diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c5bd39702..5930d6689 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-20T18:51:36.359381+00:00",
+  "communityAttemptedAt": "2026-09-20T19:07:40.748006+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-20T18:51:36.359381+00:00",
+  "communityUpdatedAt": "2026-09-20T19:07:40.748006+00:00",
   "frameworkAttemptedAt": "2026-09-20T17:22:53.568270+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -425,7 +425,7 @@
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-  "generatedAt": "2026-09-20T19:06:33.357401+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index f311d4c5a..c335fc3b8 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-20T19:06:33.357401+00:00",
+  "catalogUpdatedAt": "2026-09-20T19:07:40.748006+00:00",
   "configuredTaskTypes": [
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-09-20T19:06:33.357401+00:00",
+  "generatedAt": "2026-09-20T19:09:04.863589+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
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@@ -150,26 +150,118 @@
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   "modelGpuTaskTypes": {
-    "https://modelscope.cn/models/Arain119/Sophia|2026-09-20T15:32:35+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T19:08:15.993619+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": "2026-09-20T19:08:15.900847+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
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-      "updatedAt": "2026-09-20T19:04:02.739960+00:00"
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     },
-    "https://modelscope.cn/models/Arain119/Sophia|2026-09-20T15:32:35+00:00|Biren_166m": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T19:08:03.469747+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
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-      "updatedAt": "2026-09-20T19:04:03.746651+00:00"
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-    "https://modelscope.cn/models/Arain119/Sophia|2026-09-20T15:32:35+00:00|Mthreads_s4000": {
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+      "updatedAt": "2026-09-20T19:08:03.531735+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"
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+      "updatedAt": "2026-09-20T19:08:04.859343+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
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+        "text-to-image-generation",
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+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T19:08:04.919033+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": "2026-09-20T19:08:03.439941+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": "2026-09-20T19:08:04.754312+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T19:08:04.891733+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": {
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+      "updatedAt": "2026-09-20T19:08:03.501265+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T19:08:04.792271+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T19:08:04.945627+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T19:08:03.591815+00:00"
     },
     "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Cambricon_mlu-370-x8": {
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@@ -177,7 +269,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T18:54:24.723463+00:00"
+      "updatedAt": "2026-09-20T19:08:47.411706+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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@@ -190,59 +282,63 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T18:54:24.761779+00:00"
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T18:54:23.781851+00:00"
+      "updatedAt": "2026-09-20T19:08:46.392878+00:00"
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T18:54:24.675756+00:00"
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-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Ascend_910-b3": {
+    "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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-        "feature_emb",
         "text-generation",
+        "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T19:04:09.282159+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": "2026-09-20T19:08:02.919380+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Biren_166m": {
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+      "updatedAt": "2026-09-20T19:08:03.848112+00:00"
+    },
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+      ],
+      "updatedAt": "2026-09-20T19:08:03.817041+00:00"
+    },
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         "text-generation",
         "visual-multi-modal"
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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": "2026-09-20T19:04:09.313382+00:00"
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@@ -250,19 +346,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T18:53:50.829402+00:00"
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       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-20T18:53:51.173344+00:00"
+      "updatedAt": "2026-09-20T19:08:23.267570+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-20T18:53:51.134187+00:00"
+      "updatedAt": "2026-09-20T19:08:23.199959+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|MetaX_c-500": {
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@@ -270,13 +366,13 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T18:53:51.230983+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-20T18:53:51.099756+00:00"
+      "updatedAt": "2026-09-20T19:08:23.233118+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|hygon_k100-ai": {
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@@ -284,19 +380,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T18:53:50.870228+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": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-20T18:54:08.307360+00:00"
+      "updatedAt": "2026-09-20T19:08:34.884510+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": {
       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-09-20T18:54:08.266405+00:00"
+      "updatedAt": "2026-09-20T19:08:34.784280+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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@@ -304,19 +400,43 @@
         "text-generation",
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-      "updatedAt": "2026-09-20T18:54:08.337757+00:00"
+      "updatedAt": "2026-09-20T19:08:34.921970+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-20T18:54:08.230334+00:00"
+      "updatedAt": "2026-09-20T19:08:34.827075+00:00"
+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T19:08:21.929452+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": "2026-09-20T19:08:21.741365+00:00"
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       ],
-      "updatedAt": "2026-09-20T18:53:51.040483+00:00"
+      "updatedAt": "2026-09-20T19:08:23.160080+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": "2026-09-20T19:08:21.870017+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Cambricon_mlu-370-x8": {
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@@ -324,7 +444,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T18:53:51.070262+00:00"
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@@ -337,13 +457,22 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T18:53:51.141960+00:00"
+      "updatedAt": "2026-09-20T19:08:23.255572+00:00"
+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T19:08:21.705782+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"
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-      "updatedAt": "2026-09-20T18:53:51.006866+00:00"
+      "updatedAt": "2026-09-20T19:08:23.100839+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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@@ -351,146 +480,124 @@
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-      "updatedAt": "2026-09-20T18:53:51.102370+00:00"
+      "updatedAt": "2026-09-20T19:08:23.221490+00:00"
+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Mthreads_s4000": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T19:08:21.800725+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Sunrise_pt-200-x1": {
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-      "updatedAt": "2026-09-20T18:53:50.970923+00:00"
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-      "updatedAt": "2026-09-20T18:54:22.039238+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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@@ -6286,6 +6330,6 @@
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-  "taskTreeUpdatedAt": "2026-09-20T19:06:33.357401+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 0807877a5..3f2093617 100644
--- a/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index d392ddb6d..2ffb950a0 100644
--- a/manifest.json
+++ b/manifest.json
@@ -3,22 +3,22 @@
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 }