diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 86e6dcd4bd..f049a3c4dc 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -2834,7 +2834,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-06T08:12:27.861513+00:00",
+  "generatedAt": "2026-10-06T08:19:59.473142+00:00",
   "summary": {
     "activeBlockCount": 143,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 6a45c1d71f..755eb9e78c 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-06T08:18:43.752548+00:00",
+  "generatedAt": "2026-10-06T08:21:52.674416+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 8c5389f785..4bfdb48926 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-06T08:18:43.752548+00:00",
+  "catalogUpdatedAt": "2026-10-06T08:21:52.674416+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-06T08:18:55.252943+00:00",
+  "generatedAt": "2026-10-06T08:22:09.563125+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -204,7 +204,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.478527+00:00"
+      "updatedAt": "2026-10-06T08:22:07.816136+00:00"
     },
     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -274,7 +274,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.273355+00:00"
+      "updatedAt": "2026-10-06T08:22:08.467846+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-09-23T18:59:55+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -344,7 +344,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.385753+00:00"
+      "updatedAt": "2026-10-06T08:22:07.766111+00:00"
     },
     "https://modelscope.cn/models/FINAL-Bench/POCKET-KR-GGUF|2026-09-25T12:54:58+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -398,7 +398,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.270653+00:00"
+      "updatedAt": "2026-10-06T08:22:07.669899+00:00"
     },
     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Biren_166m": {
       "taskTypes": [
@@ -550,7 +550,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.570423+00:00"
+      "updatedAt": "2026-10-06T08:22:06.855169+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d28-336b|2026-10-03T06:20:05+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -620,7 +620,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.476327+00:00"
+      "updatedAt": "2026-10-06T08:22:06.674876+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-336b|2026-10-03T06:05:12+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -690,7 +690,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.878163+00:00"
+      "updatedAt": "2026-10-06T08:22:07.184023+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-500b|2026-10-03T06:06:18+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -760,7 +760,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.877015+00:00"
+      "updatedAt": "2026-10-06T08:22:07.183878+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-middle-336b|2026-10-03T06:14:10+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -830,7 +830,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.678015+00:00"
+      "updatedAt": "2026-10-06T08:22:06.980738+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-middle-prelude-injection-336b|2026-10-03T06:19:08+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -900,7 +900,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.568704+00:00"
+      "updatedAt": "2026-10-06T08:22:06.854784+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-ouro-raw-injection-336b|2026-10-03T06:06:47+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -970,7 +970,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.875859+00:00"
+      "updatedAt": "2026-10-06T08:22:07.183803+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-shared-hl-336b|2026-10-03T06:09:56+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1040,7 +1040,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.780842+00:00"
+      "updatedAt": "2026-10-06T08:22:07.088900+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-336b|2026-10-03T06:24:06+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1104,6 +1104,14 @@
       ],
       "updatedAt": "2026-10-06T08:01:28.555057+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-336b|2026-10-03T06:24:06+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T08:22:06.554271+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-x2-336b|2026-10-03T06:11:02+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -1172,7 +1180,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.680161+00:00"
+      "updatedAt": "2026-10-06T08:22:06.980776+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-moe-middle-input-injection-500b|2026-10-03T06:09:47+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1242,7 +1250,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.782173+00:00"
+      "updatedAt": "2026-10-06T08:22:07.088918+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-d4-m|2026-10-03T06:19:38+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1312,7 +1320,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.477457+00:00"
+      "updatedAt": "2026-10-06T08:22:06.786182+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-pln5|2026-10-03T05:59:30+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1382,7 +1390,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.976947+00:00"
+      "updatedAt": "2026-10-06T08:22:07.323182+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-03T06:21:24+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1446,6 +1454,14 @@
       ],
       "updatedAt": "2026-10-06T08:04:06.458043+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-03T06:21:24+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T08:22:06.673382+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-pln5|2026-10-03T06:21:14+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -1508,6 +1524,14 @@
       ],
       "updatedAt": "2026-10-06T08:05:42.558766+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-pln5|2026-10-03T06:21:14+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T08:22:06.674721+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-r5|2026-10-03T06:07:51+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -1576,7 +1600,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.783418+00:00"
+      "updatedAt": "2026-10-06T08:22:07.088935+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-03T06:12:17+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1646,7 +1670,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.679094+00:00"
+      "updatedAt": "2026-10-06T08:22:06.980758+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0|2026-10-03T06:17:08+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1716,7 +1740,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.676899+00:00"
+      "updatedAt": "2026-10-06T08:22:06.980716+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-orthoinj|2026-10-03T06:24:11+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1780,6 +1804,14 @@
       ],
       "updatedAt": "2026-10-06T07:57:19.658616+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-orthoinj|2026-10-03T06:24:11+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T08:22:06.552261+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-parcae|2026-10-03T06:19:19+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -1848,7 +1880,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.567171+00:00"
+      "updatedAt": "2026-10-06T08:22:06.854462+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-fixed-pln5|2026-10-03T06:18:31+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1918,7 +1950,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.571911+00:00"
+      "updatedAt": "2026-10-06T08:22:06.855418+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-fixed-r5|2026-10-03T06:03:02+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -1988,7 +2020,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.975830+00:00"
+      "updatedAt": "2026-10-06T08:22:07.323162+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-huginn-linear|2026-10-03T05:59:25+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2058,7 +2090,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.978068+00:00"
+      "updatedAt": "2026-10-06T08:22:07.323207+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-learned-entropy0p01|2026-10-03T06:22:21+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2122,6 +2154,14 @@
       ],
       "updatedAt": "2026-10-06T08:01:28.556780+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-learned-entropy0p01|2026-10-03T06:22:21+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T08:22:06.555929+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-learned-entropy0|2026-10-03T06:05:11+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -2190,7 +2230,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.879318+00:00"
+      "updatedAt": "2026-10-06T08:22:07.184049+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-orthoinj|2026-10-03T06:20:26+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2260,7 +2300,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.475145+00:00"
+      "updatedAt": "2026-10-06T08:22:06.674757+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-s-parcae|2026-10-03T06:06:52+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2330,7 +2370,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:52.784523+00:00"
+      "updatedAt": "2026-10-06T08:22:07.088953+00:00"
     },
     "https://modelscope.cn/models/ISTA-DASLab/Qwen3.8-27B-NVFP4-prefiller|2026-09-29T15:02:42+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2360,7 +2400,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.076234+00:00"
+      "updatedAt": "2026-10-06T08:22:07.475716+00:00"
     },
     "https://modelscope.cn/models/ISTA-DASLab/Qwen3.8-27B-disaggregated-NVFP4-prefill|2026-09-29T15:22:19+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2390,7 +2430,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.074750+00:00"
+      "updatedAt": "2026-10-06T08:22:07.475517+00:00"
     },
     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2460,7 +2500,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.967251+00:00"
+      "updatedAt": "2026-10-06T08:22:09.153387+00:00"
     },
     "https://modelscope.cn/models/Inferact/Kimi-K3-DSpark-Block5|2026-08-26T05:30:04+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2530,7 +2570,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:55.154395+00:00"
+      "updatedAt": "2026-10-06T08:22:09.463931+00:00"
     },
     "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2584,7 +2624,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.659198+00:00"
+      "updatedAt": "2026-10-06T08:22:07.956850+00:00"
     },
     "https://modelscope.cn/models/LiquidAI/LFM2.5-230M-GGUF|2026-09-23T12:19:36+00:00|Biren_166m": {
       "taskTypes": [
@@ -2685,7 +2725,30 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:55.262262+00:00"
+      "updatedAt": "2026-10-06T08:22:09.563125+00:00"
+    },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-05T22:42:55+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-06T08:22:05.460292+00:00"
+    },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-05T22:42:55+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T08:22:05.363065+00:00"
+    },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-05T22:42:55+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T08:22:05.254328+00:00"
     },
     "https://modelscope.cn/models/OpenBMB/MiniCPM5-2B-DSpark-GGUF|2026-09-09T18:25:18+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2755,7 +2818,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.064986+00:00"
+      "updatedAt": "2026-10-06T08:22:08.278728+00:00"
     },
     "https://modelscope.cn/models/OpenBMB/MiniCPM5-2B-DSpark|2026-09-07T18:16:04+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2825,7 +2888,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.176095+00:00"
+      "updatedAt": "2026-10-06T08:22:08.380476+00:00"
     },
     "https://modelscope.cn/models/ProCreations/bonsai-2-27b-gsq-rco-gguf|2026-09-20T05:30:27+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2895,7 +2958,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.662292+00:00"
+      "updatedAt": "2026-10-06T08:22:07.957068+00:00"
     },
     "https://modelscope.cn/models/SKYEVAL/Three_Kingdoms_LLM_Arena|2026-09-14T09:18:14+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -2965,7 +3028,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.976346+00:00"
+      "updatedAt": "2026-10-06T08:22:08.165500+00:00"
     },
     "https://modelscope.cn/models/SupraLabs/reasoning-summarizer-800m-pre-gguf|2026-10-01T15:24:22+00:00|Biren_166m": {
       "taskTypes": [
@@ -3022,12 +3085,6 @@
       ],
       "updatedAt": "2026-10-06T07:29:06.775873+00:00"
     },
-    "https://modelscope.cn/models/Tdamre/Qwen3.8-27B-Unleashed-GGUF|2026-08-31T18:41:26+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-06T07:26:46.677274+00:00"
-    },
     "https://modelscope.cn/models/Tdamre/Qwen3.8-27B-Unleashed-GGUF|2026-08-31T18:41:26+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -3074,7 +3131,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.560039+00:00"
+      "updatedAt": "2026-10-06T08:22:08.772985+00:00"
     },
     "https://modelscope.cn/models/TokenRhythm/NeoHorse-1-4B-GGUF|2026-09-09T03:26:23+00:00|Biren_166m": {
       "taskTypes": [
@@ -3167,7 +3224,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.986321+00:00"
+      "updatedAt": "2026-10-06T08:22:09.153724+00:00"
     },
     "https://modelscope.cn/models/WEIQIAOQUE/gpt20b_sports_geometry|2026-08-28T15:43:59+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -3237,7 +3294,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.996943+00:00"
+      "updatedAt": "2026-10-06T08:22:09.154065+00:00"
     },
     "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B-GGUF|2026-09-21T03:33:10+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -3307,7 +3364,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.657397+00:00"
+      "updatedAt": "2026-10-06T08:22:07.955426+00:00"
     },
     "https://modelscope.cn/models/agentionai/Qwen3.8-27B-DFlash2-ROCmFP4-FAST-GGUF|2026-09-03T03:52:57+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -3377,7 +3434,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.272361+00:00"
+      "updatedAt": "2026-10-06T08:22:08.468164+00:00"
     },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-MTP-ROCmFP4-FAST-GGUF|2026-09-03T03:44:11+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -3447,7 +3504,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.273707+00:00"
+      "updatedAt": "2026-10-06T08:22:08.468429+00:00"
     },
     "https://modelscope.cn/models/aisingapore/Apertus-SEA-LION-v4-8B-IT-GGUF|2026-08-25T12:47:35+00:00|Biren_166m": {
       "taskTypes": [
@@ -3529,13 +3586,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:55.080767+00:00"
-    },
-    "https://modelscope.cn/models/b77968543/Spark-X2.5-4B-Q8_0|2026-09-01T15:35:36+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-06T07:26:46.562190+00:00"
+      "updatedAt": "2026-10-06T08:22:09.295039+00:00"
     },
     "https://modelscope.cn/models/b77968543/Spark-X2.5-4B-Q8_0|2026-09-01T15:35:36+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -3652,7 +3703,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.271192+00:00"
+      "updatedAt": "2026-10-06T08:22:07.670158+00:00"
     },
     "https://modelscope.cn/models/chenyumo/moziAI-35B-A3B-MOE-MTP|2026-09-25T03:56:17+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -3722,7 +3773,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.271735+00:00"
+      "updatedAt": "2026-10-06T08:22:07.670425+00:00"
     },
     "https://modelscope.cn/models/cix/DeepSeek-R1-Distill-Qwen-7B-GGUF|2026-09-11T07:54:02+00:00|Biren_166m": {
       "taskTypes": [
@@ -3815,7 +3866,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.779706+00:00"
+      "updatedAt": "2026-10-06T08:22:08.076299+00:00"
     },
     "https://modelscope.cn/models/dealignai/Bonsai-2-27B-Ternary-CRACK-GGUF|2026-09-18T14:52:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -3885,7 +3936,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.779839+00:00"
+      "updatedAt": "2026-10-06T08:22:08.008912+00:00"
     },
     "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -3955,13 +4006,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.182157+00:00"
-    },
-    "https://modelscope.cn/models/ewinregirgojr/Qwen3.8-14B-Instruct-Turbo-GGUF|2026-08-31T23:32:37+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-06T07:26:46.676293+00:00"
+      "updatedAt": "2026-10-06T08:22:07.591666+00:00"
     },
     "https://modelscope.cn/models/ewinregirgojr/Qwen3.8-14B-Instruct-Turbo-GGUF|2026-08-31T23:32:37+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -3987,12 +4032,6 @@
       ],
       "updatedAt": "2026-10-06T07:29:06.776450+00:00"
     },
-    "https://modelscope.cn/models/ewinregirgojr/Qwen3.8-19B-Pruned|2026-08-31T18:36:01+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-06T07:26:46.677636+00:00"
-    },
     "https://modelscope.cn/models/ewinregirgojr/Qwen3.8-19B-Pruned|2026-08-31T18:36:01+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -4039,7 +4078,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.570191+00:00"
+      "updatedAt": "2026-10-06T08:22:08.773246+00:00"
     },
     "https://modelscope.cn/models/facebook/OMol25|2026-10-05T12:16:59+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -4081,13 +4120,21 @@
       ],
       "updatedAt": "2026-10-06T08:18:46.354506+00:00"
     },
+    "https://modelscope.cn/models/facebook/OMol25|2026-10-05T12:16:59+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-06T08:22:06.344222+00:00"
+    },
     "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.751478+00:00"
+      "updatedAt": "2026-10-06T08:22:08.957336+00:00"
     },
     "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -4095,13 +4142,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.559142+00:00"
-    },
-    "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-06T07:26:46.562714+00:00"
+      "updatedAt": "2026-10-06T08:22:08.772141+00:00"
     },
