diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index bd92c07485..043f4c786f 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1071,7 +1071,7 @@
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     }
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-  "generatedAt": "2026-10-21T06:34:14.849543+00:00",
+  "generatedAt": "2026-10-21T06:36:06.352651+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 52088bc6e1..776f79f418 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -423,7 +423,7 @@
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-  "generatedAt": "2026-10-21T06:34:14.958706+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index c0201daec9..1844c9aed8 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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+  "catalogUpdatedAt": "2026-10-21T06:36:06.470762+00:00",
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@@ -56,7 +56,7 @@
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+  "generatedAt": "2026-10-21T06:36:21.676791+00:00",
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-10-21T06:32:28.125142+00:00"
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@@ -164,7 +164,7 @@
         "text-to-image-generation",
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@@ -179,7 +179,7 @@
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         "text-to-image-generation",
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@@ -226,7 +226,7 @@
       "taskTypes": [
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         "text-to-image-generation",
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         "text-to-image-generation",
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@@ -281,7 +281,7 @@
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|Ascend_910-b3": {
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Kunlunxin_p-800": {
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+    },
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|MetaX_c-500": {
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-        "text-generation",
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-      "updatedAt": "2026-10-21T06:34:16.893780+00:00"
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@@ -363,7 +325,7 @@
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@@ -371,7 +333,7 @@
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@@ -386,7 +348,7 @@
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@@ -402,40 +364,21 @@
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+    "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Kunlunxin_p-800": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T06:36:08.461487+00:00"
+    },
+    "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-21T06:34:17.141997+00:00"
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@@ -450,7 +393,7 @@
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@@ -458,19 +401,19 @@
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-      "updatedAt": "2026-10-21T06:34:17.063237+00:00"
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+    "https://modelscope.cn/models/DavidAU/Llama3.1-MOE-4X8B-Gated-IQ-Multi-Tier-COGITO-Deep-Reasoning-32B-GGUF|2026-10-20T15:18:51+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-21T06:34:17.019577+00:00"
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@@ -501,7 +444,7 @@
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@@ -579,7 +522,7 @@
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@@ -587,7 +530,7 @@
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-      "updatedAt": "2026-10-21T06:32:30.337007+00:00"
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@@ -5653,7 +5485,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:32:30.387840+00:00"
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@@ -5661,16 +5493,45 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:32:30.463559+00:00"
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-    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-Int8|2026-10-21T00:27:59+00:00|Iluvatar_mrv-100": {
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         "text-generation",
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-      "updatedAt": "2026-10-21T06:34:16.449009+00:00"
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+    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-Int8|2026-10-21T00:27:59+00:00|Ascend_910-b4": {
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+      "updatedAt": "2026-10-21T06:36:07.757350+00:00"
+    },
+    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-Int8|2026-10-21T00:27:59+00:00|Kunlunxin_p-800": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T06:36:07.861725+00:00"
+    },
+    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-Int8|2026-10-21T00:27:59+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:36:07.916535+00:00"
+    },
+    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-Int8|2026-10-21T00:27:59+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:36:07.966900+00:00"
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         "text-to-image-generation",
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-      "updatedAt": "2026-10-21T06:32:32.122459+00:00"
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     "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-WFP4AFP8|2026-10-19T06:27:49+00:00|Iluvatar_mrv-100": {
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@@ -5701,7 +5562,7 @@
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-      "updatedAt": "2026-10-21T06:32:32.198039+00:00"
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     "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-WFP4AFP8|2026-10-19T06:27:49+00:00|MetaX_c-500": {
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@@ -5709,7 +5570,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T06:32:32.226302+00:00"
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@@ -5717,7 +5578,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T06:32:32.257460+00:00"
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@@ -5744,6 +5605,12 @@
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       "updatedAt": "2026-10-21T06:34:17.894062+00:00"
     },
+    "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|Kunlunxin_p-800": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T06:36:09.027043+00:00"
+    },
     "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -5752,6 +5619,14 @@
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       "updatedAt": "2026-10-21T06:34:17.853740+00:00"
     },
+    "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:36:09.073289+00:00"
+    },
     "https://modelscope.cn/models/skyai/GLM-5.3-W4A8|2026-10-20T02:12:31+00:00|Ascend_910-b3": {
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@@ -5781,7 +5656,7 @@
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@@ -5797,7 +5672,7 @@
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@@ -5805,7 +5680,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-21T06:32:24.569370+00:00"
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@@ -5895,6 +5770,12 @@
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       "updatedAt": "2026-10-21T06:34:17.775256+00:00"
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-20T14:18:28+00:00|Kunlunxin_p-800": {
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+        "text-generation"
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+      "updatedAt": "2026-10-21T06:36:09.017877+00:00"
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@@ -5903,6 +5784,14 @@
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-20T14:18:28+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:36:09.073243+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-20T14:03:56+00:00|Ascend_910-b3": {
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@@ -5928,6 +5817,12 @@
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       "updatedAt": "2026-10-21T06:34:18.498736+00:00"
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-20T14:03:56+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-21T06:36:09.598886+00:00"
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     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-20T14:03:56+00:00|MetaX_c-500": {
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@@ -5942,16 +5837,45 @@
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-      "updatedAt": "2026-10-21T06:32:24.098004+00:00"
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-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Iluvatar_mrv-100": {
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         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:34:16.681684+00:00"
+      "updatedAt": "2026-10-21T06:36:08.067719+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:36:08.033838+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T06:36:08.101251+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:36:08.149491+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:36:08.267283+00:00"
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     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|Ascend_910-b3": {
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@@ -5959,7 +5883,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:32:32.534731+00:00"
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     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|Ascend_910-b4": {
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@@ -5967,7 +5891,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:32:32.486422+00:00"
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     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|Iluvatar_mrv-100": {
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@@ -5982,7 +5906,7 @@
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-      "updatedAt": "2026-10-21T06:32:32.623651+00:00"
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     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|MetaX_c-500": {
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@@ -5990,7 +5914,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:32:32.671640+00:00"
+      "updatedAt": "2026-10-21T06:36:19.113443+00:00"
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     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|hygon_k100-ai": {
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@@ -5998,7 +5922,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T06:32:32.731779+00:00"
+      "updatedAt": "2026-10-21T06:36:19.183326+00:00"
     },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b3": {
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@@ -6029,7 +5953,7 @@
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         "text-generation"
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-      "updatedAt": "2026-10-21T06:32:25.198149+00:00"
+      "updatedAt": "2026-10-21T06:36:11.044103+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|MetaX_c-500": {
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@@ -6045,7 +5969,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T06:32:25.268725+00:00"
+      "updatedAt": "2026-10-21T06:36:11.196558+00:00"
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   "taskTree": [
@@ -6728,6 +6652,6 @@
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-  "taskTreeUpdatedAt": "2026-10-21T06:34:14.958706+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T06:36:06.470762+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index f6d6f2823e..8b7b9c49f6 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3659,6 +3659,18 @@
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diff --git a/manifest.json b/manifest.json
index 8898415b94..2ce5497689 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }