diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 246a9d417..ec9370ad6 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -3341,7 +3341,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-01T05:45:09.885866+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index f84768d50..fb6121069 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
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-  "generatedAt": "2026-10-01T05:53:28.172041+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 36cc156cb..be58d4b30 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-30T07:04:35.683088+00:00"
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@@ -379,14 +379,6 @@
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-      "updatedAt": "2026-09-30T07:07:44.573416+00:00"
-    },
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@@ -613,7 +605,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-30T07:04:36.186048+00:00"
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@@ -702,7 +694,7 @@
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-      "updatedAt": "2026-09-30T07:04:36.439194+00:00"
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@@ -881,7 +873,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-30T07:04:36.662693+00:00"
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@@ -925,14 +917,14 @@
         "text-generation",
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-      "updatedAt": "2026-09-30T07:04:36.752587+00:00"
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-      "updatedAt": "2026-09-30T07:04:36.866903+00:00"
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@@ -940,19 +932,13 @@
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@@ -1194,7 +1180,7 @@
         "text-to-image-generation",
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@@ -1629,7 +1615,7 @@
         "text-to-image-generation",
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@@ -1753,7 +1739,7 @@
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@@ -1842,7 +1828,7 @@
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-      "updatedAt": "2026-09-30T07:04:36.302310+00:00"
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@@ -2020,7 +2006,7 @@
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@@ -2109,7 +2095,7 @@
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-      "updatedAt": "2026-09-30T07:04:35.683926+00:00"
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@@ -2228,7 +2214,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-30T07:04:36.312273+00:00"
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@@ -2402,34 +2388,6 @@
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-    "https://modelscope.cn/models/bytkim/Qwen3.8-27B-pi-GGUF|2026-09-30T06:56:24+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-09-30T07:04:19.234564+00:00"
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-    "https://modelscope.cn/models/bytkim/Qwen3.8-27B-pi-GGUF|2026-09-30T06:56:24+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-09-30T07:04:19.361882+00:00"
-    },
-    "https://modelscope.cn/models/bytkim/Qwen3.8-27B-pi-GGUF|2026-09-30T06:56:24+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-09-30T07:04:19.267269+00:00"
-    },
-    "https://modelscope.cn/models/bytkim/Qwen3.8-27B-pi-GGUF|2026-09-30T06:56:24+00:00|Vastai_va16": {
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-      "updatedAt": "2026-09-30T07:04:19.453377+00:00"
-    },
     "https://modelscope.cn/models/cgisky/Ai00-X|2026-09-10T08:24:43+00:00|Kunlunxin_p-800": {
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@@ -2537,7 +2495,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-30T07:04:26.184889+00:00"
+      "updatedAt": "2026-10-01T05:56:56.652162+00:00"
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     "https://modelscope.cn/models/chenyumo/moziAI-35B-A3B-MOE-MTP|2026-09-25T03:56:17+00:00|Ascend_910-b3": {
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@@ -2626,7 +2584,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-30T07:04:26.254074+00:00"
+      "updatedAt": "2026-10-01T05:56:56.764693+00:00"
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     "https://modelscope.cn/models/cix/DeepSeek-R1-Distill-Qwen-7B-GGUF|2026-09-11T07:54:02+00:00|Iluvatar_mrv-100": {
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@@ -2843,14 +2801,6 @@
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-    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-09-30T07:07:43.928621+00:00"
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@@ -2895,35 +2845,12 @@
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-    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-09-30T07:07:44.052034+00:00"
-    },
-    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Mthreads_s4000": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-09-30T07:07:44.154086+00:00"
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     "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Sunrise_pt-200-x1": {
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       "updatedAt": "2026-09-30T07:58:00.472348+00:00"
     },
-    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-09-30T07:07:43.968192+00:00"
-    },
     "https://modelscope.cn/models/ewinregirgojr/Qwen3.8-14B-Instruct-Turbo-GGUF|2026-08-31T23:32:37+00:00|Kunlunxin_p-800": {
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@@ -3031,7 +2958,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-30T07:04:35.972497+00:00"
+      "updatedAt": "2026-10-01T05:57:26.146792+00:00"
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     "https://modelscope.cn/models/facebook/OMol25|2026-09-28T12:17:36+00:00|Ascend_910-b3": {
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@@ -3102,6 +3029,81 @@
       ],
       "updatedAt": "2026-09-30T07:39:15.659359+00:00"
     },
+    "https://modelscope.cn/models/groxaxo/Qwen3.8-Flash-Next-Q2_0-H64-S4-GGUF|2026-10-01T05:48:42+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T05:56:52.289171+00:00"
+    },
+    "https://modelscope.cn/models/groxaxo/Qwen3.8-Flash-Next-Q2_0-H64-S4-GGUF|2026-10-01T05:48:42+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T05:56:52.251437+00:00"
+    },
+    "https://modelscope.cn/models/groxaxo/Qwen3.8-Flash-Next-Q2_0-H64-S4-GGUF|2026-10-01T05:48:42+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T05:56:52.567445+00:00"
+    },
