diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index c334d9f85a..db1b135782 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -567,7 +567,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-26T06:17:13.440803+00:00",
+  "generatedAt": "2026-10-26T06:18:52.144391+00:00",
   "summary": {
     "activeBlockCount": 28,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 6372ead54c..711fd065ce 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-26T06:17:13.567294+00:00",
+  "generatedAt": "2026-10-26T06:18:52.259867+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 81cc4fdd1b..aaa2f3cc3a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-26T06:17:13.567294+00:00",
+  "catalogUpdatedAt": "2026-10-26T06:18:52.259867+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-26T06:17:15.060209+00:00",
+  "generatedAt": "2026-10-26T06:18:54.028490+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -200,6 +200,14 @@
       ],
       "updatedAt": "2026-10-26T06:13:58.109266+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T06:18:52.731090+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
@@ -220,7 +228,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.556998+00:00"
+      "updatedAt": "2026-10-26T06:18:53.977677+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Biren_166m": {
       "taskTypes": [
@@ -247,7 +255,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.504878+00:00"
+      "updatedAt": "2026-10-26T06:18:53.917952+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -270,7 +278,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.602390+00:00"
+      "updatedAt": "2026-10-26T06:18:54.028490+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -367,7 +375,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.504542+00:00"
+      "updatedAt": "2026-10-26T06:18:53.917901+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -390,7 +398,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.557043+00:00"
+      "updatedAt": "2026-10-26T06:18:53.986270+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -423,7 +431,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.359893+00:00"
+      "updatedAt": "2026-10-26T06:18:53.785067+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -446,7 +454,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.423240+00:00"
+      "updatedAt": "2026-10-26T06:18:53.827925+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -487,7 +495,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:52:27.844438+00:00"
+      "updatedAt": "2026-10-26T06:18:53.917981+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -766,6 +774,14 @@
       ],
       "updatedAt": "2026-10-26T06:13:58.174681+00:00"
     },
+    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-25T14:50:49+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T06:18:52.736726+00:00"
+    },
     "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-25T14:50:49+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
@@ -816,7 +832,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.830410+00:00"
+      "updatedAt": "2026-10-26T06:18:53.287572+00:00"
     },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -888,7 +904,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.830741+00:00"
+      "updatedAt": "2026-10-26T06:18:53.287934+00:00"
     },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -952,7 +968,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.830455+00:00"
+      "updatedAt": "2026-10-26T06:18:53.287623+00:00"
     },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -1010,7 +1026,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.914686+00:00"
+      "updatedAt": "2026-10-26T06:18:53.287811+00:00"
     },
     "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -1076,6 +1092,14 @@
       ],
       "updatedAt": "2026-10-26T06:13:58.299075+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-25T14:36:59+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T06:18:52.736969+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-25T14:36:59+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
@@ -1146,7 +1170,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.453094+00:00"
+      "updatedAt": "2026-10-26T06:18:52.860272+00:00"
     },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-25T14:07:13+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -1290,7 +1314,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.914707+00:00"
+      "updatedAt": "2026-10-26T06:18:53.359191+00:00"
     },
     "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -1398,7 +1422,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.453583+00:00"
+      "updatedAt": "2026-10-26T06:18:52.860673+00:00"
