diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 839b17fc9b..bf106ed3dc 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -506,7 +506,7 @@
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     }
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 791cdda21b..133868f737 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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+  "communityAttemptedAt": "2026-10-23T12:35:14.759299+00:00",
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@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 6a89c64ffe..1e8ffe1c99 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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+        "feature_emb",
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-23T12:35:16.268548+00:00"
+    },
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-      "updatedAt": "2026-10-23T11:20:07.856642+00:00"
+      "updatedAt": "2026-10-23T12:35:17.874610+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Vastai_va16": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T12:35:17.989802+00:00"
+    },
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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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-    "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"
+      ],
+      "updatedAt": "2026-10-23T12:35:16.379671+00:00"
+    },
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
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       "updatedAt": "2026-10-23T11:47:31.215845+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Vastai_va16": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T12:35:16.688402+00:00"
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         "text-generation",
         "visual-multi-modal"
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-    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Kunlunxin_p-800": {
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+        "feature_emb",
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@@ -656,6 +692,12 @@
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       "updatedAt": "2026-10-23T11:47:30.426018+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T12:35:16.484802+00:00"
+    },
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@@ -692,7 +734,7 @@
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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": {
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+        "visual-multi-modal"
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@@ -744,6 +788,12 @@
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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": {
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+        "text-generation"
+      ],
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T12:35:16.453929+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -5450,11 +5477,13 @@
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       "updatedAt": "2026-10-23T12:33:31.196377+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": "2026-10-23T11:30:14.695564+00:00"
+      "updatedAt": "2026-10-23T12:35:16.794972+00:00"
     },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -5463,6 +5492,12 @@
       ],
       "updatedAt": "2026-10-23T11:47:32.265578+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": "2026-10-23T12:35:16.825069+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -5487,11 +5522,13 @@
       ],
       "updatedAt": "2026-10-23T12:33:31.196356+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": "2026-10-23T11:30:14.695510+00:00"
+      "updatedAt": "2026-10-23T12:35:16.794750+00:00"
     },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Mthreads_s4000": {
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@@ -5499,6 +5536,12 @@
         "visual-multi-modal"
       ],
       "updatedAt": "2026-10-23T11:47:32.167732+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T12:35:16.881192+00:00"
     }
   },
   "taskTree": [
@@ -6181,6 +6224,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-23T12:33:29.462143+00:00",
+  "taskTreeUpdatedAt": "2026-10-23T12:35:14.759299+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 6d8a77b25b..15e7c74eb8 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3744,6 +3744,18 @@
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diff --git a/manifest.json b/manifest.json
index 5325e88256..a2ca37b77c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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+    ".modelhub_state/recovery_intents.jsonl": "85eef43e9925a57684dc5271339a200a239a8c751d5fcf6acaf0ff821fa2057f",
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 }