diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index f12c464c8f..8141c29fe4 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -416,7 +416,7 @@
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-  "generatedAt": "2026-09-20T07:32:23.903028+00:00",
+  "generatedAt": "2026-09-20T07:33:34.488495+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index c2190b0a3f..611539597c 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-20T07:32:23.903028+00:00",
+  "catalogUpdatedAt": "2026-09-20T07:33:34.488495+00:00",
   "configuredTaskTypes": [
     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-09-20T07:32:23.903028+00:00",
+  "generatedAt": "2026-09-20T07:34:57.818962+00:00",
   "gpuCatalog": {
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@@ -150,7 +150,57 @@
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   "modelGpuTaskTypes": {
-    "https://modelscope.cn/models/Arain119/Sophia|2026-09-19T12:07:43+00:00|Iluvatar_bi-150": {
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T07:34:02.703208+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T07:34:02.332314+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
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+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T07:33:59.319276+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:33:59.385690+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T07:33:59.496538+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:33:59.350261+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:34:00.708458+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Iluvatar_bi-150": {
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@@ -161,7 +211,51 @@
         "vision_classification",
         "visual-multi-modal"
       ],
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+      "updatedAt": "2026-09-20T07:34:00.770552+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:34:00.740374+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T07:34:00.645639+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:33:59.432516+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:33:59.464544+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T07:34:00.801542+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T07:34:00.676653+00:00"
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     "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Iluvatar_bi-150": {
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@@ -174,53 +268,64 @@
         "vision_classification",
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       ],
-      "updatedAt": "2026-09-20T07:19:20.210737+00:00"
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     },
-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Iluvatar_bi-150": {
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Ascend_910-b3": {
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-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-NV|2026-09-16T16:05:58+00:00|Biren_166m": {
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-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|MetaX_c-500": {
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-        "feature_emb",
         "text-generation",
+        "text-to-image-generation",
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-      "updatedAt": "2026-09-20T07:29:46.863099+00:00"
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     },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Mthreads_s4000": {
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:33:58.838132+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T07:33:58.919571+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Iluvatar_bi-150": {
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+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
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+        "vision_classification",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T07:33:59.788189+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Mthreads_s4000": {
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T07:29:46.891649+00:00"
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     },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Vastai_va16": {
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|hygon_k100-ai": {
       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-09-20T07:29:47.662234+00:00"
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@@ -228,19 +333,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T07:18:50.842523+00:00"
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         "text-generation"
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-      "updatedAt": "2026-09-20T07:18:50.908217+00:00"
+      "updatedAt": "2026-09-20T07:34:09.350834+00:00"
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T07:18:51.205600+00:00"
+      "updatedAt": "2026-09-20T07:34:09.607525+00:00"
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@@ -248,7 +353,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T07:18:50.873695+00:00"
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@@ -256,19 +361,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T07:18:51.153494+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|Biren_166m": {
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T07:18:51.600574+00:00"
+      "updatedAt": "2026-09-20T07:34:10.219357+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-09-20T07:18:51.916633+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|MetaX_c-500": {
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@@ -276,7 +381,57 @@
         "text-generation",
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-      "updatedAt": "2026-09-20T07:18:51.543486+00:00"
+      "updatedAt": "2026-09-20T07:34:10.172911+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:33:56.735076+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+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": "2026-09-20T07:33:56.802824+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:33:56.771633+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T07:33:56.660880+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T07:33:56.832593+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:33:56.695559+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Ascend_910-b3": {
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@@ -284,13 +439,29 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T07:18:49.531374+00:00"
+      "updatedAt": "2026-09-20T07:34:07.864591+00:00"
+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:34:07.974036+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Biren_166m": {
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T07:18:49.690421+00:00"
+      "updatedAt": "2026-09-20T07:34:08.161547+00:00"
+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T07:34:07.915246+00:00"
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@@ -298,7 +469,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T07:18:51.056680+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Iluvatar_bi-150": {
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@@ -311,7 +482,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T07:18:51.146606+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Iluvatar_mrv-100": {
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@@ -320,13 +491,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T07:18:51.087912+00:00"
+      "updatedAt": "2026-09-20T07:34:09.719176+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Kunlunxin_p-800": {
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T07:18:51.026304+00:00"
+      "updatedAt": "2026-09-20T07:34:09.605330+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|MetaX_c-500": {
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@@ -334,20 +505,20 @@
         "text-generation",
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-      "updatedAt": "2026-09-20T07:18:49.581705+00:00"
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         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T07:18:49.641298+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Vastai_va16": {
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@@ -355,134 +526,97 @@
         "text-to-image-generation",
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@@ -5718,13 +5722,25 @@
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+      "updatedAt": "2026-09-20T07:34:37.782934+00:00"
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+    "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
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+      "updatedAt": "2026-09-20T07:33:58.089286+00:00"
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+    "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": {
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@@ -6407,6 +6423,6 @@
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-  "taskTreeUpdatedAt": "2026-09-20T07:32:23.903028+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 866df52cbd..e0ee51fc46 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index be5d656284..4446a4cdc1 100644
--- a/manifest.json
+++ b/manifest.json
@@ -3,22 +3,22 @@
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-    ".modelhub_state/official_capabilities.json": "7b2189ce27f1aa26877c16822d412d6eebff6cb1a5350ea3978ed0a1a25dcf14",
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 }