     },
     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-25T13:37:26+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -1449,34 +1473,19 @@
       ],
       "updatedAt": "2026-10-26T06:13:57.744872+00:00"
     },
-    "https://modelscope.cn/models/MooreThreads/DeepSeek-V4.1-Flash-1017-W4AFP8-mt|2026-10-26T03:24:06+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-26T06:02:15.582728+00:00"
-    },
     "https://modelscope.cn/models/MooreThreads/DeepSeek-V4.1-Flash-1017-W4AFP8-mt|2026-10-26T03:24:06+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-26T06:13:57.693500+00:00"
     },
-    "https://modelscope.cn/models/MooreThreads/DeepSeek-V4.1-Flash-1017-W4AFP8-mt|2026-10-26T03:24:06+00:00|Sunrise_pt-200-x1": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-26T06:02:15.681446+00:00"
-    },
-    "https://modelscope.cn/models/MooreThreads/DeepSeek-V4.1-Flash-1017-W4AFP8-mt|2026-10-26T03:24:06+00:00|hygon_k100-ai": {
+    "https://modelscope.cn/models/MooreThreads/DeepSeek-V4.1-Flash-1017-W4AFP8-mt|2026-10-26T03:24:06+00:00|MetaX_c-500": {
       "taskTypes": [
+        "feature_emb",
         "text-generation",
-        "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T06:02:15.646011+00:00"
+      "updatedAt": "2026-10-26T06:18:52.512821+00:00"
     },
     "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-25T15:52:04+00:00|Biren_166m": {
       "taskTypes": [
@@ -1507,6 +1516,14 @@
       ],
       "updatedAt": "2026-10-26T06:13:57.970349+00:00"
     },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-25T15:52:04+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T06:18:52.662330+00:00"
+    },
     "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-25T15:52:04+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
@@ -1538,7 +1555,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.987316+00:00"
+      "updatedAt": "2026-10-26T06:18:53.438091+00:00"
     },
     "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -1560,7 +1577,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.064581+00:00"
+      "updatedAt": "2026-10-26T06:18:53.477644+00:00"
     },
     "https://modelscope.cn/models/RecursiveSI/flint-nvfp4-gguf|2026-10-22T01:41:09+00:00|Biren_166m": {
       "taskTypes": [
@@ -1587,7 +1604,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.987390+00:00"
+      "updatedAt": "2026-10-26T06:18:53.438213+00:00"
     },
     "https://modelscope.cn/models/RecursiveSI/flint-nvfp4-gguf|2026-10-22T01:41:09+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -1610,7 +1627,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.101430+00:00"
+      "updatedAt": "2026-10-26T06:18:53.568361+00:00"
     },
     "https://modelscope.cn/models/RecursiveSI/flint-nvfp4-gguf|2026-10-22T01:41:09+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -1682,7 +1699,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.716930+00:00"
+      "updatedAt": "2026-10-26T06:18:53.125429+00:00"
     },
     "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -1754,7 +1771,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.652588+00:00"
+      "updatedAt": "2026-10-26T06:18:53.125139+00:00"
     },
     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -1826,7 +1843,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.754571+00:00"
+      "updatedAt": "2026-10-26T06:18:53.125710+00:00"
     },
     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -1877,34 +1894,19 @@
       ],
       "updatedAt": "2026-10-26T06:13:57.752710+00:00"
     },
-    "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B-GGUF|2026-10-26T01:24:52+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-26T06:02:15.583076+00:00"
-    },
     "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B-GGUF|2026-10-26T01:24:52+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-26T06:13:57.693977+00:00"
     },
-    "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B-GGUF|2026-10-26T01:24:52+00:00|Sunrise_pt-200-x1": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-26T06:02:15.699271+00:00"
-    },
-    "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B-GGUF|2026-10-26T01:24:52+00:00|hygon_k100-ai": {
+    "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B-GGUF|2026-10-26T01:24:52+00:00|MetaX_c-500": {
       "taskTypes": [
+        "feature_emb",
         "text-generation",
-        "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T06:02:15.646071+00:00"
+      "updatedAt": "2026-10-26T06:18:52.513392+00:00"
     },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1962,7 +1964,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.571549+00:00"
