diff --git a/.modelhub_state/account_capacity.json b/.modelhub_state/account_capacity.json
index 2930aed861..d3e6b91b98 100644
--- a/.modelhub_state/account_capacity.json
+++ b/.modelhub_state/account_capacity.json
@@ -2,53 +2,53 @@
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-  "updatedAt": "2026-10-23T02:08:04.327942+00:00",
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diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index c89adbc21c..78c08a50e2 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -487,7 +487,7 @@
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-  "generatedAt": "2026-10-23T03:16:04.770421+00:00",
+  "generatedAt": "2026-10-23T03:17:50.467662+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 86e41488d6..a3fc199b3d 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-23T03:16:04.863947+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index dfc08dadbe..20480c2a69 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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-  "generatedAt": "2026-10-23T03:16:04.863947+00:00",
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@@ -156,7 +156,7 @@
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@@ -164,7 +164,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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@@ -173,28 +173,26 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-23T02:07:59.790343+00:00"
+      "updatedAt": "2026-10-23T03:19:54.557958+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Kunlunxin_p-800": {
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+        "text-generation"
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+      "updatedAt": "2026-10-23T03:19:54.667020+00:00"
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     "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T02:07:59.689583+00:00"
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-      "updatedAt": "2026-10-23T02:07:59.869186+00:00"
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@@ -234,12 +224,6 @@
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b4": {
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|hygon_k100-ai": {
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Ascend_910-b4": {
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Ascend_910-b4": {
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@@ -352,27 +277,6 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Ascend_910-b4": {
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@@ -388,28 +292,6 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+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|Ascend_910-b3": {
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-      "updatedAt": "2026-10-23T02:09:43.902552+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-10-23T02:09:43.773850+00:00"
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     "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Iluvatar_mrv-100": {
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@@ -425,34 +307,13 @@
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-    "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|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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-      "updatedAt": "2026-10-23T02:09:43.975513+00:00"
-    },
     "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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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T02:07:53.585603+00:00"
+      "updatedAt": "2026-10-23T03:19:48.158505+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-b4": {
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@@ -460,7 +321,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T02:07:53.363141+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|Iluvatar_mrv-100": {
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@@ -469,62 +330,44 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T02:07:53.772430+00:00"
+      "updatedAt": "2026-10-23T03:19:48.367952+00:00"
+    },
+    "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T03:19:48.464882+00:00"
     },
     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Mthreads_s4000": {
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         "text-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|Vastai_va16": {
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-      "updatedAt": "2026-10-23T02:07:53.820689+00:00"
+      "updatedAt": "2026-10-23T03:19:48.259109+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|Iluvatar_mrv-100": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-23T02:07:53.491010+00:00"
+      "updatedAt": "2026-10-23T03:19:47.465073+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": {
+      "taskTypes": [
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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|Vastai_va16": {
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-      "updatedAt": "2026-10-23T02:09:35.317663+00:00"
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@@ -548,20 +391,6 @@
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@@ -3958,13 +3940,34 @@
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+    },
+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-8bit|2026-10-21T14:18:30+00:00|Kunlunxin_p-800": {
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+    },
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+    },
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+      "updatedAt": "2026-10-23T03:19:36.456551+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Coder-Next-AWQ-4bit|2026-10-21T15:20:38+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T03:19:28.053779+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Coder-Next-AWQ-8bit|2026-10-21T14:49:39+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T03:19:31.634057+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Next-80B-A3B-Instruct-AWQ-4bit|2026-10-21T15:19:39+00:00|Vastai_va16": {
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@@ -4204,6 +4223,18 @@
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+    "https://modelscope.cn/models/cyankiwi/Qwen3-Next-80B-A3B-Thinking-AWQ-8bit|2026-10-21T13:48:58+00:00|Kunlunxin_p-800": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Next-80B-A3B-Thinking-AWQ-8bit|2026-10-21T13:48:58+00:00|Vastai_va16": {
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+    },
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-  "taskTreeUpdatedAt": "2026-10-23T03:16:04.863947+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index b2bf848e80..a8e0d4728d 100644
--- a/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index 3ae8a94c32..abee90470f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -1,25 +1,25 @@
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