diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index ad3d6f73f..006ec8e2c 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -3299,7 +3299,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-09-29T18:24:46.766553+00:00",
+  "generatedAt": "2026-09-29T18:36:57.399841+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 39367e03d..29f0a4740 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
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-  "generatedAt": "2026-09-29T18:33:41.171600+00:00",
+  "generatedAt": "2026-09-29T18:38:52.955326+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 3bae9e6d1..ad4ab7916 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-29T18:33:41.171600+00:00",
+  "catalogUpdatedAt": "2026-09-29T18:38:52.955326+00:00",
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     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-09-29T18:33:41.171600+00:00",
+  "generatedAt": "2026-09-29T18:39:22.860116+00:00",
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@@ -170,14 +170,6 @@
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-09-28T19:21:34.977417+00:00"
-    },
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@@ -194,28 +186,12 @@
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-    "https://modelscope.cn/models/AXERA-TECH/Qwen3-1.7B-GPTQ-Int4|2026-09-23T17:58:48+00:00|Iluvatar_mrv-100": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-09-28T19:21:35.164750+00:00"
-    },
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-    "https://modelscope.cn/models/AXERA-TECH/Qwen3-1.7B-GPTQ-Int4|2026-09-23T17:58:48+00:00|Mthreads_s4000": {
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-    },
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@@ -302,7 +278,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:53.084526+00:00"
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@@ -384,7 +360,7 @@
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-      "updatedAt": "2026-09-28T19:18:51.958725+00:00"
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@@ -424,7 +400,7 @@
       "taskTypes": [
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       ],
-      "updatedAt": "2026-09-28T19:18:53.594740+00:00"
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@@ -444,7 +420,7 @@
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-      "updatedAt": "2026-09-28T19:18:53.678136+00:00"
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@@ -634,7 +604,7 @@
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@@ -716,7 +686,7 @@
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@@ -782,7 +752,7 @@
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@@ -892,7 +862,7 @@
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@@ -1050,6 +1020,53 @@
       ],
       "updatedAt": "2026-09-29T16:47:02.421777+00:00"
     },
+    "https://modelscope.cn/models/NovelAI/novelai-lm-3b-508k|2026-09-29T18:28:19+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:06.962701+00:00"
+    },
+    "https://modelscope.cn/models/NovelAI/novelai-lm-3b-508k|2026-09-29T18:28:19+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:07.163803+00:00"
+    },
+    "https://modelscope.cn/models/NovelAI/novelai-lm-3b-508k|2026-09-29T18:28:19+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:07.258773+00:00"
+    },
+    "https://modelscope.cn/models/NovelAI/novelai-lm-3b-508k|2026-09-29T18:28:19+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:07.355724+00:00"
+    },
+    "https://modelscope.cn/models/NovelAI/novelai-lm-3b-508k|2026-09-29T18:28:19+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:07.054606+00:00"
+    },
+    "https://modelscope.cn/models/NovelAI/novelai-lm-3b-508k|2026-09-29T18:28:19+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:07.459179+00:00"
+    },
     "https://modelscope.cn/models/OpenBMB/MiniCPM5-2B-DSpark-GGUF|2026-09-09T18:25:18+00:00|Ascend_910-b3": {
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@@ -1116,7 +1133,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:52.763271+00:00"
+      "updatedAt": "2026-09-29T18:39:20.674824+00:00"
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     "https://modelscope.cn/models/OpenBMB/MiniCPM5-2B-DSpark-GGUF|2026-09-09T18:25:18+00:00|Vastai_va16": {