+      "updatedAt": "2026-10-26T06:18:52.988748+00:00"
     },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -2028,6 +2030,14 @@
       ],
       "updatedAt": "2026-10-26T06:13:58.174614+00:00"
     },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-25T15:18:29+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T06:18:52.733763+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-25T15:18:29+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
@@ -2048,7 +2058,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.987717+00:00"
+      "updatedAt": "2026-10-26T06:18:53.438418+00:00"
     },
     "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Biren_166m": {
       "taskTypes": [
@@ -2098,7 +2108,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.062167+00:00"
+      "updatedAt": "2026-10-26T06:18:53.500119+00:00"
     },
     "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -2170,7 +2180,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.652173+00:00"
+      "updatedAt": "2026-10-26T06:18:53.075926+00:00"
     },
     "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -2236,6 +2246,14 @@
       ],
       "updatedAt": "2026-10-26T06:13:57.931128+00:00"
     },
+    "https://modelscope.cn/models/bartowski/Ling-3.0-flash-Sante-GGUF|2026-10-25T21:35:26+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T06:18:52.661272+00:00"
+    },
     "https://modelscope.cn/models/bartowski/Ling-3.0-flash-Sante-GGUF|2026-10-25T21:35:26+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
@@ -2649,7 +2667,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.211173+00:00"
+      "updatedAt": "2026-10-26T06:18:53.651979+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Biren_166m": {
       "taskTypes": [
@@ -2676,7 +2694,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.142419+00:00"
+      "updatedAt": "2026-10-26T06:18:53.597094+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -2699,7 +2717,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.248720+00:00"
+      "updatedAt": "2026-10-26T06:18:53.720001+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -3288,7 +3306,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.423203+00:00"
+      "updatedAt": "2026-10-26T06:18:53.842100+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Biren_166m": {
       "taskTypes": [
@@ -3315,7 +3333,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.358825+00:00"
+      "updatedAt": "2026-10-26T06:18:53.784018+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -3741,7 +3759,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.211535+00:00"
+      "updatedAt": "2026-10-26T06:18:53.636346+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Biren_166m": {
       "taskTypes": [
@@ -3768,7 +3786,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.139606+00:00"
+      "updatedAt": "2026-10-26T06:18:53.586373+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -3791,7 +3809,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.296982+00:00"
+      "updatedAt": "2026-10-26T06:18:53.712576+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -3844,7 +3862,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.064534+00:00"
+      "updatedAt": "2026-10-26T06:18:53.503116+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-12B-v2-AWQ-4bit|2026-10-21T17:04:48+00:00|Biren_166m": {
       "taskTypes": [
@@ -4644,7 +4662,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.755088+00:00"
+      "updatedAt": "2026-10-26T06:18:53.198632+00:00"
     },
     "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -4744,7 +4762,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.358564+00:00"
+      "updatedAt": "2026-10-26T06:18:53.783745+00:00"
     },
     "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -4752,7 +4770,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.395002+00:00"
+      "updatedAt": "2026-10-26T06:18:53.820226+00:00"
     },
     "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -4818,7 +4836,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.453160+00:00"
+      "updatedAt": "2026-10-26T06:18:52.860298+00:00"
     },
     "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-10-25T14:00:43+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -4896,7 +4914,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.754819+00:00"
+      "updatedAt": "2026-10-26T06:18:53.198321+00:00"
     },
     "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -4962,6 +4980,14 @@
       ],
       "updatedAt": "2026-10-26T06:13:57.908368+00:00"
     },
+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-26T00:11:37+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T06:18:52.660908+00:00"
