diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 6fa43c371..ff45b5d23 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-25T08:31:50.045680+00:00",
+  "communityAttemptedAt": "2026-09-25T08:47:13.472454+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-25T08:31:50.045680+00:00",
+  "communityUpdatedAt": "2026-09-25T08:47:13.472454+00:00",
   "frameworkAttemptedAt": "2026-09-25T05:52:51.516164+00:00",
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@@ -396,7 +396,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-25T08:45:31.267414+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 90346ff90..8e4ad8343 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-25T08:45:31.267414+00:00",
+  "catalogUpdatedAt": "2026-09-25T08:47:13.472454+00:00",
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     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-09-25T08:45:31.267414+00:00",
+  "generatedAt": "2026-09-25T08:47:39.061177+00:00",
   "gpuCatalog": {
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@@ -879,14 +879,6 @@
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     "https://modelscope.cn/models/NovelAI/clio-v1-legacy|2026-09-24T19:36:42+00:00|Biren_166m": {
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@@ -901,22 +893,6 @@
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-    "https://modelscope.cn/models/NovelAI/clio-v1-legacy|2026-09-24T19:36:42+00:00|Iluvatar_mrv-100": {
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-    },
-    "https://modelscope.cn/models/NovelAI/clio-v1-legacy|2026-09-24T19:36:42+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-09-24T19:40:50.882128+00:00"
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     "https://modelscope.cn/models/NovelAI/clio-v1-legacy|2026-09-24T19:36:42+00:00|Vastai_va16": {
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@@ -2738,26 +2714,6 @@
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-    "https://modelscope.cn/models/cyankiwi/K2-Horizon-3.7B-AWQ-INT4|2026-09-24T18:54:15+00:00|Cambricon_mlu-370-x4": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-09-24T19:09:10.590990+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/K2-Horizon-3.7B-AWQ-INT4|2026-09-24T18:54:15+00:00|Kunlunxin_p-800": {
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-    "https://modelscope.cn/models/cyankiwi/K2-Horizon-3.7B-AWQ-INT4|2026-09-24T18:54:15+00:00|Vastai_va16": {
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-      "updatedAt": "2026-09-24T19:09:10.653609+00:00"
-    },
     "https://modelscope.cn/models/dealignai/Bonsai-2-27B-1bit-CRACK-GGUF|2026-09-18T13:05:43+00:00|Ascend_910-b4": {
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         "text-generation",
@@ -4738,14 +4694,6 @@
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       "updatedAt": "2026-09-25T01:58:21.387800+00:00"
     },
-    "https://modelscope.cn/models/pfnet/plamo-3-610m-fin-instruct|2026-09-24T19:37:37+00:00|Ascend_910-b4": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-09-24T19:40:50.965445+00:00"
-    },
     "https://modelscope.cn/models/pfnet/plamo-3-610m-fin-instruct|2026-09-24T19:37:37+00:00|Biren_166m": {
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         "text-generation"
@@ -4769,13 +4717,6 @@
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       "updatedAt": "2026-09-24T19:40:51.067526+00:00"
     },
-    "https://modelscope.cn/models/pfnet/plamo-3-610m-fin-instruct|2026-09-24T19:37:37+00:00|Mthreads_s4000": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-09-24T19:40:50.883537+00:00"
-    },
     "https://modelscope.cn/models/pfnet/plamo-3-610m-fin-instruct|2026-09-24T19:37:37+00:00|Vastai_va16": {
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         "text-generation"
@@ -5115,6 +5056,70 @@
       ],
       "updatedAt": "2026-09-25T02:00:26.765086+00:00"
     },
+    "https://modelscope.cn/models/shensanshu/ninfer-ada-ternary|2026-09-21T03:08:27+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-25T08:47:38.457274+00:00"
+    },
+    "https://modelscope.cn/models/shensanshu/ninfer-ada-ternary|2026-09-21T03:08:27+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-25T08:47:39.029945+00:00"
+    },
+    "https://modelscope.cn/models/shensanshu/ninfer-ada-ternary|2026-09-21T03:08:27+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-25T08:47:39.061177+00:00"
+    },
+    "https://modelscope.cn/models/shensanshu/ninfer-ada-ternary|2026-09-21T03:08:27+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-25T08:47:38.757845+00:00"
+    },
+    "https://modelscope.cn/models/shensanshu/ninfer-ada-ternary|2026-09-21T03:08:27+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-25T08:47:38.288395+00:00"
+    },
+    "https://modelscope.cn/models/shensanshu/ninfer-ada-ternary|2026-09-21T03:08:27+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-25T08:47:38.653299+00:00"
+    },
+    "https://modelscope.cn/models/shensanshu/ninfer-ada-ternary|2026-09-21T03:08:27+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-25T08:47:38.557471+00:00"
+    },
+    "https://modelscope.cn/models/shensanshu/ninfer-ada-ternary|2026-09-21T03:08:27+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-25T08:47:38.360240+00:00"
+    },
     "https://modelscope.cn/models/shoumenchougou/RWKV7-G1j-13.3B-GGUF|2026-09-02T16:25:37+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -6547,6 +6552,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-25T08:45:31.267414+00:00",
+  "taskTreeUpdatedAt": "2026-09-25T08:47:13.472454+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 533661883..9377519fc 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": "2e4391c676e6933799d2737ef9a5dddd41969598a4190169f2389a0addd4cc0f",
-    ".modelhub_state/official_capabilities.json": "67d58369d0c5b4d7c269d273b4fada22bd789716779b29c19f60738b733bc4bc",
+    ".modelhub_state/market_intelligence.json": "3c52c057ea253355efdf70768af5d28a60a7f6ba9b7c99553912ff9236a07f80",
+    ".modelhub_state/official_capabilities.json": "f92e2593640394b64863661e045bb4a0a8bdc1fae8dccdb588bcfd67feeff176",
     ".modelhub_state/outcome_checkpoint.json": "3bc02cce85a07ca085d035b2ca8e8531dcf378948227fdb57246b98ee2fca21a",
     ".modelhub_state/queue_cleanup_latest.json": "15083a8f261701b8d102a9e49e0322cc70641d25f2a9b54c1e527b8204d6b4c2",
     ".modelhub_state/recent_outcomes.jsonl": "7fe624d0becd5f07cd3e3b24f47d831654564e70deec046b113442b014e07be5",
@@ -17,9 +17,9 @@
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+  "generation": 15662,
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-  "updatedAt": "2026-09-25T08:45:34.058407+00:00",
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 }