diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 0b07bbc2d6..1d9306687a 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -527,7 +527,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-23T13:38:45.363918+00:00",
+  "generatedAt": "2026-10-23T13:40:38.566101+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 6f3e7a283d..83ba2375bd 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-23T13:38:45.462068+00:00",
+  "generatedAt": "2026-10-23T13:40:38.664711+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 8328e692c3..da8aec7196 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-23T13:38:45.462068+00:00",
+  "catalogUpdatedAt": "2026-10-23T13:40:38.664711+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-23T13:38:45.462068+00:00",
+  "generatedAt": "2026-10-23T13:40:46.054895+00:00",
   "gpuCatalog": {
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       "canVerify": true,
@@ -1410,6 +1410,49 @@
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       "updatedAt": "2026-10-23T13:24:20.921895+00:00"
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+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T13:40:44.102456+00:00"
+    },
+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T13:40:44.066745+00:00"
+    },
+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T13:40:44.454642+00:00"
+    },
+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T13:40:44.253905+00:00"
+    },
+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T13:40:44.176162+00:00"
+    },
+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T13:40:44.356760+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Ascend_910-b3": {
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@@ -1972,15 +2015,7 @@
         "text-to-image-generation",
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-    },
-    "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit|2026-10-21T16:38:25+00:00|Cambricon_mlu-370-x4": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-23T13:22:22.363351+00:00"
+      "updatedAt": "2026-10-23T13:40:45.661898+00:00"
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     "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit|2026-10-21T16:38:25+00:00|Kunlunxin_p-800": {
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@@ -1994,28 +2029,20 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T13:22:21.967462+00:00"
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T13:22:22.067224+00:00"
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-    },
-    "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit|2026-10-21T16:31:43+00:00|Ascend_910-b3": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-23T13:22:23.326908+00:00"
+      "updatedAt": "2026-10-23T13:40:45.956965+00:00"
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     "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit|2026-10-21T16:31:43+00:00|Cambricon_mlu-370-x4": {
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@@ -2052,12 +2079,6 @@
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@@ -2736,7 +2757,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T13:22:20.900343+00:00"
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     "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-4bit|2026-10-21T16:43:24+00:00|Ascend_910-b4": {
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@@ -2744,13 +2765,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T13:22:20.856279+00:00"
+      "updatedAt": "2026-10-23T13:40:45.368783+00:00"
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     "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-4bit|2026-10-21T16:43:24+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-23T13:22:20.961050+00:00"
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@@ -2795,28 +2816,6 @@
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-    "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit|2026-10-21T16:31:51+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-23T13:22:23.108879+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit|2026-10-21T16:31:51+00:00|Vastai_va16": {
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@@ -2902,6 +2901,35 @@
       ],
       "updatedAt": "2026-10-23T13:24:20.484915+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-23T13:31:06+00:00|Ascend_910-b3": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T13:40:43.974096+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-23T13:31:06+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T13:40:44.167891+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-23T13:31:06+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T13:40:44.078082+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-23T13:31:06+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T13:40:44.205533+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Llama-3_3-Nemotron-Super-49B-v1_5-AWQ-4bit|2026-10-21T16:17:19+00:00|Vastai_va16": {
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@@ -3664,7 +3692,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T13:22:21.986929+00:00"
+      "updatedAt": "2026-10-23T13:40:45.803689+00:00"
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     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Ascend_910-b4": {
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@@ -3672,15 +3700,7 @@
         "text-to-image-generation",
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-    },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Cambricon_mlu-370-x4": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-23T13:22:22.384358+00:00"
+      "updatedAt": "2026-10-23T13:40:45.661369+00:00"
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     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Kunlunxin_p-800": {
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@@ -3694,20 +3714,20 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T13:22:22.057765+00:00"
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     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T13:22:22.164819+00:00"
+      "updatedAt": "2026-10-23T13:40:45.867839+00:00"
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     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-23T13:22:22.273326+00:00"
+      "updatedAt": "2026-10-23T13:40:46.054895+00:00"
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     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit|2026-10-21T15:59:12+00:00|Ascend_910-b3": {
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@@ -3945,7 +3965,7 @@
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         "text-generation"
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     "https://modelscope.cn/models/cyankiwi/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit|2026-10-21T15:49:43+00:00|Vastai_va16": {
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@@ -3972,23 +3992,11 @@
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-    "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit|2026-10-21T16:33:24+00:00|Mthreads_s4000": {
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     "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit|2026-10-21T16:38:24+00:00|Vastai_va16": {
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         "text-generation"
       ],
-      "updatedAt": "2026-10-23T13:22:21.874360+00:00"
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     "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-21T17:12:48+00:00|Vastai_va16": {
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@@ -4063,19 +4071,11 @@
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-    },
     "https://modelscope.cn/models/cyankiwi/Seed-OSS-36B-Instruct-AWQ-8bit|2026-10-21T16:46:52+00:00|Vastai_va16": {
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         "text-generation"
       ],
-      "updatedAt": "2026-10-23T13:22:20.754860+00:00"
+      "updatedAt": "2026-10-23T13:40:45.366990+00:00"
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     "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Ascend_910-b3": {
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@@ -6115,6 +6115,6 @@
       "updateTime": "2025-12-22 08:59:53"
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-  "taskTreeUpdatedAt": "2026-10-23T13:38:45.462068+00:00",
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   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 8fa7f6424e..af1193b3b2 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3745,6 +3745,18 @@
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diff --git a/manifest.json b/manifest.json
index 1f98eb4596..73d742a13c 100644
--- a/manifest.json
+++ b/manifest.json
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