diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index fd42d630e5..782cec7dad 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -506,7 +506,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-23T13:17:18.780479+00:00",
+  "generatedAt": "2026-10-23T13:22:01.962677+00:00",
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     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index f5e727464d..b042b2cd35 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-23T13:18:01.457426+00:00",
+  "generatedAt": "2026-10-23T13:22:02.063577+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 6f12447c5f..822d430e48 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-23T13:18:01.457426+00:00",
+  "catalogUpdatedAt": "2026-10-23T13:22:02.063577+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-23T13:19:51.668266+00:00",
+  "generatedAt": "2026-10-23T13:22:29.958195+00:00",
   "gpuCatalog": {
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       "canVerify": true,
@@ -195,41 +195,52 @@
       ],
       "updatedAt": "2026-10-23T13:19:43.867747+00:00"
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+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T13:22:03.780904+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T13:22:03.746009+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T12:33:30.874696+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Mthreads_s4000": {
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-    },
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T12:35:16.108075+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-23T12:35:16.268548+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|hygon_k100-ai": {
+    "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": "2026-10-23T12:54:40.411933+00:00"
+      "updatedAt": "2026-10-23T13:22:11.360654+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": "2026-10-23T13:22:11.269403+00:00"
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@@ -237,29 +248,28 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T12:33:31.755602+00:00"
+      "updatedAt": "2026-10-23T13:22:11.672093+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-23T12:44:01.362769+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|MetaX_c-500": {
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-        "feature_emb",
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T12:35:17.874055+00:00"
+      "updatedAt": "2026-10-23T13:22:11.473719+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|hygon_k100-ai": {
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T13:22:11.553171+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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         "text-to-image-generation",
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       ],
-      "updatedAt": "2026-10-23T12:54:42.460712+00:00"
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@@ -267,27 +277,15 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T12:33:31.756158+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-10-23T12:44:01.363608+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
         "text-generation",
+        "text-to-image-generation",
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       ],
-      "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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-        "text-generation"
-      ],
-      "updatedAt": "2026-10-23T12:35:17.964593+00:00"
+      "updatedAt": "2026-10-23T13:22:11.200480+00:00"
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@@ -295,27 +293,22 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T12:33:31.701964+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Mthreads_s4000": {
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-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|MetaX_c-500": {
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-        "feature_emb",
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T12:35:17.692271+00:00"
+      "updatedAt": "2026-10-23T13:22:11.256164+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Vastai_va16": {
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Ascend_910-b4": {
       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-23T12:35:17.766555+00:00"
+      "updatedAt": "2026-10-23T13:22:10.862405+00:00"
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@@ -323,27 +316,23 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T12:33:31.567364+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b3": {
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
         "text-generation",
+        "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T12:35:17.689238+00:00"
+      "updatedAt": "2026-10-23T13:22:11.379359+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Vastai_va16": {
+    "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-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-23T12:35:17.757229+00:00"
+      "updatedAt": "2026-10-23T13:22:11.282615+00:00"
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@@ -351,35 +340,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T12:33:31.755905+00:00"
+      "updatedAt": "2026-10-23T13:22:11.565168+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Mthreads_s4000": {
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|MetaX_c-500": {
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Vastai_va16": {
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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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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-23T12:54:42.398771+00:00"
+      "updatedAt": "2026-10-23T13:22:11.473757+00:00"
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     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Ascend_910-b3": {
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@@ -473,41 +441,52 @@
       ],
       "updatedAt": "2026-10-23T13:19:49.759310+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T13:22:04.980776+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": "2026-10-23T13:22:04.888818+00:00"
+    },
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T12:33:31.113993+00:00"
+      "updatedAt": "2026-10-23T13:22:05.181088+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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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|MetaX_c-500": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T12:35:16.603475+00:00"
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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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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|hygon_k100-ai": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T12:54:40.699213+00:00"
+      "updatedAt": "2026-10-23T13:22:04.860031+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": "2026-10-23T13:22:04.827616+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|Cambricon_mlu-370-x4": {
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@@ -515,35 +494,22 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T12:33:31.113969+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|Kunlunxin_p-800": {
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-    },
-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|MetaX_c-500": {
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-        "feature_emb",
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T12:35:16.485108+00:00"
+      "updatedAt": "2026-10-23T13:22:04.980857+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|Vastai_va16": {
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-      "updatedAt": "2026-10-23T12:35:16.566664+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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         "text-generation",
         "text-to-image-generation",
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-      "updatedAt": "2026-10-23T12:54:40.700384+00:00"
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     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Cambricon_mlu-370-x4": {
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@@ -551,27 +517,23 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T12:33:30.999073+00:00"
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@@ -5472,35 +5555,30 @@
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-    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|hygon_k100-ai": {
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T12:54:40.663635+00:00"
+      "updatedAt": "2026-10-23T13:22:06.274305+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b4": {
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@@ -5508,35 +5586,30 @@
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-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-23T13:22:06.165438+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b4": {
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@@ -5544,35 +5617,14 @@
         "text-to-image-generation",
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Kunlunxin_p-800": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-23T12:54:40.988487+00:00"
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@@ -6300,6 +6352,6 @@
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     }
   ],
-  "taskTreeUpdatedAt": "2026-10-23T13:18:01.457426+00:00",
+  "taskTreeUpdatedAt": "2026-10-23T13:22:02.063577+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 4b75d91bfb..0f1e7ee403 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 c9054409e7..c51ec6c27a 100644
--- a/manifest.json
+++ b/manifest.json
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