     "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -4141,7 +4182,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.658772+00:00"
+      "updatedAt": "2026-10-06T08:22:08.876061+00:00"
     },
     "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -4149,7 +4190,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.856411+00:00"
+      "updatedAt": "2026-10-06T08:22:09.058754+00:00"
     },
     "https://modelscope.cn/models/icychick/Qwen3.5-text-0.8B-GGUF|2026-09-14T05:41:13+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -4219,13 +4260,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.964958+00:00"
-    },
-    "https://modelscope.cn/models/inclusionAI/Ling-3.0-tiny-GGUF|2026-09-01T18:38:51+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-06T07:26:46.561555+00:00"
+      "updatedAt": "2026-10-06T08:22:08.165839+00:00"
     },
     "https://modelscope.cn/models/inclusionAI/Ling-3.0-tiny-GGUF|2026-09-01T18:38:51+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -4303,7 +4338,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.952582+00:00"
+      "updatedAt": "2026-10-06T08:22:09.152511+00:00"
     },
     "https://modelscope.cn/models/incoai/GLM-5.3-Flash-DFlash2|2026-08-31T17:31:00+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -4373,7 +4408,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.566588+00:00"
+      "updatedAt": "2026-10-06T08:22:08.773495+00:00"
     },
     "https://modelscope.cn/models/incoai/Qwen3.8-27B-DFlash2-GGUF|2026-08-29T14:19:11+00:00|Biren_166m": {
       "taskTypes": [
@@ -4482,7 +4517,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.076837+00:00"
+      "updatedAt": "2026-10-06T08:22:07.476104+00:00"
     },
     "https://modelscope.cn/models/jfjijiogkijijg/qwen3.5-2b-deepseek-v4-GGUF|2026-09-27T10:24:40+00:00|Biren_166m": {
       "taskTypes": [
@@ -4591,7 +4626,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.383139+00:00"
+      "updatedAt": "2026-10-06T08:22:07.765548+00:00"
     },
     "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -4661,7 +4696,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.384297+00:00"
+      "updatedAt": "2026-10-06T08:22:07.765834+00:00"
     },
     "https://modelscope.cn/models/laion/GLM-4.6-stackexchange-overflow-sandboxes-32eps-65k-reasoning_global-batch-size_32_Qwen3-32B|2026-09-09T17:06:17+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -4731,7 +4766,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.069561+00:00"
+      "updatedAt": "2026-10-06T08:22:08.278980+00:00"
     },
     "https://modelscope.cn/models/lightx2v/MiniMax-H3-Prompt-Rewriter-LoRA-Omni|2026-08-26T18:46:06+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -4801,7 +4836,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:55.082930+00:00"
+      "updatedAt": "2026-10-06T08:22:09.353931+00:00"
     },
     "https://modelscope.cn/models/litert-community/Gemma3-1B-IT|2026-09-07T20:35:29+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -4838,7 +4873,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.174995+00:00"
+      "updatedAt": "2026-10-06T08:22:08.380211+00:00"
     },
     "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Instruct-6bit|2026-09-30T17:45:40+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -4924,7 +4959,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.072772+00:00"
+      "updatedAt": "2026-10-06T08:22:07.475042+00:00"
     },
     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DFlash|2026-09-02T12:12:36+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -4942,12 +4977,6 @@
       ],
       "updatedAt": "2026-10-06T08:18:54.067166+00:00"
     },
-    "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DFlash|2026-09-02T12:12:36+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-06T07:26:46.471302+00:00"
-    },
     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DFlash|2026-09-02T12:12:36+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -4986,7 +5015,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.376900+00:00"
+      "updatedAt": "2026-10-06T08:22:08.589634+00:00"
     },
     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DFlash|2026-09-02T12:12:36+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -4994,7 +5023,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.461529+00:00"
+      "updatedAt": "2026-10-06T08:22:08.662505+00:00"
     },
     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DSpark|2026-09-02T12:12:40+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5012,12 +5041,6 @@
       ],
       "updatedAt": "2026-10-06T08:18:54.058008+00:00"
     },
-    "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DSpark|2026-09-02T12:12:40+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-06T07:26:46.468709+00:00"
-    },
     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DSpark|2026-09-02T12:12:40+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -5064,7 +5087,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.378016+00:00"
+      "updatedAt": "2026-10-06T08:22:08.589831+00:00"
     },
     "https://modelscope.cn/models/nv-community/Qwen3.8-27B-NVFP4|2026-09-18T13:36:05+00:00|Mthreads_s4000": {
       "taskTypes": [
@@ -5079,7 +5102,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.778863+00:00"
+      "updatedAt": "2026-10-06T08:22:08.074874+00:00"
     },
     "https://modelscope.cn/models/ornith-ai/Ornith-1.5-9B-GGUF|2026-08-24T13:38:19+00:00|Biren_166m": {
       "taskTypes": [
@@ -5155,7 +5178,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.179426+00:00"
+      "updatedAt": "2026-10-06T08:22:07.588608+00:00"
     },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5225,7 +5248,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.556367+00:00"
+      "updatedAt": "2026-10-06T08:22:07.863875+00:00"
     },
     "https://modelscope.cn/models/prism-ml/Ternary-Bonsai-2-27B-gguf-dev|2026-09-18T05:30:35+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5295,7 +5318,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.876192+00:00"