+    },
     "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-26T00:11:37+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
@@ -4982,7 +5008,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.139327+00:00"
+      "updatedAt": "2026-10-26T06:18:53.485483+00:00"
     },
     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Biren_166m": {
       "taskTypes": [
@@ -5009,7 +5035,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.064997+00:00"
+      "updatedAt": "2026-10-26T06:18:53.438445+00:00"
     },
     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -5032,7 +5058,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.202138+00:00"
+      "updatedAt": "2026-10-26T06:18:53.543084+00:00"
     },
     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5104,7 +5130,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.571057+00:00"
+      "updatedAt": "2026-10-26T06:18:52.988473+00:00"
     },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5162,6 +5188,14 @@
       ],
       "updatedAt": "2026-10-26T06:13:57.937727+00:00"
     },
+    "https://modelscope.cn/models/primitive-ai/Nanbeige4.3-33B-FP8|2026-10-25T18:35:45+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T06:18:52.661319+00:00"
+    },
     "https://modelscope.cn/models/primitive-ai/Nanbeige4.3-33B-FP8|2026-10-25T18:35:45+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
@@ -5232,7 +5266,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.755421+00:00"
+      "updatedAt": "2026-10-26T06:18:53.198655+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5273,7 +5307,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.359744+00:00"
+      "updatedAt": "2026-10-26T06:18:53.784798+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -5296,7 +5330,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:49.423155+00:00"
+      "updatedAt": "2026-10-26T06:18:53.835224+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5360,7 +5394,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.571097+00:00"
+      "updatedAt": "2026-10-26T06:18:52.988494+00:00"
     },
     "https://modelscope.cn/models/qinxd10/DeepSeek-V4.1-Flash-1017-W4A8|2026-10-25T11:53:59+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5432,7 +5466,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.987745+00:00"
+      "updatedAt": "2026-10-26T06:18:53.359257+00:00"
     },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5504,7 +5538,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.830623+00:00"
+      "updatedAt": "2026-10-26T06:18:53.198675+00:00"
     },
     "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5555,34 +5589,19 @@
       ],
       "updatedAt": "2026-10-26T06:13:57.728658+00:00"
     },
-    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-SF-WFP4AFP8|2026-10-26T03:02:59+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-26T06:02:15.582916+00:00"
-    },
     "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-SF-WFP4AFP8|2026-10-26T03:02:59+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-26T06:13:57.693729+00:00"
     },
-    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-SF-WFP4AFP8|2026-10-26T03:02:59+00:00|Sunrise_pt-200-x1": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-26T06:02:15.690841+00:00"
-    },
-    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-SF-WFP4AFP8|2026-10-26T03:02:59+00:00|hygon_k100-ai": {
+    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-SF-WFP4AFP8|2026-10-26T03:02:59+00:00|MetaX_c-500": {
       "taskTypes": [
+        "feature_emb",
         "text-generation",
-        "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T06:02:15.646052+00:00"
+      "updatedAt": "2026-10-26T06:18:52.513091+00:00"
     },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-25T13:56:57+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5640,7 +5659,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.453361+00:00"
+      "updatedAt": "2026-10-26T06:18:52.860646+00:00"
     },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-25T13:56:57+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5712,7 +5731,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.568316+00:00"
+      "updatedAt": "2026-10-26T06:18:52.988209+00:00"
     },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-25T13:04:40+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5784,7 +5803,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.652152+00:00"
+      "updatedAt": "2026-10-26T06:18:53.075903+00:00"
     },
     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5856,7 +5875,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.914747+00:00"
+      "updatedAt": "2026-10-26T06:18:53.359238+00:00"
