diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 4b923b3ae6..265ab5f556 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -414,7 +414,7 @@
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-  "generatedAt": "2026-10-13T11:08:23.274856+00:00",
+  "generatedAt": "2026-10-13T11:13:31.670914+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index c43470a198..c30c09cff1 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T11:08:23.274856+00:00",
+  "catalogUpdatedAt": "2026-10-13T11:13:31.670914+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-13T11:11:23.453475+00:00",
+  "generatedAt": "2026-10-13T11:16:44.355962+00:00",
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-10-13T11:10:53.163968+00:00"
+      "updatedAt": "2026-10-13T11:16:14.348599+00:00"
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@@ -164,13 +164,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T11:10:54.661779+00:00"
+      "updatedAt": "2026-10-13T11:16:16.152780+00:00"
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-      "updatedAt": "2026-10-13T11:10:55.002522+00:00"
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         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T11:10:54.956112+00:00"
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         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T11:10:54.857514+00:00"
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@@ -194,7 +194,7 @@
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-      "updatedAt": "2026-10-13T11:10:54.552078+00:00"
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         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T11:10:54.753748+00:00"
+      "updatedAt": "2026-10-13T11:16:16.251573+00:00"
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@@ -210,13 +210,13 @@
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-      "updatedAt": "2026-10-13T11:10:53.971138+00:00"
+      "updatedAt": "2026-10-13T11:16:14.955113+00:00"
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-      "updatedAt": "2026-10-13T11:10:54.368151+00:00"
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@@ -224,7 +224,7 @@
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-      "updatedAt": "2026-10-13T11:10:54.257089+00:00"
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+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-533B-EXL3-3.0bpw|2026-09-08T12:48:53+00:00|Biren_166m": {
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+      ],
+      "updatedAt": "2026-10-13T11:15:55.450851+00:00"
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-      "updatedAt": "2026-10-13T11:10:37.868814+00:00"
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-      "updatedAt": "2026-10-13T11:10:39.986915+00:00"
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-      "updatedAt": "2026-10-13T11:10:39.850144+00:00"
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-      "updatedAt": "2026-10-13T11:10:39.753669+00:00"
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-      "updatedAt": "2026-10-13T11:10:40.431850+00:00"
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-      "updatedAt": "2026-10-13T11:10:40.403094+00:00"
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+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-REAP-massmax192-EXL3-3.0bpw|2026-09-08T13:24:02+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-13T11:15:55.572730+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-REAP-massmax192-EXL3-3.0bpw|2026-09-08T13:24:02+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-13T11:15:55.464722+00:00"
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     "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Biren_166m": {
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     "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|MetaX_c-500": {
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
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-      "updatedAt": "2026-10-13T11:10:46.249547+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-13T11:10:46.566911+00:00"
+      "updatedAt": "2026-10-13T11:16:06.751515+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-13T11:10:46.499646+00:00"
+      "updatedAt": "2026-10-13T11:16:06.667724+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-10-13T11:10:46.461343+00:00"
+      "updatedAt": "2026-10-13T11:16:06.561722+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|MetaX_c-500": {
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@@ -422,7 +434,7 @@
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-13T11:16:22.962951+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-13T11:11:02.153477+00:00"
+      "updatedAt": "2026-10-13T11:16:23.358783+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-13T11:11:02.094843+00:00"
+      "updatedAt": "2026-10-13T11:16:23.252472+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Cambricon_mlu-370-x8": {
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@@ -460,7 +472,7 @@
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-      "updatedAt": "2026-10-13T11:11:02.066075+00:00"
+      "updatedAt": "2026-10-13T11:16:23.165868+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|MetaX_c-500": {
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@@ -468,7 +480,7 @@
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|hygon_k100-ai": {
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@@ -476,7 +488,7 @@
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-      "updatedAt": "2026-10-13T11:11:01.964152+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Ascend_910-b3": {
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@@ -484,13 +496,13 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Biren_166m": {
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x4": {
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@@ -5728,7 +5726,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:11:22.477756+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5736,7 +5734,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:11:22.370704+00:00"
+      "updatedAt": "2026-10-13T11:16:42.894963+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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@@ -5744,7 +5742,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:11:22.247654+00:00"
+      "updatedAt": "2026-10-13T11:16:42.864875+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|Ascend_910-b3": {
       "taskTypes": [
@@ -5752,13 +5750,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:10:44.253187+00:00"
+      "updatedAt": "2026-10-13T11:16:03.188078+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T11:10:44.571787+00:00"
+      "updatedAt": "2026-10-13T11:16:03.563052+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -5766,7 +5764,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:10:44.472254+00:00"
+      "updatedAt": "2026-10-13T11:16:03.456341+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5774,7 +5772,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:10:44.385170+00:00"
+      "updatedAt": "2026-10-13T11:16:03.356898+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5782,7 +5780,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:10:44.210341+00:00"
+      "updatedAt": "2026-10-13T11:16:03.157850+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5790,7 +5788,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:10:44.284129+00:00"
+      "updatedAt": "2026-10-13T11:16:03.248701+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5798,13 +5796,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:10:46.660940+00:00"
+      "updatedAt": "2026-10-13T11:16:06.554969+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T11:10:47.068065+00:00"
+      "updatedAt": "2026-10-13T11:16:06.857909+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -5812,7 +5810,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:10:46.956019+00:00"
+      "updatedAt": "2026-10-13T11:16:06.794260+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5820,7 +5818,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:10:46.863393+00:00"
+      "updatedAt": "2026-10-13T11:16:06.768020+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5828,7 +5826,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:10:46.451856+00:00"
+      "updatedAt": "2026-10-13T11:16:06.444478+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5836,7 +5834,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T11:10:46.770694+00:00"
+      "updatedAt": "2026-10-13T11:16:06.654013+00:00"
     }
   },
   "taskTree": [
@@ -6519,6 +6517,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-13T11:08:23.274856+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T11:13:31.670914+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 55136a2254..424be2d4e8 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "6e6b93cdcef07b2b192f9d01ea8bc9f1f5e88ce2200fd0483ba064c4c33ade17",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "c2425759d1b74409386ad39858ec02432cb09be307b8ba28dc5019a0d001f7cd",
-    ".modelhub_state/official_capabilities.json": "36bfe7e1fad7df5681a316bd3d7ac64d3dd86dfd10afb6d2b574b301e991eee2",
+    ".modelhub_state/market_intelligence.json": "c193208498d862a6e3499d7d5af9b66377cd7621c04fcb4292da049dfe15fa6d",
+    ".modelhub_state/official_capabilities.json": "402a340c4c748087c2537b9a6316a1ad30900b71745877143d60c1fd42703637",
     ".modelhub_state/outcome_checkpoint.json": "2fe8772a55fb9358eb817a6136e02bf22a77b55c29f9edafe6a45254051f30e5",
     ".modelhub_state/queue_cleanup_latest.json": "bc7e56c9d1a333f4bf796226c2496765a92f9d4ceb25f0ccd845d6f32075d0de",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "933fcf7b7fa8ad4a5fbea3af5f3a4a5976735a0d010863212338e735e8ae9f65",
     "outcomes/submissions.jsonl": "abfbd4751d35aca702061894f2b9ad177c5f021cddbe7882061ebe8c4abb9a0f"
   },
-  "generation": 24270,
+  "generation": 24271,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T11:11:28.102939+00:00",
+  "updatedAt": "2026-10-13T11:16:44.864931+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }