diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 2fb5220ddc..998cf63ee0 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-09T00:26:14.368251+00:00",
+  "communityAttemptedAt": "2026-10-09T00:43:40.354065+00:00",
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   "communitySample": {},
-  "communityUpdatedAt": "2026-10-09T00:26:14.368251+00:00",
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@@ -434,7 +434,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 2a3b4a7171..3c7dd40683 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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@@ -168,7 +168,7 @@
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-      "updatedAt": "2026-10-09T00:35:54.465842+00:00"
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@@ -416,6 +412,20 @@
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+        "text-generation"
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+      "updatedAt": "2026-10-09T00:46:17.541113+00:00"
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+    "https://modelscope.cn/models/Cactus-Compute/needle3|2026-10-06T12:56:34+00:00|MetaX_c-500": {
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@@ -437,6 +447,35 @@
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:21.586286+00:00"
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+        "asr",
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+        "text-generation",
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+        "visual-multi-modal"
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:21.933873+00:00"
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+    "https://modelscope.cn/models/FINAL-Bench/POCKET-KR-GGUF|2026-09-25T12:54:58+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:21.558745+00:00"
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-      "updatedAt": "2026-10-09T00:36:00.857637+00:00"
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@@ -516,6 +558,14 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "taskTypes": [
+        "text-generation"
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+      "updatedAt": "2026-10-09T00:46:19.005047+00:00"
+    },
+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d112-500b|2026-10-03T06:18:49+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:19.157818+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d28-336b|2026-10-03T06:20:05+00:00|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:18.902006+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d28-336b|2026-10-03T06:20:05+00:00|MetaX_c-500": {
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-336b|2026-10-03T06:05:12+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:19.507778+00:00"
+    },
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-336b|2026-10-03T06:05:12+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:19.548778+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-500b|2026-10-03T06:06:18+00:00|Cambricon_mlu-370-x8": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:19.511867+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-500b|2026-10-03T06:06:18+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
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+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|MetaX_c-500": {
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+    "https://modelscope.cn/models/hf/jialinyyzz-humanizer-GGUF|2026-10-08T12:07:19+00:00|Kunlunxin_p-800": {
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+    },
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+    "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Ascend_910-b4": {
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+    },
+    "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Iluvatar_bi-150": {
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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/JetBrains-Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-08T18:58:43+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-09T00:35:22.354638+00:00"
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@@ -5682,6 +5655,35 @@
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+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:22.349239+00:00"
+    },
+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Ascend_910-b4": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T00:46:22.261164+00:00"
+    },
+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
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+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
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+        "visual-multi-modal"
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+    },
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@@ -5697,6 +5699,21 @@
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+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:22.640210+00:00"
+    },
+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
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+    },
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@@ -5767,7 +5778,7 @@
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+      "updatedAt": "2026-10-09T00:46:21.669955+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Cambricon_mlu-370-x8": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:22.093540+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
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@@ -5819,6 +5867,21 @@
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+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|MetaX_c-500": {
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+        "feature_emb",
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:22.156560+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Mthreads_s4000": {
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-    },
-    "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-09T00:46:14.133115+00:00"
+    },
+    "https://modelscope.cn/models/vllm-sr/qwen3_mmlu_math-reasoner_no_leakage_r32|2026-10-08T03:47:27+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T00:46:14.253403+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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-      "updatedAt": "2026-10-09T00:36:06.853634+00:00"
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-    "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-09T00:35:23.148349+00:00"
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         "text-generation",
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     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Kunlunxin_p-800": {
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@@ -6880,6 +6886,6 @@
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-  "taskTreeUpdatedAt": "2026-10-09T00:39:50.578017+00:00",
+  "taskTreeUpdatedAt": "2026-10-09T00:43:40.354065+00:00",
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 }
diff --git a/manifest.json b/manifest.json
index 4b05d14d96..ba59bcc86b 100644
--- a/manifest.json
+++ b/manifest.json
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-    ".modelhub_state/official_capabilities.json": "370b0c3118b3a78d95ec1f9c46c6e67216b329164f298f6c582723b3a001d00b",
+    ".modelhub_state/market_intelligence.json": "567f0568fe696cd30e08e1d0f21e10fb96ea49974dd196d1215b038d96bbcb55",
+    ".modelhub_state/official_capabilities.json": "86d8a5bb374a58d80a544028ff92c3e0ab444ffc633116663486765febbcc7e2",
     ".modelhub_state/outcome_checkpoint.json": "95d243dc872d1cee9a7274e90b77d425078619053fdffa35e7763fdac484d517",
     ".modelhub_state/queue_cleanup_latest.json": "50e32e7310b741eb34ea8984998bb9c748ead6caa005ef337660e802b78acd8b",
     ".modelhub_state/recent_outcomes.jsonl": "397af363f24439e7883e73253d0d3da4fbf826942d50943c90b2aa67bfcd9275",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "130c25f20febbf0c8b7952315be238ed57cc5841b6cfcb87f8a8e88e8dcd1510",
     "outcomes/submissions.jsonl": "4d75a3e68c6aa2ecf2656bc22029dd0f0a47024eb32b93e072aadaa4c274393e"
   },
-  "generation": 22404,
+  "generation": 22405,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-09T00:40:33.713416+00:00",
+  "updatedAt": "2026-10-09T00:46:43.015068+00:00",
   "writerId": "dc0ce4714e0442da8f6b0a08a8a7cb03"
 }