diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 32792f5b3c..cf635c3257 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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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 577ef946d5..f301606937 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -423,7 +423,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 5aa108be3e..a1bc4ac582 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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+  "catalogUpdatedAt": "2026-10-21T06:29:24.283237+00:00",
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@@ -56,7 +56,7 @@
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-10-21T06:09:35.758359+00:00"
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@@ -164,7 +164,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-21T06:09:35.708472+00:00"
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         "text-to-image-generation",
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-      "updatedAt": "2026-10-21T06:09:35.851381+00:00"
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@@ -186,7 +186,7 @@
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-      "updatedAt": "2026-10-21T06:09:32.160659+00:00"
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         "text-to-image-generation",
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-21T06:11:24.762317+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Ascend_910-b4": {
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-        "text-to-image-generation",
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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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+    "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-to-image-generation",
-        "visual-multi-modal"
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-    "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|MetaX_c-500": {
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-        "text-generation",
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-      "updatedAt": "2026-10-21T06:11:24.869331+00:00"
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     "https://modelscope.cn/models/DavidAU/LFM2.5-2.6B-Qwen3.8-Turbo-Brilliance-Power-X12-NEO-MAX-GGUF|2026-10-18T14:39:44+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-21T06:09:40.522144+00:00"
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-      "updatedAt": "2026-10-21T06:11:24.704352+00:00"
+      "updatedAt": "2026-10-21T06:29:26.901821+00:00"
+    },
+    "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|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-21T06:29:26.828858+00:00"
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@@ -554,7 +530,7 @@
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@@ -562,13 +538,13 @@
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@@ -576,7 +552,7 @@
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@@ -1132,7 +1108,15 @@
         "text-to-image-generation",
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+    },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-20T13:07:49+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
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+    "https://modelscope.cn/models/incoai/Qwen3.8-27B-DFlash2-GGUF|2026-10-20T13:32:21+00:00|Kunlunxin_p-800": {
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-    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-20T14:03:56+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-20T14:03:56+00:00|Cambricon_mlu-370-x8": {
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@@ -5810,6 +5700,44 @@
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+      "updatedAt": "2026-10-21T06:29:26.334207+00:00"
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+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Cambricon_mlu-370-x8": {
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+      "updatedAt": "2026-10-21T06:29:26.515582+00:00"
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+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-21T06:29:26.451393+00:00"
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@@ -5824,7 +5752,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:09:39.906402+00:00"
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@@ -5832,7 +5760,7 @@
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@@ -5840,13 +5768,13 @@
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-      "updatedAt": "2026-10-21T06:09:40.121154+00:00"
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-      "updatedAt": "2026-10-21T06:09:40.050938+00:00"
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@@ -5854,7 +5782,7 @@
         "text-generation",
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-21T06:09:32.722869+00:00"
+      "updatedAt": "2026-10-21T06:29:30.450556+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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@@ -6591,6 +6519,6 @@
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-  "taskTreeUpdatedAt": "2026-10-21T06:26:59.472474+00:00",
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diff --git a/.modelhub_state/queue_cleanup_latest.json b/.modelhub_state/queue_cleanup_latest.json
index f99571074c..3a3d6a4ed1 100644
--- a/.modelhub_state/queue_cleanup_latest.json
+++ b/.modelhub_state/queue_cleanup_latest.json
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     "cleanupDisabled": true,
     "reason": "admission_only"
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-  "architectureBlockCount": 53,
+  "architectureBlockCount": 52,
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index c111c5ed6f..9b62609232 100644
--- a/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index 5ff5e1f9c4..43aed5f4fa 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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-    ".modelhub_state/recovery_intents.jsonl": "84a435ed83a6d33d202446e28441d12e66febd4e76b4293c82bf098fc6eaa137",
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-  "generation": 26313,
-  "phase": "cycle",
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+  "phase": "intent",
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 }