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@@ -1198,7 +1215,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:52.965530+00:00"
+      "updatedAt": "2026-09-29T18:39:20.863768+00:00"
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     "https://modelscope.cn/models/OpenBMB/MiniCPM5-2B-DSpark|2026-09-07T18:16:04+00:00|Vastai_va16": {
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@@ -1214,6 +1231,53 @@
       ],
       "updatedAt": "2026-09-29T09:20:18.015072+00:00"
     },
+    "https://modelscope.cn/models/ProCreations/Auto-Reason-3b|2026-09-29T18:29:31+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:06.966622+00:00"
+    },
+    "https://modelscope.cn/models/ProCreations/Auto-Reason-3b|2026-09-29T18:29:31+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:07.177814+00:00"
+    },
+    "https://modelscope.cn/models/ProCreations/Auto-Reason-3b|2026-09-29T18:29:31+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:07.271322+00:00"
+    },
+    "https://modelscope.cn/models/ProCreations/Auto-Reason-3b|2026-09-29T18:29:31+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:07.362936+00:00"
+    },
+    "https://modelscope.cn/models/ProCreations/Auto-Reason-3b|2026-09-29T18:29:31+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:07.062385+00:00"
+    },
+    "https://modelscope.cn/models/ProCreations/Auto-Reason-3b|2026-09-29T18:29:31+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T18:39:07.467058+00:00"
+    },
     "https://modelscope.cn/models/SC117/Ornith-1.5-35B-A3B-Heretic-MTP-APEX-GGUF|2026-08-23T14:14:17+00:00|Kunlunxin_p-800": {
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@@ -1292,7 +1356,7 @@
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-      "updatedAt": "2026-09-28T19:18:52.473470+00:00"
+      "updatedAt": "2026-09-29T18:39:20.582449+00:00"
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     "https://modelscope.cn/models/SKYEVAL/Three_Kingdoms_LLM_Arena|2026-09-14T09:18:14+00:00|Vastai_va16": {
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@@ -1351,7 +1415,7 @@
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-      "updatedAt": "2026-09-28T19:18:54.067480+00:00"
+      "updatedAt": "2026-09-29T18:39:22.663271+00:00"
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     "https://modelscope.cn/models/SupraLabs/reasoning-summarizer-800m-pre-gguf|2026-08-22T15:22:50+00:00|Vastai_va16": {
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@@ -1431,7 +1495,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:53.294208+00:00"
+      "updatedAt": "2026-09-29T18:39:21.285585+00:00"
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     "https://modelscope.cn/models/Tdamre/Qwen3.8-27B-Unleashed-GGUF|2026-08-31T18:41:26+00:00|Vastai_va16": {
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@@ -1474,7 +1538,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:52.875228+00:00"
+      "updatedAt": "2026-09-29T18:39:20.798225+00:00"
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     "https://modelscope.cn/models/TokenRhythm/NeoHorse-1-4B-GGUF|2026-09-09T03:26:23+00:00|Vastai_va16": {
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@@ -1554,7 +1618,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:53.493467+00:00"
+      "updatedAt": "2026-09-29T18:39:21.423160+00:00"
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     "https://modelscope.cn/models/WEIQIAOQUE/gpt20b_medical_geometry|2026-08-28T16:22:43+00:00|Vastai_va16": {
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@@ -1636,7 +1700,7 @@
       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-09-28T19:18:53.604224+00:00"
+      "updatedAt": "2026-09-29T18:39:21.510577+00:00"
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     "https://modelscope.cn/models/WEIQIAOQUE/gpt20b_sports_geometry|2026-08-28T15:43:59+00:00|Vastai_va16": {
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@@ -1800,7 +1864,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-28T19:18:53.083853+00:00"
+      "updatedAt": "2026-09-29T18:39:20.983296+00:00"
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     "https://modelscope.cn/models/agentionai/Qwen3.8-27B-DFlash2-ROCmFP4-FAST-GGUF|2026-09-03T03:52:57+00:00|Vastai_va16": {
