diff --git a/.modelhub_state/account_capacity.json b/.modelhub_state/account_capacity.json
index f0e01840a5..4d04813e3c 100644
--- a/.modelhub_state/account_capacity.json
+++ b/.modelhub_state/account_capacity.json
@@ -2,53 +2,53 @@
   "accounts": {
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+      "knownCap": 100
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-  "updatedAt": "2026-10-22T13:03:02.759802+00:00",
+  "updatedAt": "2026-10-22T13:48:18.547546+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 5cb7fecf77..457d7144cb 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -485,7 +485,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-22T13:46:26.559153+00:00",
+  "generatedAt": "2026-10-22T13:48:10.581419+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 02465bf9d2..145496270a 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-22T13:46:26.659681+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 56de56c983..82b88b6f6e 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-22T13:46:26.659681+00:00",
+  "catalogUpdatedAt": "2026-10-22T13:48:51.361314+00:00",
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     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-22T13:46:32.262797+00:00",
+  "generatedAt": "2026-10-22T13:50:18.692809+00:00",
   "gpuCatalog": {
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@@ -150,19 +150,49 @@
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+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Ascend_910-b3": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-22T12:40:54.356278+00:00"
+      "updatedAt": "2026-10-22T13:50:10.554240+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T13:50:10.481382+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T13:50:10.757039+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T13:50:10.866201+00:00"
     },
     "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-22T12:40:54.167090+00:00"
+      "updatedAt": "2026-10-22T13:50:10.593884+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|MetaX_c-500": {
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@@ -170,38 +200,59 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-22T12:40:54.454544+00:00"
+      "updatedAt": "2026-10-22T13:50:10.663315+00:00"
     },
-    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Mthreads_s4000": {
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|Ascend_910-b3": {
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Ascend_910-b3": {
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         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:45:01.097522+00:00"
+      "updatedAt": "2026-10-22T13:49:54.955030+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Ascend_910-b4": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-22T12:43:00.772912+00:00"
+      "updatedAt": "2026-10-22T13:49:54.873225+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|Cambricon_mlu-370-x8": {
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Iluvatar_bi-150": {
       "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T13:49:55.068605+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-22T12:43:01.080302+00:00"
+      "updatedAt": "2026-10-22T13:49:55.166086+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-22T13:49:54.992949+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T13:49:55.027078+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|Iluvatar_bi-150": {
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@@ -225,27 +276,6 @@
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     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-22T12:43:00.882879+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|MetaX_c-500": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:45:01.160528+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-22T12:43:00.966260+00:00"
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     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|hygon_k100-ai": {
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@@ -254,30 +284,6 @@
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       "updatedAt": "2026-10-22T13:15:42.509033+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b3": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:45:01.098892+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b4": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:43:00.774337+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x8": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:43:01.066560+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_bi-150": {
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@@ -300,27 +306,6 @@
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       "updatedAt": "2026-10-22T13:46:29.568368+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Kunlunxin_p-800": {
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-        "text-generation"
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-      "updatedAt": "2026-10-22T12:43:00.882915+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|MetaX_c-500": {
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-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-22T12:45:01.160506+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Mthreads_s4000": {
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-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:43:00.980564+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|hygon_k100-ai": {
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         "text-generation",
@@ -329,22 +314,6 @@
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       "updatedAt": "2026-10-22T13:15:42.511504+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Ascend_910-b4": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:43:01.390622+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Cambricon_mlu-370-x8": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:43:01.464675+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_bi-150": {
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@@ -367,36 +336,6 @@
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       "updatedAt": "2026-10-22T13:46:29.558079+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-22T12:43:01.425618+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|MetaX_c-500": {
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-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:45:01.160547+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Ascend_910-b4": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:43:00.773350+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Cambricon_mlu-370-x8": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:43:01.073513+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_bi-150": {
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         "asr",
@@ -419,43 +358,6 @@
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       "updatedAt": "2026-10-22T13:46:29.376602+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-22T12:43:00.858506+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|MetaX_c-500": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:45:01.098092+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Mthreads_s4000": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:43:00.958417+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Ascend_910-b4": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:43:00.773219+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Cambricon_mlu-370-x8": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:43:00.973450+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Iluvatar_bi-150": {
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         "asr",
@@ -478,44 +380,6 @@
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       "updatedAt": "2026-10-22T13:46:29.360273+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-22T12:43:00.867391+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|MetaX_c-500": {
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-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:45:01.097894+00:00"
-    },
-    "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": "2026-10-22T12:43:01.262431+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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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:43:01.231081+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-10-22T12:43:01.353316+00:00"
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     "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Iluvatar_bi-150": {
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@@ -538,27 +402,6 @@
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index a330f338f4..441c5e93fa 100644
--- a/.modelhub_state/queue_cleanup_latest.json
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 713437ba28..9be7c5fba6 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3718,6 +3718,106 @@
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diff --git a/manifest.json b/manifest.json
index cf4646cc6d..cbca43be8c 100644
--- a/manifest.json
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 }