+      "updatedAt": "2026-10-06T08:22:08.076328+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5349,13 +5372,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.555569+00:00"
-    },
-    "https://modelscope.cn/models/prithivMLmods/CogEvol-4B-GGUF|2026-09-01T19:35:33+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-06T07:26:46.561273+00:00"
+      "updatedAt": "2026-10-06T08:22:07.863033+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/CogEvol-4B-GGUF|2026-09-01T19:35:33+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5417,7 +5434,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.183251+00:00"
+      "updatedAt": "2026-10-06T08:22:07.592666+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/NeoHorse-1-4B-GGUF|2026-09-09T07:23:33+00:00|Biren_166m": {
       "taskTypes": [
@@ -5461,7 +5478,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.658011+00:00"
+      "updatedAt": "2026-10-06T08:22:07.955902+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5515,7 +5532,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.380727+00:00"
+      "updatedAt": "2026-10-06T08:22:07.764128+00:00"
     },
     "https://modelscope.cn/models/svvkii/qwen2.5-7b-5persona-lora|2026-09-03T09:05:03+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5585,7 +5602,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:54.266382+00:00"
+      "updatedAt": "2026-10-06T08:22:08.467013+00:00"
     },
     "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5655,7 +5672,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.272350+00:00"
+      "updatedAt": "2026-10-06T08:22:07.670977+00:00"
     },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Biren_166m": {
       "taskTypes": [
@@ -5920,7 +5937,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-06T04:05:53.779506+00:00"
+      "updatedAt": "2026-10-06T08:22:08.008710+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Biren_166m": {
       "taskTypes": [
@@ -6642,6 +6659,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-06T08:18:43.752548+00:00",
+  "taskTreeUpdatedAt": "2026-10-06T08:21:52.674416+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json
index 9555757c3c..8a0312569b 100644
--- a/.modelhub_state/outcome_checkpoint.json
+++ b/.modelhub_state/outcome_checkpoint.json
@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-10-06T02:10:42.512610+00:00",
-  "lastSyncTime": "2026-10-06T02:10:42.259585+00:00",
+  "generatedAt": "2026-10-06T08:19:59.387906+00:00",
+  "lastSyncTime": "2026-10-06T08:19:59.070374+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -2197,25 +2197,6 @@
         "targetGpu": "Kunlunxin_p-800",
         "taskType": "text-generation"
       },
-      "metax_c-500|vllm|text-generation|model_type:qwen3_5_moe": {
-        "architectureSignature": "model_type:qwen3_5_moe",
-        "architectures": [],
-        "evidenceCount": 1,
-        "expiresAt": "2026-10-06T03:59:01.992368+00:00",
-        "framework": "vllm",
-        "latestFailureAt": "2026-09-06T03:59:01.992368+00:00",
-        "latestSuccessfulAt": null,
-        "matchType": "model_type",
-        "modelType": "qwen3_5_moe",
-        "sourceModelIds": [
-          "ornith-ai/Ornith-1.5-35B-A3B-MLX-4bit"
-        ],
-        "sourceTaskIds": [
-          "4660498"
-        ],
-        "targetGpu": "MetaX_c-500",
-        "taskType": "text-generation"
-      },
       "metax_c-500|vllm|text-generation|model_type:qwen3_5_mtp": {
         "architectureSignature": "model_type:qwen3_5_mtp",
         "architectures": [],
@@ -2816,25 +2797,6 @@
         "targetGpu": "Vastai_va16",
         "taskType": "text-generation"
       },
-      "vastai_va16|vllm|text-generation|model_type:qwen3_5_text": {
-        "architectureSignature": "model_type:qwen3_5_text",
-        "architectures": [],
-        "evidenceCount": 1,
-        "expiresAt": "2026-10-06T04:47:21+00:00",
-        "framework": "vllm",
-        "latestFailureAt": "2026-09-06T04:47:21+00:00",
-        "latestSuccessfulAt": null,
-        "matchType": "model_type",
-        "modelType": "qwen3_5_text",
-        "sourceModelIds": [
-          "ValueFX/Qwen3.8-27B-CCCP-S"
-        ],
-        "sourceTaskIds": [
-          "4576624"
-        ],
-        "targetGpu": "Vastai_va16",
-        "taskType": "text-generation"
-      },
       "vastai_va16|vllm|text-generation|model_type:rwkv7": {
         "architectureSignature": "model_type:rwkv7",
         "architectures": [],
@@ -2877,7 +2839,7 @@
       }
     },
     "architectureCompatibilitySummary": {
-      "activeBlockCount": 145,
+      "activeBlockCount": 143,
       "byGpuFramework": {
         "Ascend_910-b3|vllm": 9,
         "Ascend_910-b3|vllm_tokenizer_patch": 7,
@@ -2895,11 +2857,11 @@
         "Iluvatar_bi-150|vllm_tokenizer_patch": 2,
         "Kunlunxin_p-800|vllm": 10,
         "Kunlunxin_p-800|vllm_tokenizer_patch": 9,
-        "MetaX_c-500|vllm": 3,
+        "MetaX_c-500|vllm": 2,
         "Mthreads_s4000|vllm": 7,
         "Sunrise_pt-200-x1|vllm": 3,
         "Sunrise_pt-200-x1|vllm_fix_tokenizer": 4,
-        "Vastai_va16|vllm": 15,
+        "Vastai_va16|vllm": 14,
         "Vastai_va16|vllm_fix_tokenizer": 2,
         "hygon_k100-ai|vllm": 8,
         "hygon_k100-ai|vllm-patch-tokenizer": 3
@@ -4144,30 +4106,30 @@
         "unresolvedFailureCount": 82
       },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation": {
-        "attributableFailureCount": 47,
-        "decisionFailureRate": 0.7121,
-        "decisionSuccessRate": 0.2879,
-        "decisionTotal": 66,
+        "attributableFailureCount": 48,
+        "decisionFailureRate": 0.7164,
+        "decisionSuccessRate": 0.2836,
+        "decisionTotal": 67,
         "failureBreakdown": {
           "ambiguous_runtime": 32,
           "backend_operator": 6,
           "framework_architecture_unsupported": 23,
           "memory_capacity": 1,
-          "model_load": 7,
+          "model_load": 8,
           "runtime_memory": 10,
           "参数/模板问题": 2
         },
-        "failureCount": 81,
-        "failureRate": 0.81,
+        "failureCount": 82,
+        "failureRate": 0.8119,
         "framework": "vllm_0_17_0_corex_4_4_0",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 19,
-        "successRate": 0.19,
+        "successRate": 0.1881,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 100,
+        "total": 101,
         "unresolvedFailureCount": 34
       },
       "Iluvatar_bi-150|vllm_fix_tokenizer|text-generation": {
@@ -5674,27 +5636,27 @@
         "unresolvedFailureCount": 58
       },
       "vllm_0_17_0_corex_4_4_0": {
-        "attributableFailureCount": 47,
-        "decisionFailureRate": 0.7121,
-        "decisionSuccessRate": 0.2879,
-        "decisionTotal": 66,
+        "attributableFailureCount": 48,
+        "decisionFailureRate": 0.7164,
+        "decisionSuccessRate": 0.2836,
+        "decisionTotal": 67,
         "failureBreakdown": {
           "ambiguous_runtime": 32,
           "backend_operator": 6,
           "framework_architecture_unsupported": 23,
           "memory_capacity": 1,
-          "model_load": 7,
+          "model_load": 8,
           "runtime_memory": 10,
           "参数/模板问题": 2
         },
-        "failureCount": 81,
-        "failureRate": 0.81,
+        "failureCount": 82,
+        "failureRate": 0.8119,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 19,
-        "successRate": 0.19,
-        "total": 100,
+        "successRate": 0.1881,
+        "total": 101,
         "unresolvedFailureCount": 34
       },
       "vllm_fix_tokenizer": {
@@ -5751,7 +5713,7 @@
         "unresolvedFailureCount": 233
       }
     },
-    "generatedAt": "2026-10-06T02:10:42.498830+00:00",
+    "generatedAt": "2026-10-06T08:19:59.331265+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 119,
@@ -5916,10 +5878,10 @@
         "unresolvedFailureCount": 570
       },
       "Iluvatar_bi-150": {
-        "attributableFailureCount": 764,
-        "decisionFailureRate": 0.8359,
-        "decisionSuccessRate": 0.1641,
-        "decisionTotal": 914,
+        "attributableFailureCount": 765,
+        "decisionFailureRate": 0.8361,
+        "decisionSuccessRate": 0.1639,
+        "decisionTotal": 915,
         "failureBreakdown": {
           "ambiguous_runtime": 660,
           "architecture_compatibility": 15,
@@ -5927,7 +5889,7 @@
           "context_length": 29,
           "framework_architecture_unsupported": 256,
           "memory_capacity": 153,
-          "model_load": 127,
+          "model_load": 128,
           "platform_infrastructure": 21,
           "repository_structure": 99,
           "runtime_memory": 13,
@@ -5936,14 +5898,14 @@
           "日志缺失": 155,
           "验证失败": 30
         },
-        "failureCount": 1951,
+        "failureCount": 1952,
         "failureRate": 0.9286,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 21,
         "successCount": 150,
         "successRate": 0.0714,
-        "total": 2101,
+        "total": 2102,
         "unresolvedFailureCount": 1166
       },
       "Iluvatar_mrv-100": {
@@ -15538,14 +15500,14 @@
         "unresolvedFailureCount": 1
       },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|lfm2|none": {
-        "attributableFailureCount": 1,
+        "attributableFailureCount": 2,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 1,
+        "decisionTotal": 2,
         "failureBreakdown": {
-          "model_load": 1
+          "model_load": 2
         },
-        "failureCount": 1,
+        "failureCount": 2,
         "failureRate": 1.0,
         "framework": "vllm_0_17_0_corex_4_4_0",
         "modelType": "lfm2",
@@ -15557,7 +15519,7 @@
         "successRate": 0.0,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 1,
+        "total": 2,
         "unresolvedFailureCount": 0
       },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|llama|awq": {
@@ -43251,6 +43213,30 @@
         "total": 1,
         "unresolvedFailureCount": 0
       },
+      "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|lfm2|none|30": {
+        "attributableFailureCount": 1,
+        "decisionFailureRate": 1.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 1,
+        "failureBreakdown": {
+          "model_load": 1
+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "vllm_0_17_0_corex_4_4_0",
+        "loadSizeLog2Bucket": 30,
+        "modelType": "lfm2",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "none",
+        "successCount": 0,
+        "successRate": 0.0,
+        "targetGpu": "Iluvatar_bi-150",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 0
+      },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|llama|awq|30": {
         "attributableFailureCount": 0,
         "decisionFailureRate": 0.0,
@@ -57354,13 +57340,13 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 17328,
-    "totalRecords": 17552,
+    "terminalRecords": 17329,
+    "totalRecords": 17553,
     "totals": {
-      "attributableFailureCount": 6230,
+      "attributableFailureCount": 6231,
       "decisionFailureRate": 0.8643,
       "decisionSuccessRate": 0.1357,
-      "decisionTotal": 7208,
+      "decisionTotal": 7209,
       "failureBreakdown": {
         "ambiguous_runtime": 4541,
         "architecture_compatibility": 212,
@@ -57369,7 +57355,7 @@
         "context_length": 327,
         "framework_architecture_unsupported": 2257,
         "memory_capacity": 1206,
-        "model_load": 565,
+        "model_load": 566,
         "platform_infrastructure": 951,
         "repository_structure": 742,
         "runtime_memory": 101,
@@ -57378,14 +57364,14 @@
         "日志缺失": 719,
         "验证失败": 676
       },
-      "failureCount": 16350,
+      "failureCount": 16351,
       "failureRate": 0.9436,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 951,
       "successCount": 978,
       "successRate": 0.0564,
-      "total": 17328,
+      "total": 17329,
       "unresolvedFailureCount": 9169
     },
     "warnings": [
@@ -57413,7 +57399,7 @@
       "组合 MetaX_c-500|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-x8|vllm-customized|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|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 Mthreads_s4000|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_bi-150|vllm_fix_tokenizer|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_bi-150|vllm_0_17_0_corex_4_4_0|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Biren_166m|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -57442,10 +57428,10 @@
       "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 Iluvatar_bi-150|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_bi-150|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 Mthreads_s4000|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 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。"
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 17552,
+  "summarizedRecords": 17553,
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 2bee24729a..b41183b569 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -2703,6 +2703,7 @@
 {"batchId": "4eeadeb2b3a44f28a5dc31a0b805414f", "completedAt": "2026-10-05T18:17:07.212061+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-05T18:15:37.875183+00:00", "framework": "vllm_tokenizer_patch", "intentId": "970c221c6be2404d86b3654544d26173", "lastModified": "2026-10-05T18:02:26+00:00", "modelAddress": "https://modelscope.cn/models/unsloth/gpt-oss-20b-bnb-4bit", "reason": null, "reconciledAt": "2026-10-06T08:13:38.998274+00:00", "repoId": "unsloth/gpt-oss-20b-bnb-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5307270", "taskType": "text-generation"}
 {"batchId": "7a111132be1f40108640311f02a3ab3b", "completedAt": "2026-10-05T18:34:25.889573+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-05T18:34:23.644131+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5d507ed6ed814f0d9761fd1fbadc0474", "lastModified": "2026-10-05T18:02:26+00:00", "modelAddress": "https://modelscope.cn/models/unsloth/gpt-oss-20b-bnb-4bit", "reason": null, "reconciledAt": "2026-10-06T08:13:38.998271+00:00", "repoId": "unsloth/gpt-oss-20b-bnb-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Biren_166m", "taskId": "5307498", "taskType": "text-generation"}
 {"batchId": "3564a7942281484b9c3164e2adf9119d", "completedAt": "2026-10-06T08:05:31.801641+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-06T08:04:08.141766+00:00", "framework": "vllm_tokenizer_patch", "intentId": "97ea8d990dc44da9b135876d18f95e4f", "lastModified": "2026-09-21T18:33:19+00:00", "modelAddress": "https://modelscope.cn/models/GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic", "reason": null, "reconciledAt": "2026-10-06T08:13:38.997127+00:00", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5319429", "taskType": "text-generation"}
+{"batchId": "46a58edd314c45d99bbab09e73dadb69", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-06T08:22:09.673541+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d783b3476f5b4afc81fec4ea12dab5ff", "lastModified": "2026-09-21T18:33:19+00:00", "modelAddress": "https://modelscope.cn/models/GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
 {"batchId": "9544bf0548e54a8e93c3adfd9bffb52a", "completedAt": "2026-10-03T16:15:51.005765+00:00", "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configSource": "modelhub_live", "createdAt": "2026-10-03T16:13:49.532883+00:00", "framework": "vllm-patch-tokenizer", "intentId": "7f7cb1b51f944ac58018ee2e42ca61f7", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "hygon_k100-ai", "taskId": null, "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"}
diff --git a/manifest.json b/manifest.json
index 0a6e69acc3..d98064c5c6 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": "5b1117bdaff6372f31a3abbfc55e2383884c1d11aa13466be4a0b5b9a2f3aaa1",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "03b9ae50912afae8d18a9908dd5188dcdc188acc53083a8982e03cc7e7a6dddd",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "24c6ce94c203902b78d7db282f287d70cdf43ced0e37d2835e6919d57bee67c2",
-    ".modelhub_state/official_capabilities.json": "7c8d900abe75904238daff0798b4872329b81a1373079b659250daed8c9d19ba",
-    ".modelhub_state/outcome_checkpoint.json": "d4c11dc77d949567c534bf4b929418777fc1f41690746c29d7d50fc7160fce27",
+    ".modelhub_state/market_intelligence.json": "476baeb661e05d9a06601570ff73d7cd5ce43e95c3290e7184695216b8a0fe7f",
+    ".modelhub_state/official_capabilities.json": "e9675c7a6906f6bb18b35ad87438c44130fdd2fb7abcaaf7cabc32388e9113f9",
+    ".modelhub_state/outcome_checkpoint.json": "835fda14ec3ba9f82a380f2fca2883c64bd911ec05dd1f665f356c6bb6091dc9",
     ".modelhub_state/queue_cleanup_latest.json": "bfbda40c7dc7bfebce797c1bb61357de5e74b019bdbb08e50f8f19323e95a84c",
     ".modelhub_state/recent_outcomes.jsonl": "66f65405defcf850f044e43e54c3dc291f18521f309cb9962d861b493cb049ac",
     ".modelhub_state/recovery_active_tasks.jsonl": "74142e0c0e19bf0746ec534c2e64f036eaeb70184a8e72ed7274e1a3712466f5",
-    ".modelhub_state/recovery_intents.jsonl": "d5ee9e7cb8d9d1daeec3e16e429294a47f57e761a060818d5f5d302a9ae8aebc",
+    ".modelhub_state/recovery_intents.jsonl": "2e33944c4fa514215ac8c84a5a801ec99f45a55690ce2f30c00d7a3ca5fab9a5",
     ".modelhub_state/routing_intelligence.json": "5ab1ea8ddd87c9d04651c4c4446fa735b1a558ee1c17d239b2bcf5c00cf5da38",
     ".modelhub_state/submission_exclusions.jsonl": "8a533753b09639322718ffe59fad6a6f11e8cc3741d7be12085a149c97ca5507",
     ".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f",
     "ledger/submissions.jsonl": "e2569ba084a58cb5d47d57db648e6b141050afe1df359070d0dfea3efbd008fa",
-    "outcomes/submissions.jsonl": "e23c8bc6c4fdd6e3252062b0800956d315341c66084c4653704cb7b8760a9829"
+    "outcomes/submissions.jsonl": "809be797308d99b8708d7a76d4345b76b11c0d7d6f8d1e3c92c32914ea7231af"
   },
-  "generation": 21351,
-  "phase": "cycle",
+  "generation": 21352,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-06T08:18:57.419041+00:00",
+  "updatedAt": "2026-10-06T08:22:09.860767+00:00",
   "writerId": "c99196ebc91b43dbbcacb4830cce7e56"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 78377e4bd9..2617cb82d0 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -165,7 +165,6 @@
