398d2f41",
+    ".modelhub_state/official_capabilities.json": "ceccfbbbda6611e7621564488cfb6ae3c39edce5f09c0c0b488c6a145b1dffa8",
     ".modelhub_state/outcome_checkpoint.json": "39ccf229815ac385b96bff98a937b44d78461ed396fe260dd05d34ccea44182d",
     ".modelhub_state/queue_cleanup_latest.json": "b69db35ea5af4823fabc8c6619e19c96122a741133f3b8872b1f872f790bc44e",
     ".modelhub_state/recent_outcomes.jsonl": "ee660e2e4dd35948a82b7313a4633d5f5bc6f9dbea4bd4efbc7fdd8fa633478f",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "508f266508f60fcaf5a8f2eb8c05a0c3320ef73da5a6ebde49d91e574a9c880a",
     "outcomes/submissions.jsonl": "98d23c0b5b8ac847c464c746e07949b779475779f0f59984b36e6b8ab7481a15"
   },
-  "generation": 17087,
+  "generation": 17088,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-27T05:43:55.193474+00:00",
+  "updatedAt": "2026-09-27T05:46:38.297064+00:00",
   "writerId": "6e8ddfbd92ca45ccaf79298516f8a6ea"
 }