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@@ -1882,7 +1946,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-28T19:18:53.084917+00:00"
+      "updatedAt": "2026-09-29T18:39:20.984830+00:00"
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     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-MTP-ROCmFP4-FAST-GGUF|2026-09-03T03:44:11+00:00|Vastai_va16": {
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@@ -1914,7 +1978,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:53.892902+00:00"
+      "updatedAt": "2026-09-29T18:39:21.889416+00:00"
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     "https://modelscope.cn/models/aisingapore/Llama-SEA-LION-v3-8B-IT-GGUF|2026-08-26T17:12:49+00:00|Kunlunxin_p-800": {
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@@ -1994,7 +2058,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:53.679457+00:00"
+      "updatedAt": "2026-09-29T18:39:21.579506+00:00"
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     "https://modelscope.cn/models/aplux/Qwen2.5-1.5b-instruct-gguf|2026-08-27T08:11:23+00:00|Vastai_va16": {
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@@ -2053,7 +2117,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:53.291228+00:00"
+      "updatedAt": "2026-09-29T18:39:21.172054+00:00"
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     "https://modelscope.cn/models/b77968543/Spark-X2.5-4B-Q8_0|2026-09-01T15:35:36+00:00|Vastai_va16": {
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       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:52.761840+00:00"
+      "updatedAt": "2026-09-29T18:39:20.673857+00:00"
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     "https://modelscope.cn/models/chenyumo/moziAI-27B-MTP|2026-09-25T03:59:57+00:00|Ascend_910-b3": {
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@@ -2278,7 +2342,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:52.666750+00:00"
+      "updatedAt": "2026-09-29T18:39:20.670978+00:00"
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     "https://modelscope.cn/models/cix/DeepSeek-R1-Distill-Qwen-7B-GGUF|2026-09-11T07:54:02+00:00|Vastai_va16": {
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@@ -2352,7 +2416,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:52.282189+00:00"
+      "updatedAt": "2026-09-29T18:39:20.066136+00:00"
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     "https://modelscope.cn/models/dealignai/Bonsai-2-27B-1bit-CRACK-GGUF|2026-09-18T13:05:43+00:00|Vastai_va16": {
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@@ -2434,7 +2498,7 @@
       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-09-28T19:18:52.282165+00:00"
+      "updatedAt": "2026-09-29T18:39:19.961303+00:00"
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     "https://modelscope.cn/models/dealignai/Bonsai-2-27B-Ternary-CRACK-GGUF|2026-09-18T14:52:28+00:00|Vastai_va16": {
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@@ -2550,7 +2614,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:53.293664+00:00"
+      "updatedAt": "2026-09-29T18:39:21.284440+00:00"
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     "https://modelscope.cn/models/ewinregirgojr/Qwen3.8-19B-Pruned|2026-08-31T18:36:01+00:00|Ascend_910-b3": {
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@@ -2618,7 +2682,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-09-28T19:18:53.388393+00:00"
+      "updatedAt": "2026-09-29T18:39:21.292979+00:00"
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@@ -5556,7 +5568,7 @@
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@@ -5615,7 +5627,7 @@
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Vastai_va16": {
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@@ -6316,6 +6328,6 @@
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-  "taskTreeUpdatedAt": "2026-09-29T18:33:41.171600+00:00",
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diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json
index 9a80951b5..c85fe6d1a 100644
--- a/.modelhub_state/outcome_checkpoint.json
+++ b/.modelhub_state/outcome_checkpoint.json
@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-29T17:54:53.540400+00:00",
-  "lastSyncTime": "2026-09-29T17:54:53.270754+00:00",
+  "generatedAt": "2026-09-29T18:36:57.308923+00:00",
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@@ -4573,7 +4573,7 @@
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         "failureBreakdown": {
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@@ -4581,18 +4581,18 @@
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         "taskType": "text-generation",
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-        "unresolvedFailureCount": 27
+        "total": 89,
+        "unresolvedFailureCount": 28
       },
       "Iluvatar_bi-150|vllm_fix_tokenizer|text-generation": {
         "attributableFailureCount": 9,
@@ -6101,7 +6101,7 @@
         "decisionSuccessRate": 0.3115,
         "decisionTotal": 61,
         "failureBreakdown": {
-          "ambiguous_runtime": 25,
+          "ambiguous_runtime": 26,
           "backend_operator": 6,
           "framework_architecture_unsupported": 19,
           "memory_capacity": 1,
@@ -6109,15 +6109,15 @@
           "runtime_memory": 10,
           "参数/模板问题": 2
         },
-        "failureCount": 69,
-        "failureRate": 0.7841,
+        "failureCount": 70,
+        "failureRate": 0.7865,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 19,
-        "successRate": 0.2159,
-        "total": 88,
-        "unresolvedFailureCount": 27
+        "successRate": 0.2135,
+        "total": 89,
+        "unresolvedFailureCount": 28
       },
       "vllm_fix_tokenizer": {
         "attributableFailureCount": 155,
@@ -6173,7 +6173,7 @@
         "unresolvedFailureCount": 205
       }
     },
-    "generatedAt": "2026-09-29T17:54:53.527997+00:00",
+    "generatedAt": "2026-09-29T18:36:57.295194+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 105,
@@ -6342,7 +6342,7 @@
         "decisionSuccessRate": 0.165,
         "decisionTotal": 909,
         "failureBreakdown": {
-          "ambiguous_runtime": 652,
+          "ambiguous_runtime": 653,
           "architecture_compatibility": 15,
           "backend_operator": 12,
           "context_length": 29,
@@ -6357,15 +6357,15 @@
           "日志缺失": 155,
           "验证失败": 30
         },
-        "failureCount": 1937,
-        "failureRate": 0.9281,
+        "failureCount": 1938,
+        "failureRate": 0.9282,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 21,
         "successCount": 150,
-        "successRate": 0.0719,
-        "total": 2087,
-        "unresolvedFailureCount": 1157
+        "successRate": 0.0718,
+        "total": 2088,
+        "unresolvedFailureCount": 1158
       },
       "Iluvatar_mrv-100": {
         "attributableFailureCount": 971,
@@ -15383,10 +15383,10 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 1,
         "failureBreakdown": {
-          "ambiguous_runtime": 4,
+          "ambiguous_runtime": 5,
           "runtime_memory": 1
         },
-        "failureCount": 5,
+        "failureCount": 6,
         "failureRate": 1.0,
         "framework": "vllm_0_17_0_corex_4_4_0",
         "modelType": "qwen3_5_moe",
@@ -15398,8 +15398,8 @@
         "successRate": 0.0,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 5,
-        "unresolvedFailureCount": 4
+        "total": 6,
+        "unresolvedFailureCount": 5
       },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|qwen3_5_text|none": {
         "attributableFailureCount": 2,
@@ -40661,10 +40661,10 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 1,
         "failureBreakdown": {
-          "ambiguous_runtime": 2,
+          "ambiguous_runtime": 3,
           "runtime_memory": 1
         },
-        "failureCount": 3,
+        "failureCount": 4,
         "failureRate": 1.0,
         "framework": "vllm_0_17_0_corex_4_4_0",
         "loadSizeLog2Bucket": 34,
@@ -40677,8 +40677,8 @@
         "successRate": 0.0,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 3,
-        "unresolvedFailureCount": 2
+        "total": 4,
+        "unresolvedFailureCount": 3
       },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|qwen3_5_text|none|32": {
         "attributableFailureCount": 1,
@@ -52961,15 +52961,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 17126,
-    "totalRecords": 17347,
+    "terminalRecords": 17127,
+    "totalRecords": 17348,
     "totals": {
       "attributableFailureCount": 6138,
       "decisionFailureRate": 0.8633,
       "decisionSuccessRate": 0.1367,
       "decisionTotal": 7110,
       "failureBreakdown": {
-        "ambiguous_runtime": 4451,
+        "ambiguous_runtime": 4452,
         "architecture_compatibility": 212,
         "attention_backend": 3,
         "backend_operator": 128,
@@ -52985,15 +52985,15 @@
         "日志缺失": 719,
         "验证失败": 676
       },
-      "failureCount": 16154,
+      "failureCount": 16155,
       "failureRate": 0.9432,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 942,
       "successCount": 972,
       "successRate": 0.0568,
-      "total": 17126,
-      "unresolvedFailureCount": 9074
+      "total": 17127,
+      "unresolvedFailureCount": 9075
     },
     "warnings": [
       "GPU Ascend_910-b3 本地统计失败率偏高（≥50%），建议重点关注。",
@@ -53022,7 +53022,6 @@
       "组合 Kunlunxin_p-800|vllm_tokenizer_patch|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Ascend_910-b4|llamacpp|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Iluvatar_mrv-100|unknown|visual-multi-modal 近期失败集中，建议降低该 GPU+框架的提交优先级。",
-      "组合 Kunlunxin_p-800|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 MetaX_c-500|vllm|visual-multi-modal 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Ascend_910-b4|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Cambricon_mlu-370-x4|vllm-customized|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -53048,10 +53047,11 @@
       "组合 hygon_k100-ai|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Cambricon_mlu-370-x4|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Ascend_910-b3|vllm_tokenizer_patch|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
-      "组合 Vastai_va16|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。"
+      "组合 Vastai_va16|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
+      "组合 Kunlunxin_p-800|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。"
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 17347,
+  "summarizedRecords": 17348,
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index c9a10a044..2f2f8b9bf 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -2573,6 +2573,8 @@
 {"batchId": "af702292a17240468562311292c55106", "completedAt": "2026-09-29T11:50:56.209394+00:00", "configFingerprint": "48e1c6e7a33871d6d3101f837eae3cb6ea059723ae10471e3868971f0c6c8603", "configSource": "modelhub_live", "createdAt": "2026-09-29T11:50:53.929786+00:00", "framework": "llamacpp", "intentId": "09c7701eabf64cc18e1fe7816198f274", "lastModified": "2026-09-23T16:46:11+00:00", "modelAddress": "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF", "reason": null, "reconciledAt": "2026-09-29T18:26:45.207412+00:00", "repoId": "IFM/K2-Horizon-7B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5169654", "taskType": "text-generation"}
 {"batchId": "5ef0981b27f74ac98a6e9fc9a1d8398e", "completedAt": "2026-09-29T16:33:40.404512+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-09-29T16:28:31.080712+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6fa89facec014ad58e9af265c5a36f7d", "lastModified": "2026-09-29T16:15:17+00:00", "modelAddress": "https://modelscope.cn/models/theGAI/MiniCPM5-1B-FullSFT-swift-mixture", "reason": null, "reconciledAt": "2026-09-29T18:26:45.207409+00:00", "repoId": "theGAI/MiniCPM5-1B-FullSFT-swift-mixture", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5173419", "taskType": "text-generation"}
 {"batchId": "3256cc4333b04bdd8a06574e8f31c6f9", "completedAt": "2026-09-29T16:49:54.414112+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-09-29T16:49:52.288950+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e3a401e2d41942698889afc64ccd64c5", "lastModified": "2026-09-29T16:32:04+00:00", "modelAddress": "https://modelscope.cn/models/theGAI/MiniCPM5-1B-FullSFT-swift-mixture", "reason": null, "reconciledAt": "2026-09-29T18:26:45.207897+00:00", "repoId": "theGAI/MiniCPM5-1B-FullSFT-swift-mixture", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5173704", "taskType": "text-generation"}
+{"batchId": "08aa9babf5c142b8bce74d41b5c62b67", "configFingerprint": "5f9f3c1607c4d592480a2bc6bf4bd3811708695139f6772f4b18a577c41a71ec", "configSource": "modelhub_live", "createdAt": "2026-09-29T18:39:22.999032+00:00", "framework": "vllm_tokenizer_patch", "intentId": "44241a2f327d4827a17e4495ec3b0d4a", "lastModified": "2026-09-29T18:28:19+00:00", "modelAddress": "https://modelscope.cn/models/NovelAI/novelai-lm-3b-508k", "repoId": "NovelAI/novelai-lm-3b-508k", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "08aa9babf5c142b8bce74d41b5c62b67", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-09-29T18:39:22.999149+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bfe596e865524e11b94ecb98ca48db67", "lastModified": "2026-09-29T18:29:31+00:00", "modelAddress": "https://modelscope.cn/models/ProCreations/Auto-Reason-3b", "repoId": "ProCreations/Auto-Reason-3b", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
 {"batchId": "6ad67bedd5104b958247ed686fa4a8d7", "completedAt": "2026-09-29T14:16:48.925444+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-09-29T14:16:45.683768+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ba30792e89b44ef5804d5f3613d7df71", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6ad67bedd5104b958247ed686fa4a8d7", "completedAt": "2026-09-29T14:16:48.925408+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-09-29T14:16:45.683638+00:00", "framework": "vllm_tokenizer_patch", "intentId": "69aec4d25f21464c860135eb90d77735", "repoId": "nv-community/NVIDIA-Nemotron-3-Nano-30B-A3B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "af702292a17240468562311292c55106", "completedAt": "2026-09-29T11:50:56.209408+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-09-29T11:50:53.929909+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c488d875b85a4d699fe135674c2b940b", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 64146aba7..2858a1fa5 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.22.1",
   "checksums": {
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "ac286142cb534a8b33c979fbb39e35c05df02b5ebe2fc80f4e7a183fd98fdd26",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "9437efb710f4ccb878aff20d69aec022dbbdea471b6f5b83c3c324c9a30df408",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "f703ae0c0db3d6429d18e23322c50add5e470db7c1d2f38b2b233a8213e31890",
-    ".modelhub_state/official_capabilities.json": "a1d813fa5b7c4694ab9554e4e99a663adf8ceae96e59bb20ae73a4b2f1335494",
-    ".modelhub_state/outcome_checkpoint.json": "be57f950dcc2756929eec1446ef9f80930d465a811c3f9f7ba40dcda9cd7f4b4",
+    ".modelhub_state/market_intelligence.json": "eb7c661c57c957487bf83d9aff83e613282b5f00d0caccd0a352daf4044229c0",
+    ".modelhub_state/official_capabilities.json": "01b7b32e531a17ac5c130cd36389b7a417a246c0a9aef9528449ebde266cc9ce",
+    ".modelhub_state/outcome_checkpoint.json": "395add86df9ff9192d6bbb3ed18725e58bec3384db7d77fb92f4c7318bc36703",
     ".modelhub_state/queue_cleanup_latest.json": "1b9a1363360f46e3333fceac79ff2c309befd678fffc2b42aff773c5823cf35e",
     ".modelhub_state/recent_outcomes.jsonl": "ea81f07d56492dc8073d6b8c3d83451fd1eb74f474036ebf59f262ff9711b54a",
     ".modelhub_state/recovery_active_tasks.jsonl": "691f9a0e7b0f96e9a135f991e7b71f838adc016f1f4648de6e56f9644ff45af9",
-    ".modelhub_state/recovery_intents.jsonl": "4e51c61e5b0c46e3c99d4653ce4e508029cfa39e1ddc1a2dd50765e5195cf397",
+    ".modelhub_state/recovery_intents.jsonl": "fddb4ff01f9a89fbefe2613bbdf43c2a1ecc4a4bfd6cfaa6ca6408b754cdf47e",
     ".modelhub_state/routing_intelligence.json": "895431dc6ea0fddce4c8a244da61cbaa7bdfb36cfdbd17e79f8e50e130dca87a",
     ".modelhub_state/submission_exclusions.jsonl": "1e62f6ba5bd2ba5f2f360bc134b44f7b69190230dd0e274919a87a73ea66761c",
     ".modelhub_state/worker_crashes.jsonl": "05bcde79076023fd20785b8270312f776430b95a2d4322ee53ef24e354c39f06",
     "ledger/submissions.jsonl": "4e38a4e04b45021e3a767a110b76ae47d9635675eea4622c2e146306e2feb9a1",
-    "outcomes/submissions.jsonl": "3f794eddc38cdb71f8564a1232e8d2c402db9f8a51c0e863da47791a71d6811a"
+    "outcomes/submissions.jsonl": "1416fd34d21431b151b80fb0fa60d3d709fdb4bcba072ae16ea8102968f7ebfb"
   },
-  "generation": 18488,
-  "phase": "cycle",
+  "generation": 18489,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-29T18:35:55.712220+00:00",
+  "updatedAt": "2026-09-29T18:39:23.129931+00:00",
   "writerId": "9d958b95ce4146c9939da0f14b9201ff"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 9f1c6555e..4111a22b0 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -134,7 +134,6 @@
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