 {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T12:34:29.856383+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {"architectures": ["Jais2ForCausalLM"], "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16180861064, "estimatedRequiredGiB": 18.097, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "jais2", "modelscopeFileSize": 16193187697, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8090401280, "modelscopeTags": ["license:apache-2.0", "model_type:jais2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16193187697}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:26:45.109939+00:00", "targetGpu": "Vastai_va16", "taskId": "4970729", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-20T12:34:29.856278+00:00", "modelId": "mlx-community/LFM2.5-1.2B-Thinking-8bit", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 1243645809, "estimatedRequiredGiB": 1.395, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": 1248409935, "modelscopeLicense": "other", "modelscopeParams": 329251584, "modelscopeTags": ["license:other", "model_type:lfm2", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 1248409935}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:29:38.381652+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4970762", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T12:46:14.462938+00:00", "modelId": "empero-ai/Qwen3.8-35B-A3B-Distill", "modelProfile": {"architectures": ["Qwen3_5MoeForConditionalGeneration"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 71903778536, "estimatedRequiredGiB": 80.392, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe", "modelscopeFileSize": 71933964484, "modelscopeLicense": "apache-2.0", "modelscopeParams": 35951822704, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5_moe", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:empero-ai", "custom_tag:qwen3.6", "custom_tag:qwen3.8", "custom_tag:distillation", "custom_tag:reasoning", "custom_tag:function-calling", "custom_tag:moe", "custom_tag:sft"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "recentProfileFeedback": {"attributableFailureCount": 0, "consecutiveFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": {"ambiguous_runtime": 2}, "failureCount": 2, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "lastTerminalAt": "2026-09-15T22:59:41.110897+00:00", "modelType": "qwen3_5_moe", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "quantizationMethod": "none", "successCount": 0, "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", "total": 2, "unresolvedFailureCount": 2}, "repositoryOnDiskBytes": 71933964484}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:42:19.067096+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4970926", "taskType": "text-generation", "verifyResult": null}
-{"failReason": null, "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": "2026-09-20T12:46:14.462918+00:00", "modelId": "mlx-community/LFM2.5-1.2B-Thinking-8bit", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 1243645809, "estimatedRequiredGiB": 1.395, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": 1248409935, "modelscopeLicense": "other", "modelscopeParams": 329251584, "modelscopeTags": ["license:other", "model_type:lfm2", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 1248409935}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:44:53.390325+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4970950", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T14:18:03.258951+00:00", "modelId": "RedHatAI/gemma-2-27b-it-quantized.w8a16", "modelProfile": {"architectures": ["Gemma2ForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 30775446656, "estimatedRequiredGiB": 34.419, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "gemma2", "modelscopeFileSize": 30797371689, "modelscopeLicense": "gemma", "modelscopeParams": 28406776320, "modelscopeTags": ["license:gemma", "model_type:gemma2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:int8", "custom_tag:vllm"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 30797371689}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T06:16:07.269550+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4972172", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T16:51:24.761939+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {"architectures": ["Jais2ForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16180861064, "estimatedRequiredGiB": 18.097, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "jais2", "modelscopeFileSize": 16193187697, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8090401280, "modelscopeTags": ["license:apache-2.0", "model_type:jais2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16193187697}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T08:49:13.744928+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4974217", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-21T00:08:58.191977+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "1557c77dfe4d3dc1a68ae6b8349e7d094da7eec7752d29442a9d6d27e5f13121", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 20683241105, "estimatedRequiredGiB": 23.138, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 20703487237, "modelscopeLicense": "apache-2.0", "modelscopeParams": 6086364400, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:apple-silicon", "custom_tag:macos", "custom_tag:speculative-decoding", "custom_tag:multi-token-prediction", "custom_tag:qwen", "custom_tag:qwen3.8", "custom_tag:mtp", "custom_tag:mtplx", "custom_tag:local-ai", "custom_tag:coding", "custom_tag:qwen3-8", "custom_tag:qwen-3.8", "custom_tag:local-llm", "custom_tag:llm", "custom_tag:m5", "custom_tag:m5-max", "custom_tag:m4", "custom_tag:m3", "custom_tag:macbook-pro", "custom_tag:mac-studio", "custom_tag:opencode", "custom_tag:claude-code", "custom_tag:27b", "custom_tag:qwen3.8-27b", "custom_tag:qwen3-8-27b"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 20703487237}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T15:58:54.438915+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4981854", "taskType": "text-generation", "verifyResult": null}