diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 506fdb05da..e8e3fca85f 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -506,7 +506,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-23T16:15:29.871082+00:00",
+  "generatedAt": "2026-10-23T16:19:23.178659+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index b842ac8f7c..936cacc689 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-23T16:15:30.154515+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 108a56f585..dc696650f1 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-23T16:15:30.154515+00:00",
+  "catalogUpdatedAt": "2026-10-23T16:19:23.575213+00:00",
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     "text-generation"
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@@ -56,7 +56,7 @@
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+  "generatedAt": "2026-10-23T16:19:28.067327+00:00",
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@@ -150,22 +150,6 @@
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-      "updatedAt": "2026-10-23T14:56:49.454821+00:00"
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-      "updatedAt": "2026-10-23T14:56:49.255238+00:00"
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-      "updatedAt": "2026-10-23T14:54:48.197086+00:00"
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@@ -283,25 +234,19 @@
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-      "updatedAt": "2026-10-23T14:54:48.390404+00:00"
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-      "updatedAt": "2026-10-23T14:54:48.464390+00:00"
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-      "updatedAt": "2026-10-23T14:54:47.928708+00:00"
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-      "updatedAt": "2026-10-23T14:54:47.752103+00:00"
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@@ -446,7 +373,7 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Kunlunxin_p-800": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
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@@ -551,6 +480,12 @@
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Vastai_va16": {
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+      ],
+      "updatedAt": "2026-10-23T16:19:25.170145+00:00"
+    },
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+        "feature_emb",
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+        "visual-multi-modal"
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@@ -593,6 +530,12 @@
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Vastai_va16": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T16:19:25.068251+00:00"
+    },
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@@ -614,11 +557,19 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Kunlunxin_p-800": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
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+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-23T14:56:55.351342+00:00"
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Kunlunxin_p-800": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
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@@ -662,6 +615,28 @@
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       "updatedAt": "2026-10-23T16:06:19.208412+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T16:19:25.277739+00:00"
+    },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T16:19:24.156486+00:00"
+    },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T16:19:23.854940+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|Iluvatar_bi-150": {
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@@ -675,11 +650,26 @@
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-    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T16:19:24.256761+00:00"
+    },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T16:19:24.064590+00:00"
+    },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|Vastai_va16": {
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@@ -822,11 +812,13 @@
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-    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|MetaX_c-500": {
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-        "text-generation"
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-23T14:56:55.452775+00:00"
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@@ -835,6 +827,12 @@
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+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T16:19:25.388463+00:00"
+    },
     "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-23T12:11:46+00:00|Ascend_910-b4": {
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@@ -1378,19 +1376,13 @@
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-    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Kunlunxin_p-800": {
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+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-23T12:51:39+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-23T14:56:49.962706+00:00"
+      "updatedAt": "2026-10-23T16:19:24.658663+00:00"
     },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-23T13:27:57+00:00|Ascend_910-b3": {
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@@ -5726,11 +5753,13 @@
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       "updatedAt": "2026-10-23T16:16:33.762192+00:00"
     },
-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|MetaX_c-500": {
       "taskTypes": [
-        "text-generation"
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T14:56:55.451412+00:00"
+      "updatedAt": "2026-10-23T16:19:25.396243+00:00"
     },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -5739,6 +5768,12 @@
       ],
       "updatedAt": "2026-10-23T16:06:19.893771+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T16:19:25.501551+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -5768,11 +5803,13 @@
       ],
       "updatedAt": "2026-10-23T16:16:33.970883+00:00"
     },
-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|MetaX_c-500": {
       "taskTypes": [
-        "text-generation"
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T14:56:55.468009+00:00"
+      "updatedAt": "2026-10-23T16:19:25.282262+00:00"
     },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Mthreads_s4000": {
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@@ -5780,6 +5817,12 @@
         "visual-multi-modal"
       ],
       "updatedAt": "2026-10-23T16:06:19.692600+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T16:19:25.367472+00:00"
     }
   },
   "taskTree": [
@@ -6462,6 +6505,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-23T16:15:30.154515+00:00",
+  "taskTreeUpdatedAt": "2026-10-23T16:19:23.575213+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index beaa48342f..350957321b 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3733,6 +3733,18 @@
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diff --git a/manifest.json b/manifest.json
index e0345ba9c6..1f34bfb9f6 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }