diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index ad34cc9494..c550a78a6f 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -485,7 +485,7 @@
       "taskType": "text-generation"
     }
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c06b9d4c76..2e44926a21 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index c5037ab751..5ee0bc7487 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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     "Ascend_910-b3": {
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@@ -150,6 +150,14 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T11:21:40.848499+00:00"
+    },
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@@ -185,6 +193,12 @@
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+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-23T14:44:56+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-24T11:21:40.794670+00:00"
+    },
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@@ -206,6 +220,14 @@
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+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T11:21:42.047003+00:00"
+    },
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@@ -253,7 +267,7 @@
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@@ -386,7 +384,7 @@
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+        "visual-multi-modal"
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@@ -535,28 +525,20 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T11:21:40.753819+00:00"
+    },
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-    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|Iluvatar_bi-100": {
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-        "text-generation",
-        "visual-multi-modal"
+        "text-generation"
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-    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-24T11:09:52.999597+00:00"
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@@ -638,7 +603,7 @@
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-      "updatedAt": "2026-10-24T10:58:17.890459+00:00"
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@@ -661,6 +626,14 @@
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       "updatedAt": "2026-10-24T11:11:46.274359+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|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T11:21:41.334463+00:00"
+    },
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@@ -675,14 +648,6 @@
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@@ -708,7 +673,7 @@
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-      "updatedAt": "2026-10-24T10:58:17.859409+00:00"
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     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Iluvatar_bi-100": {
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@@ -774,6 +731,12 @@
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       "updatedAt": "2026-10-24T11:19:57.477738+00:00"
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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"
+      ],
+      "updatedAt": "2026-10-24T11:21:41.264121+00:00"
+    },
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@@ -788,6 +751,14 @@
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       "updatedAt": "2026-10-24T11:11:46.274264+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T11:21:41.381255+00:00"
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     "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Biren_166m": {
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@@ -802,14 +773,6 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Cambricon_mlu-370-x8": {
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@@ -835,7 +798,7 @@
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@@ -858,6 +821,14 @@
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+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T11:21:41.109549+00:00"
+    },
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@@ -893,6 +864,12 @@
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+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|Kunlunxin_p-800": {
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+        "text-generation"
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+      "updatedAt": "2026-10-24T11:21:41.049329+00:00"
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@@ -914,6 +891,14 @@
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       "updatedAt": "2026-10-24T11:11:46.083654+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-23T13:42:15+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T11:21:40.964947+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-23T13:42:15+00:00|Biren_166m": {
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+        "visual-multi-modal"
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@@ -5749,7 +5739,7 @@
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@@ -5772,6 +5762,14 @@
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       "updatedAt": "2026-10-24T11:11:46.389850+00:00"
     },
+    "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"
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+      "updatedAt": "2026-10-24T11:21:41.451945+00:00"
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@@ -5786,14 +5784,6 @@
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@@ -5841,29 +5831,6 @@
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-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Iluvatar_bi-100": {
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-      "updatedAt": "2026-10-24T11:09:52.862069+00:00"
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-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Mthreads_s4000": {
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@@ -6546,6 +6513,6 @@
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-  "taskTreeUpdatedAt": "2026-10-24T11:19:56.158291+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index fe6091779b..5396e6b824 100644
--- a/.modelhub_state/recovery_intents.jsonl
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@@ -3773,6 +3773,18 @@
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diff --git a/manifest.json b/manifest.json
index c3bfb90994..306593afe6 100644
--- a/manifest.json
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 }