+    "https://modelscope.cn/models/groxaxo/Qwen3.8-Flash-Next-Q2_0-H64-S4-GGUF|2026-10-01T05:48:42+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": "2026-10-01T05:56:52.904618+00:00"
+    },
+    "https://modelscope.cn/models/groxaxo/Qwen3.8-Flash-Next-Q2_0-H64-S4-GGUF|2026-10-01T05:48:42+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T05:56:52.966333+00:00"
+    },
+    "https://modelscope.cn/models/groxaxo/Qwen3.8-Flash-Next-Q2_0-H64-S4-GGUF|2026-10-01T05:48:42+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-01T05:56:53.062622+00:00"
+    },
+    "https://modelscope.cn/models/groxaxo/Qwen3.8-Flash-Next-Q2_0-H64-S4-GGUF|2026-10-01T05:48:42+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T05:56:52.318909+00:00"
+    },
+    "https://modelscope.cn/models/groxaxo/Qwen3.8-Flash-Next-Q2_0-H64-S4-GGUF|2026-10-01T05:48:42+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T05:56:52.353271+00:00"
+    },
+    "https://modelscope.cn/models/groxaxo/Qwen3.8-Flash-Next-Q2_0-H64-S4-GGUF|2026-10-01T05:48:42+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T05:56:52.455945+00:00"
+    },
     "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|Ascend_910-b3": {
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@@ -3189,7 +3191,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-30T07:04:35.971502+00:00"
+      "updatedAt": "2026-10-01T05:57:25.758481+00:00"
     },
     "https://modelscope.cn/models/hf/esatapedico-Qwen3.8-27B-NVFP4-BUDGET-GGUF|2026-08-20T14:46:15+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -3220,14 +3222,6 @@
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       "updatedAt": "2026-09-30T08:07:40.854336+00:00"
     },
-    "https://modelscope.cn/models/hf/esatapedico-Qwen3.8-27B-NVFP4-BUDGET-GGUF|2026-08-20T14:46:15+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-09-30T07:04:37.078148+00:00"
-    },
     "https://modelscope.cn/models/icychick/Qwen3.5-text-0.8B-GGUF|2026-09-14T05:41:13+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -3497,7 +3491,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-30T07:04:36.184929+00:00"
+      "updatedAt": "2026-10-01T05:57:26.654341+00:00"
     },
     "https://modelscope.cn/models/incoai/GLM-5.3-Flash-DFlash2|2026-08-31T17:31:00+00:00|Ascend_910-b3": {
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@@ -3586,7 +3580,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-30T07:04:36.181535+00:00"
+      "updatedAt": "2026-10-01T05:57:26.158072+00:00"
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     "https://modelscope.cn/models/incoai/Qwen3.8-27B-DFlash2-GGUF|2026-08-29T14:19:11+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -4032,7 +4026,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-30T07:04:35.462709+00:00"
+      "updatedAt": "2026-10-01T05:57:04.654766+00:00"
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     "https://modelscope.cn/models/leanv9/models|2026-09-03T13:32:06+00:00|Kunlunxin_p-800": {
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@@ -4170,7 +4164,7 @@
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-      "updatedAt": "2026-09-30T07:04:35.760602+00:00"
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@@ -4526,7 +4520,7 @@
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@@ -4590,14 +4584,6 @@
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@@ -5045,21 +5023,6 @@
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     "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Sunrise_pt-200-x1": {
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@@ -5227,6 +5190,53 @@
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       "updatedAt": "2026-09-30T22:54:41.666295+00:00"
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+    "https://modelscope.cn/models/shisa-ai/shisa-de-1-FP8-dynamic|2026-10-01T05:45:00+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-01T05:56:52.280910+00:00"
+    },
+    "https://modelscope.cn/models/shisa-ai/shisa-de-1-FP8-dynamic|2026-10-01T05:45:00+00:00|Ascend_910-b4": {
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+      "updatedAt": "2026-10-01T05:56:52.246565+00:00"
+    },
+    "https://modelscope.cn/models/shisa-ai/shisa-de-1-FP8-dynamic|2026-10-01T05:45:00+00:00|Cambricon_mlu-370-x8": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-01T05:56:52.676456+00:00"
+    },
+    "https://modelscope.cn/models/shisa-ai/shisa-de-1-FP8-dynamic|2026-10-01T05:45:00+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-01T05:56:52.360228+00:00"
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+    "https://modelscope.cn/models/shisa-ai/shisa-de-1-FP8-dynamic|2026-10-01T05:45:00+00:00|Mthreads_s4000": {
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+      "updatedAt": "2026-10-01T05:56:52.465185+00:00"
+    },
+    "https://modelscope.cn/models/shisa-ai/shisa-de-1-FP8-dynamic|2026-10-01T05:45:00+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/shoumenchougou/RWKV7-G1j-13.3B-GGUF|2026-09-02T16:25:37+00:00|Kunlunxin_p-800": {
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@@ -5320,7 +5330,7 @@
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     "https://modelscope.cn/models/ubergarm/Qwen3.8-27B-GGUF|2026-08-23T14:34:35+00:00|Ascend_910-b3": {
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@@ -5409,7 +5419,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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     "https://modelscope.cn/models/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF|2026-09-24T18:36:33+00:00|Kunlunxin_p-800": {
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@@ -5540,7 +5550,7 @@
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-      "updatedAt": "2026-09-30T07:04:36.967069+00:00"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Cambricon_mlu-370-x4": {
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@@ -6690,6 +6700,6 @@
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-  "taskTreeUpdatedAt": "2026-10-01T05:53:28.172041+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index d672a6bcf..3c0de3cc8 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -2595,6 +2595,7 @@
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diff --git a/manifest.json b/manifest.json
index d3466a2bd..dafe0dd82 100644
--- a/manifest.json
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@@ -2,24 +2,24 @@
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 }