diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index a8b9ea80e1..4546ca55d7 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1052,7 +1052,7 @@
       "taskType": "text-generation"
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index fdda205799..6c8e53c522 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-21T08:06:42.978637+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index eec8fdf0d1..8592511121 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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@@ -172,7 +172,7 @@
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-      "updatedAt": "2026-10-21T08:04:51.125575+00:00"
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@@ -195,7 +195,7 @@
         "text-to-image-generation",
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         "text-to-image-generation",
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-      "updatedAt": "2026-10-21T08:04:47.919927+00:00"
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-    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-21T08:06:46.895393+00:00"
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-      "updatedAt": "2026-10-21T08:04:48.067081+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Kunlunxin_p-800": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|hygon_k100-ai": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Cambricon_mlu-370-x8": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T08:08:40.001026+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-21T08:08:39.954508+00:00"
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@@ -343,7 +362,7 @@
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-    "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Iluvatar_mrv-100": {
+    "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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+      "updatedAt": "2026-10-21T08:08:40.128704+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|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T08:08:40.203636+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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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T08:08:40.166846+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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@@ -494,7 +530,7 @@
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@@ -1524,7 +1681,7 @@
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+      "updatedAt": "2026-10-21T08:08:40.328079+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Hy3-AWQ-NVFP4|2026-10-20T14:28:53+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-21T08:08:40.412198+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Hy3-AWQ-NVFP4|2026-10-20T14:28:53+00:00|Cambricon_mlu-370-x8": {
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+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-20T22:49:34+00:00|Cambricon_mlu-370-x8": {
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+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-20T22:49:34+00:00|hygon_k100-ai": {
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@@ -5917,7 +5960,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T08:04:54.475320+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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@@ -5940,7 +5983,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T08:04:54.391152+00:00"
+      "updatedAt": "2026-10-21T08:08:48.148602+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b3": {
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@@ -5948,7 +5991,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T08:04:48.720987+00:00"
+      "updatedAt": "2026-10-21T08:08:42.778359+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b4": {
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@@ -5956,7 +5999,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T08:04:48.752534+00:00"
+      "updatedAt": "2026-10-21T08:08:42.811683+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Cambricon_mlu-370-x8": {
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@@ -5964,7 +6007,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T08:04:48.955877+00:00"
+      "updatedAt": "2026-10-21T08:08:42.922577+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Iluvatar_mrv-100": {
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@@ -5987,7 +6030,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T08:04:48.870512+00:00"
+      "updatedAt": "2026-10-21T08:08:42.852252+00:00"
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   "taskTree": [
@@ -6670,6 +6713,6 @@
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-  "taskTreeUpdatedAt": "2026-10-21T08:06:42.978637+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T08:08:38.164438+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 61aaf841b2..3adf6dce17 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3662,6 +3662,18 @@
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diff --git a/manifest.json b/manifest.json
index db0d5230f2..42dd865fa2 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }