diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index bda333bf6e..214dc674d7 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
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@@ -434,7 +434,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 33bc6b10ad..1bf4548973 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
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@@ -56,7 +56,7 @@
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@@ -155,7 +155,7 @@
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@@ -5285,14 +5263,14 @@
         "text-generation",
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash-FP8|2026-08-26T19:06:26+00:00|Mthreads_s4000": {
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         "text-generation",
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@@ -5300,7 +5278,7 @@
         "text-to-image-generation",
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@@ -5308,19 +5286,19 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-08T08:10:45.063867+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:45.164300+00:00"
+      "updatedAt": "2026-10-08T08:16:47.695448+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:45.464902+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|MetaX_c-500": {
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@@ -5328,14 +5306,14 @@
         "text-generation",
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-      "updatedAt": "2026-10-08T08:10:45.260078+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-08T08:10:45.011706+00:00"
+      "updatedAt": "2026-10-08T08:16:47.554783+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Ascend_910-b3": {
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@@ -5343,7 +5321,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-08T08:10:32.558548+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Ascend_910-b4": {
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@@ -5351,19 +5329,19 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-08T08:10:32.255591+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:32.358526+00:00"
+      "updatedAt": "2026-10-08T08:16:36.753678+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-10-08T08:10:32.650216+00:00"
+      "updatedAt": "2026-10-08T08:16:36.951733+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|MetaX_c-500": {
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@@ -5371,26 +5349,26 @@
         "text-generation",
         "visual-multi-modal"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-08T08:10:32.179595+00:00"
+      "updatedAt": "2026-10-08T08:16:36.643797+00:00"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:51.813447+00:00"
+      "updatedAt": "2026-10-08T08:16:53.453332+00:00"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:51.886829+00:00"
+      "updatedAt": "2026-10-08T08:16:53.672248+00:00"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|MetaX_c-500": {
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@@ -5398,19 +5376,19 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-08T08:10:51.849562+00:00"
+      "updatedAt": "2026-10-08T08:16:53.568672+00:00"
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     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Biren_166m": {
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         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:52.187785+00:00"
+      "updatedAt": "2026-10-08T08:16:53.926274+00:00"
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     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Kunlunxin_p-800": {
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         "text-generation"
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-      "updatedAt": "2026-10-08T08:10:52.349412+00:00"
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     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|MetaX_c-500": {
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@@ -5418,19 +5396,19 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-08T08:10:52.264675+00:00"
+      "updatedAt": "2026-10-08T08:16:53.964660+00:00"
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     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:51.990168+00:00"
+      "updatedAt": "2026-10-08T08:16:53.828615+00:00"
     },
     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:52.058630+00:00"
+      "updatedAt": "2026-10-08T08:16:53.951863+00:00"
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     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|MetaX_c-500": {
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@@ -5438,19 +5416,19 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-08T08:10:52.022737+00:00"
+      "updatedAt": "2026-10-08T08:16:53.862079+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:51.634432+00:00"
+      "updatedAt": "2026-10-08T08:16:53.415011+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:51.759296+00:00"
+      "updatedAt": "2026-10-08T08:16:53.561603+00:00"
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     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|MetaX_c-500": {
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@@ -5458,19 +5436,19 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-08T08:10:51.680728+00:00"
+      "updatedAt": "2026-10-08T08:16:53.477053+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:51.208914+00:00"
+      "updatedAt": "2026-10-08T08:16:52.912422+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:51.354795+00:00"
+      "updatedAt": "2026-10-08T08:16:53.072156+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|MetaX_c-500": {
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@@ -5478,19 +5456,19 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-08T08:10:51.257355+00:00"
+      "updatedAt": "2026-10-08T08:16:52.965649+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:54.806064+00:00"
+      "updatedAt": "2026-10-08T08:16:55.981672+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-08T08:10:54.973903+00:00"
+      "updatedAt": "2026-10-08T08:16:56.249338+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5498,7 +5476,29 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T08:10:54.875325+00:00"
+      "updatedAt": "2026-10-08T08:16:56.158782+00:00"
+    },
+    "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-08T08:16:23.454777+00:00"
+    },
+    "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-08T08:16:23.570680+00:00"
+    },
+    "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-08T08:16:23.364865+00:00"
     }
   },
   "taskTree": [
@@ -6181,6 +6181,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-08T08:07:43.659605+00:00",
+  "taskTreeUpdatedAt": "2026-10-08T08:12:54.756458+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index e6356b1ae5..0602465b82 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "b8704fb6b018f5335c528be531c5ac4712ec02104ec4086d50f6d9b6bda4489b",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "7eed802bdf8c8fbb88cf641aae73b62600176c734c982565904be319c5e00539",
-    ".modelhub_state/official_capabilities.json": "64ba1cb04d91b074bd99ea56593e76696737c984bb71a11f1d887363d6263b1b",
+    ".modelhub_state/market_intelligence.json": "7bc956d42ce74b15bea995f5d42b6b3033d131d1a6badba06928718a7d19f8d5",
+    ".modelhub_state/official_capabilities.json": "822cd977dd39839cea244a9f14bf29a590f733dc2b58d23bc4fdce2afc3c9be6",
     ".modelhub_state/outcome_checkpoint.json": "558e909dcc293bd74f6cc8165b7a5bd41d22a94e390d862f1df66acd1bf7a3ce",
     ".modelhub_state/queue_cleanup_latest.json": "24a54db5e2d713e487bc3003e70f1f1003bc27e86ee9eb2ae2e3d08443dcb9e4",
     ".modelhub_state/recent_outcomes.jsonl": "36ca1d87e215948d4e6be9a725ba7ef549741dc4465b75d3f71fa497810ef4b8",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "01e13a22a875b8f359a8d4523804c1ee6fd9c17535253e4d59ff9c9bf8364f36"
   },
-  "generation": 22104,
+  "generation": 22105,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-08T08:12:51.758529+00:00",
+  "updatedAt": "2026-10-08T08:17:09.466227+00:00",
   "writerId": "33ed03361c5848e88b8ce6204fb4f7d2"
 }