diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 543458e2a2..0723122f96 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": "2026-10-23T23:25:33.280922+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 3bfebcfcbd..fd2c4b74c7 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-23T23:22:07.663390+00:00",
+  "communityAttemptedAt": "2026-10-23T23:29:05.465060+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
   "communitySample": {},
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@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-23T23:26:02.780363+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 0810bb397d..7aef937116 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-23T23:26:02.780363+00:00",
+  "catalogUpdatedAt": "2026-10-23T23:29:05.465060+00:00",
   "configuredTaskTypes": [
     "text-generation"
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-23T23:27:10.962752+00:00",
+  "generatedAt": "2026-10-23T23:29:35.853966+00:00",
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@@ -196,22 +196,6 @@
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-23T14:44:56+00:00|Vastai_va16": {
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@@ -250,14 +221,21 @@
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_mrv-100": {
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-      "updatedAt": "2026-10-23T22:19:36.086425+00:00"
+      "updatedAt": "2026-10-23T23:29:21.467487+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T23:29:21.377105+00:00"
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@@ -267,22 +245,26 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_mrv-100": {
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+      ],
+      "updatedAt": "2026-10-23T23:29:21.558298+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-10-23T22:19:36.382263+00:00"
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-    "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-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_mrv-100": {
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-      "updatedAt": "2026-10-23T22:19:36.158252+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Iluvatar_mrv-100": {
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-      "updatedAt": "2026-10-23T22:19:36.171964+00:00"
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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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         "text-to-image-generation",
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       ],
-      "updatedAt": "2026-10-23T22:19:36.375573+00:00"
+      "updatedAt": "2026-10-23T23:29:21.409728+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T23:29:21.363992+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-23T22:19:36.413925+00:00"
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@@ -439,6 +408,22 @@
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       "updatedAt": "2026-10-23T23:27:03.963290+00:00"
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T23:29:14.367828+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T23:29:14.277727+00:00"
+    },
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@@ -456,19 +441,28 @@
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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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+        "visual-multi-modal"
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-      "updatedAt": "2026-10-23T22:19:35.090998+00:00"
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|hygon_k100-ai": {
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         "text-to-image-generation",
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-      "updatedAt": "2026-10-23T22:19:35.196468+00:00"
+      "updatedAt": "2026-10-23T23:29:14.155003+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T23:29:14.058222+00:00"
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@@ -487,19 +481,20 @@
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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",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-23T22:19:35.068022+00:00"
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-23T22:19:35.196502+00:00"
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-23T23:29:14.478431+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T23:29:14.358526+00:00"
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|hygon_k100-ai": {
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-    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|Ascend_910-b4": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-23T22:19:34.641878+00:00"
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@@ -588,43 +570,6 @@
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+    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-4bit|2026-10-21T17:15:17+00:00|Vastai_va16": {
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+    },
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+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Vastai_va16": {
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     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-23T13:27:57+00:00|Iluvatar_mrv-100": {
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@@ -5752,6 +5725,19 @@
       ],
       "updatedAt": "2026-10-23T23:09:57.904625+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-23T13:27:57+00:00|Mthreads_s4000": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T23:29:11.955608+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-23T13:27:57+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T23:29:12.086121+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-23T13:27:57+00:00|hygon_k100-ai": {
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         "text-generation",
@@ -5760,6 +5746,22 @@
       ],
       "updatedAt": "2026-10-23T22:21:20.282906+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",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T23:29:15.274437+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T23:29:15.169556+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Iluvatar_mrv-100": {
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@@ -5777,19 +5779,28 @@
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     },
-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Vastai_va16": {
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Mthreads_s4000": {
       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-23T22:19:35.289615+00:00"
+      "updatedAt": "2026-10-23T23:29:15.054578+00:00"
     },
-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|hygon_k100-ai": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b3": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T22:19:35.351622+00:00"
+      "updatedAt": "2026-10-23T23:29:14.666783+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T23:29:14.558939+00:00"
     },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Iluvatar_mrv-100": {
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@@ -5808,19 +5819,12 @@
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       "updatedAt": "2026-10-23T23:09:58.193467+00:00"
     },
-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Vastai_va16": {
-      "taskTypes": [
-        "text-generation"
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-      "updatedAt": "2026-10-23T22:19:35.289522+00:00"
-    },
-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|hygon_k100-ai": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
-        "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T22:19:35.351554+00:00"
+      "updatedAt": "2026-10-23T23:29:14.496842+00:00"
     }
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   "taskTree": [
@@ -6503,6 +6507,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-23T23:26:02.780363+00:00",
+  "taskTreeUpdatedAt": "2026-10-23T23:29:05.465060+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 73b1edc932..65ea76b39a 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 474c72d527..0eb39c21ba 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }