diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index e65228b205..631c064d96 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1170,7 +1170,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c121db8764..dc4bfd63eb 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 8e2d46f2be..ed66c9f6a9 100644
--- a/.modelhub_state/official_capabilities.json
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@@ -1,5 +1,5 @@
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@@ -56,7 +56,7 @@
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@@ -195,7 +195,7 @@
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@@ -242,7 +242,7 @@
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@@ -354,14 +346,6 @@
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@@ -462,7 +446,7 @@
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+    },
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@@ -1609,7 +1577,7 @@
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@@ -1757,7 +1725,7 @@
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-      "updatedAt": "2026-10-20T14:19:55.883132+00:00"
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@@ -1796,7 +1764,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:55.764128+00:00"
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     "https://modelscope.cn/models/Teleportal/Qwen2.5-14B-self|2026-10-17T18:17:43+00:00|Ascend_910-b3": {
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@@ -1843,7 +1811,7 @@
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-      "updatedAt": "2026-10-20T14:19:58.355332+00:00"
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@@ -1890,7 +1858,7 @@
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-      "updatedAt": "2026-10-20T14:19:58.348000+00:00"
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     "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-Intent-FP8|2026-10-19T08:34:36+00:00|Ascend_910-b3": {
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@@ -1929,7 +1897,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:55.459885+00:00"
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@@ -1976,7 +1944,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:55.474925+00:00"
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@@ -2023,15 +1991,7 @@
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-    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-19T19:33:22+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-20T14:19:52.848040+00:00"
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     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-20T15:14:38+00:00|Ascend_910-b3": {
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@@ -2133,7 +2093,7 @@
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-      "updatedAt": "2026-10-20T14:19:55.352110+00:00"
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     "https://modelscope.cn/models/bartowski/Kolibri-1-GGUF|2026-10-18T08:42:01+00:00|Ascend_910-b3": {
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@@ -2180,7 +2140,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:58.056881+00:00"
+      "updatedAt": "2026-10-20T20:12:36.672909+00:00"
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     "https://modelscope.cn/models/bartowski/Ling-3.1-flash-GGUF|2026-10-17T16:05:08+00:00|Ascend_910-b3": {
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@@ -2227,7 +2187,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:58.562391+00:00"
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     "https://modelscope.cn/models/bartowski/LiquidAI_LFM2.5-24B-A2B-GGUF|2026-10-17T15:52:58+00:00|Ascend_910-b3": {
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@@ -2274,7 +2234,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:58.549779+00:00"
+      "updatedAt": "2026-10-20T20:12:37.450169+00:00"
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     "https://modelscope.cn/models/bartowski/OpenPathAI_Orbit-3.2-Nano-GGUF|2026-10-19T06:51:21+00:00|Ascend_910-b3": {
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@@ -2315,14 +2275,6 @@
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-    "https://modelscope.cn/models/bartowski/OpenPathAI_Orbit-3.2-Nano-GGUF|2026-10-19T06:51:21+00:00|hygon_k100-ai": {
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-    },
     "https://modelscope.cn/models/bartowski/llama-3-neural-chat-v1-8b-GGUF|2026-10-19T23:45:43+00:00|Iluvatar_mrv-100": {
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@@ -2386,7 +2338,7 @@
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-      "updatedAt": "2026-10-20T14:19:55.596137+00:00"
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     "https://modelscope.cn/models/castorini/gaggle-nanochat-pretrained-climbmix-20260924|2026-10-18T14:13:55+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2464,7 +2416,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:54.548598+00:00"
+      "updatedAt": "2026-10-20T20:12:31.658283+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/GLM-4.5-Air-AWQ|2026-10-19T16:33:11+00:00|Ascend_910-b3": {
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@@ -2550,7 +2502,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:53.578076+00:00"
+      "updatedAt": "2026-10-20T20:12:29.452437+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/Jan-v1-2509-AWQ-4bit|2026-10-19T16:44:42+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2589,7 +2541,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:54.397548+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/Jan-v1-4B-AWQ-4bit|2026-10-19T16:53:59+00:00|Ascend_910-b3": {
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@@ -2620,7 +2572,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:54.347496+00:00"
+      "updatedAt": "2026-10-20T20:12:30.949593+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit|2026-10-19T16:59:08+00:00|Ascend_910-b3": {
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@@ -2653,7 +2605,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:54.270775+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit|2026-10-19T17:03:22+00:00|Ascend_910-b3": {
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@@ -2711,7 +2663,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:54.564256+00:00"
+      "updatedAt": "2026-10-20T20:12:31.659590+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Instruct-2507-AWQ-4bit|2026-10-19T17:58:37+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2820,7 +2772,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:54.250835+00:00"
+      "updatedAt": "2026-10-20T20:12:30.353426+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Coder-30B-A3B-Instruct-AWQ|2026-10-19T17:47:47+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2859,7 +2811,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:53.461937+00:00"
+      "updatedAt": "2026-10-20T20:12:28.968361+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Instruct-AWQ-8bit|2026-10-19T16:42:31+00:00|Ascend_910-b3": {
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@@ -2906,7 +2858,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:54.453687+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit|2026-10-19T18:19:51+00:00|Ascend_910-b3": {
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@@ -2937,7 +2889,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:53.068047+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-8bit|2026-10-19T17:00:47+00:00|Ascend_910-b3": {
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@@ -2984,7 +2936,7 @@
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-      "updatedAt": "2026-10-20T14:19:54.248303+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/Seed-OSS-36B-Instruct-AWQ-4bit|2026-10-19T18:03:45+00:00|Ascend_910-b3": {
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@@ -3031,7 +2983,7 @@
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-      "updatedAt": "2026-10-20T14:19:53.203212+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-micro-AWQ-4bit|2026-10-19T22:18:56+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -3070,7 +3022,7 @@
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-      "updatedAt": "2026-10-20T14:19:51.563798+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-micro-AWQ-8bit|2026-10-19T17:33:23+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -3109,7 +3061,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:53.542735+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-small-AWQ-4bit|2026-10-19T17:23:16+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -3156,7 +3108,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-20T14:19:53.662570+00:00"
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     "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit|2026-10-19T18:03:21+00:00|Ascend_910-b3": {
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@@ -3203,7 +3155,7 @@
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-      "updatedAt": "2026-10-20T14:19:53.258218+00:00"
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+    "https://modelscope.cn/models/incoai/Muse-Glimmer-30B-DFlash2-GGUF|2026-10-20T13:54:35+00:00|Ascend_910-b3": {
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+    "https://modelscope.cn/models/incoai/Muse-Glimmer-30B-DFlash2-GGUF|2026-10-20T13:54:35+00:00|Ascend_910-b4": {
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+    },
+    "https://modelscope.cn/models/incoai/Muse-Glimmer-30B-DFlash2-GGUF|2026-10-20T13:54:35+00:00|MetaX_c-500": {
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+    },
+    "https://modelscope.cn/models/incoai/Muse-Glimmer-30B-DFlash2-GGUF|2026-10-20T13:54:35+00:00|hygon_k100-ai": {
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@@ -4882,7 +4834,7 @@
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@@ -5048,7 +5000,7 @@
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+        "text-to-image-generation",
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-20T13:59:38+00:00|Ascend_910-b4": {
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-20T13:59:38+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|Ascend_910-b3": {
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@@ -5713,7 +5703,7 @@
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@@ -5721,7 +5711,7 @@
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     "https://modelscope.cn/models/skyai/GLM-5.3-W4A8|2026-10-20T02:12:31+00:00|hygon_k100-ai": {
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@@ -5752,7 +5742,7 @@
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     "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-20T13:13:54+00:00|Ascend_910-b3": {
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@@ -5872,6 +5862,14 @@
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       "updatedAt": "2026-10-20T19:45:29.955483+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-20T14:18:28+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-20T20:12:21.150957+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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@@ -5964,7 +5962,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-20T14:19:57.049592+00:00"
+      "updatedAt": "2026-10-20T20:12:35.343752+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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@@ -6011,7 +6009,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-20T14:19:51.052812+00:00"
+      "updatedAt": "2026-10-20T20:12:25.482635+00:00"
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@@ -6694,6 +6692,6 @@
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-  "taskTreeUpdatedAt": "2026-10-20T19:43:47.068697+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T20:10:30.673538+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 1ede734fb8..5a2ca1c10d 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3648,6 +3648,18 @@
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diff --git a/manifest.json b/manifest.json
index 12598235a9..bbc9699524 100644
--- a/manifest.json
+++ b/manifest.json
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