     },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5928,7 +5947,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.914729+00:00"
+      "updatedAt": "2026-10-26T06:18:53.359215+00:00"
     },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -6000,7 +6019,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T05:50:48.652231+00:00"
+      "updatedAt": "2026-10-26T06:18:53.124835+00:00"
     },
     "https://modelscope.cn/models/ustcliusaisai/DeepSeek-V4.1-Flash-1017-GSQ-RCO-IQ2_XXS-Strata|2026-10-24T11:36:54+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -6067,34 +6086,19 @@
       ],
       "updatedAt": "2026-10-26T06:13:57.736531+00:00"
     },
-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-26T04:50:44+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-26T06:02:15.582460+00:00"
-    },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-26T04:50:44+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-26T06:13:57.693224+00:00"
     },
-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-26T04:50:44+00:00|Sunrise_pt-200-x1": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-26T06:02:15.707360+00:00"
-    },
-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-26T04:50:44+00:00|hygon_k100-ai": {
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-26T04:50:44+00:00|MetaX_c-500": {
       "taskTypes": [
+        "feature_emb",
         "text-generation",
-        "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-26T06:02:15.646031+00:00"
+      "updatedAt": "2026-10-26T06:18:52.512470+00:00"
     }
   },
   "taskTree": [
@@ -6777,6 +6781,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-26T06:17:13.567294+00:00",
+  "taskTreeUpdatedAt": "2026-10-26T06:18:52.259867+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 8c0fba0c8f..99b400f2be 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3910,6 +3910,18 @@
 {"batchId": "fe98bbe446c14af8a16cdb62a7b98b31", "completedAt": "2026-10-26T04:18:05.784406+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-26T04:18:03.639774+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c247cd656eae4a09b91a60ea09c880db", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-26T06:17:20.703908+00:00", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5795832", "taskType": "text-generation"}
 {"batchId": "fe98bbe446c14af8a16cdb62a7b98b31", "completedAt": "2026-10-26T04:18:05.784423+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-26T04:18:03.639988+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b3037b062d56438fae3946cac4f3ff6c", "lastModified": "2026-10-21T18:55:40+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Instruct-bf16", "reason": null, "reconciledAt": "2026-10-26T06:17:20.706285+00:00", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-bf16", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5795834", "taskType": "text-generation"}
 {"batchId": "c6c7b47e653540aa9ff30c6db5212b63", "completedAt": "2026-10-26T04:19:03.775975+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-26T04:19:01.480725+00:00", "framework": "vllm_fix_tokenizer", "intentId": "cc0e62c204e742fa9a40633ce402167c", "lastModified": "2026-10-21T15:51:34+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-26T06:17:20.704829+00:00", "repoId": "cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5795848", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385416+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7c404517ac2649e0af32a8604685dd31", "lastModified": "2026-10-25T18:35:45+00:00", "modelAddress": "https://modelscope.cn/models/primitive-ai/Nanbeige4.3-33B-FP8", "repoId": "primitive-ai/Nanbeige4.3-33B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385530+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e4beb34d6cbd40adbae26ab6548e3a37", "lastModified": "2026-10-21T16:41:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385574+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1aac68d473224f10803ff381d3e32d94", "lastModified": "2026-10-21T16:25:01+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "repoId": "cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385623+00:00", "framework": "vllm_fix_tokenizer", "intentId": "dff36d7b2833470fb3ba93ae238a75a1", "lastModified": "2026-10-25T15:10:11+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-MoVA-36B-A4B-FP8", "repoId": "IFM/Jais-3-MoVA-36B-A4B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385668+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b3279d8ba6204701ae4a917640d483e2", "lastModified": "2026-10-21T16:14:40+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-8bit", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385713+00:00", "framework": "vllm_fix_tokenizer", "intentId": "4519bde4f4534607b0ccdbf8859f6328", "lastModified": "2026-10-21T16:52:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit", "repoId": "cyankiwi/Hermes-4-70B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385757+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1bc4674384ae4f4da581853a106bc9a3", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385801+00:00", "framework": "vllm_fix_tokenizer", "intentId": "03eb56daf71c45d080cddf6a75695e93", "lastModified": "2026-10-21T17:02:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385845+00:00", "framework": "vllm_fix_tokenizer", "intentId": "8ce37ab69cf44d74b209469b7b3d5e05", "lastModified": "2026-10-21T16:31:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385888+00:00", "framework": "vllm_fix_tokenizer", "intentId": "60948e4619244c37a3e501961ac5f6d7", "lastModified": "2026-10-21T17:19:37+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385933+00:00", "framework": "vllm_fix_tokenizer", "intentId": "7b6ecbb4a31743a898b1825d706a4276", "lastModified": "2026-10-21T16:58:14+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "5344315fbf56435e8b7b09454a439e44", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:18:54.385976+00:00", "framework": "vllm_fix_tokenizer", "intentId": "7f67d1a6c7dd4c1ea5be1153ac80934a", "lastModified": "2026-10-21T17:09:55+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
 {"batchId": "899b220286c94c9091af3f103b750ce3", "completedAt": "2026-10-26T06:17:18.728499+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:17:15.601379+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ab7107c0f77b4aa38e09f8c93cfb8d7c", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "899b220286c94c9091af3f103b750ce3", "completedAt": "2026-10-26T06:17:18.728496+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:17:15.601335+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f19665901f06440f9891495b28e7a102", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "899b220286c94c9091af3f103b750ce3", "completedAt": "2026-10-26T06:17:18.728493+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:17:15.601292+00:00", "framework": "vllm_fix_tokenizer", "intentId": "df08bcc8d3df43fd9bcadb09fe855f34", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 15b7e49919..2a50bfd1d5 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "bee734c890ba57e856bc81de3c626c210325f965a736c116328140dc17469b7d",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "7197a36f85a5f9eeced8290dc1d120737a20261bc2ddd209301ab8a1446f1d69",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "b863900c333549278eaa871a72e2c61b2baf8dbe8515dac3bac1711f42fa967e",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "db764f5fcb81c7af2f2f95e7f40b2ee561c3f7ffe9bef540bea17a842282bdb4",
-    ".modelhub_state/official_capabilities.json": "0143292c6ab49cd0b43d331b81c9ced8b2f815eb61b2c4a8dbd73184508ea95d",
+    ".modelhub_state/market_intelligence.json": "65940225558aa3016924177d23310361f896733edb20159e6b3735e1e74da465",
+    ".modelhub_state/official_capabilities.json": "6dcab10e8c785324484834ed65513a8158c49841d404a7407131c8b49c44396f",
     ".modelhub_state/outcome_checkpoint.json": "7b2dae3b93a412a366e78401742c471f554b571f41567948666322cd208fe64c",
     ".modelhub_state/queue_cleanup_latest.json": "7bd72ff2e667a4a298c39a875e1fcc18df3107c26d7a8c8cdef8d8f8dabf2611",
     ".modelhub_state/recent_outcomes.jsonl": "a86d9d4c2fd8d4d3264a5470c46e3398bf09e8778a98b8417dac0c090db032e6",
     ".modelhub_state/recovery_active_tasks.jsonl": "93ba6f58860ac818cb210ad6f5d1fd74fee7937cc23087e6e33a3a34a019959b",
-    ".modelhub_state/recovery_intents.jsonl": "bbba30d9c7941ae4d5f699d3aedc21d6c369a8a86390afbfbeb04790cc7ceb5e",
+    ".modelhub_state/recovery_intents.jsonl": "1a8c62d272fc9e83d896ff3ec38e3817bc942eff20d205d496b0425954743348",
     ".modelhub_state/routing_intelligence.json": "cd9597a56aef54148a9554005deb1d42216c65f4281154a33960dfd958fc7860",
     ".modelhub_state/submission_exclusions.jsonl": "bec721d27d733285faddfa9c457d1882988a145ee87f4fbf285ac5deb38326c9",
     ".modelhub_state/worker_crashes.jsonl": "2a418db914481d815151923dc46f4e4ad1154d9195fad06fee6275702f33c0b9",
     "ledger/submissions.jsonl": "4499d1e0f10f75b2308c7fb4824c2fb1fe7ed81b29d97adf7b0d49bda29e1786",
     "outcomes/submissions.jsonl": "2414cf39ce7085547ed393ecf03a1f52ab31747bd7543554692158f5031daf33"
   },
-  "generation": 38039,
-  "phase": "cycle",
+  "generation": 38040,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-26T06:17:20.980915+00:00",
+  "updatedAt": "2026-10-26T06:18:54.595985+00:00",
   "writerId": "dffce16061d848e398e5b5b22f649ccc"
 }