diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 23bb3b3cc7..817b665553 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -869,7 +869,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-21T12:21:55.356375+00:00",
+  "generatedAt": "2026-10-21T12:23:41.846646+00:00",
   "summary": {
     "activeBlockCount": 42,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index b703680cf0..05df0efb5c 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-21T12:21:55.494501+00:00",
+  "generatedAt": "2026-10-21T12:23:41.993604+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 7997581d59..50a2f22bc2 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T12:21:55.494501+00:00",
+  "catalogUpdatedAt": "2026-10-21T12:23:41.993604+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-21T12:21:55.494501+00:00",
+  "generatedAt": "2026-10-21T12:23:48.355009+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -564,53 +564,6 @@
       ],
       "updatedAt": "2026-10-21T11:52:30.128372+00:00"
     },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-4bit|2026-10-16T16:03:45+00:00|Ascend_910-b3": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.245580+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-4bit|2026-10-16T16:03:45+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.338408+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-4bit|2026-10-16T16:03:45+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.576993+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-4bit|2026-10-16T16:03:45+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.452578+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-4bit|2026-10-16T16:03:45+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.531335+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-4bit|2026-10-16T16:03:45+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.405626+00:00"
-    },
     "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-8bit|2026-10-16T15:01:08+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -658,45 +611,6 @@
       ],
       "updatedAt": "2026-10-21T11:50:37.093712+00:00"
     },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-bf16|2026-10-16T16:06:05+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.307667+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-bf16|2026-10-16T16:06:05+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.565138+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-bf16|2026-10-16T16:06:05+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.460290+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-bf16|2026-10-16T16:06:05+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.512257+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-0.9B-MLX-bf16|2026-10-16T16:06:05+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.376076+00:00"
-    },
     "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-16T15:54:35+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -783,45 +697,6 @@
       ],
       "updatedAt": "2026-10-21T11:50:36.555203+00:00"
     },
-    "https://modelscope.cn/models/IFM/Jais-3-32B-FP8|2026-10-16T16:00:26+00:00|Ascend_910-b3": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.346058+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-32B-FP8|2026-10-16T16:00:26+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.385081+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-32B-FP8|2026-10-16T16:00:26+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.587886+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-32B-FP8|2026-10-16T16:00:26+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.524301+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-32B-FP8|2026-10-16T16:00:26+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.470756+00:00"
-    },
     "https://modelscope.cn/models/IFM/Jais-3-32B-MLX-bf16|2026-10-16T15:32:57+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -1063,23 +938,6 @@
       ],
       "updatedAt": "2026-10-21T11:50:35.979331+00:00"
     },
-    "https://modelscope.cn/models/IFM/K2-Horizon-MoVA-36B-A4B-GGUF|2026-10-16T16:07:10+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.395517+00:00"
-    },
-    "https://modelscope.cn/models/IFM/K2-Horizon-MoVA-36B-A4B-GGUF|2026-10-16T16:07:10+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.316661+00:00"
-    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-21T08:58:12+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -1280,6 +1138,68 @@
       ],
       "updatedAt": "2026-10-21T11:54:22.108334+00:00"
     },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-21T12:20:58+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:47.859279+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-21T12:20:58+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:47.896938+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:47.871339+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:48.070314+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:48.355009+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T12:23:48.173463+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:48.252505+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:47.954404+00:00"
+    },
     "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-Instruct-2507-MNN|2026-10-21T05:16:16+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -4619,22 +4539,6 @@
       ],
       "updatedAt": "2026-10-21T11:52:38.119770+00:00"
     },
-    "https://modelscope.cn/models/juspay/Xor-26B-A4B|2026-10-16T15:58:32+00:00|Ascend_910-b3": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.840319+00:00"
-    },
-    "https://modelscope.cn/models/juspay/Xor-26B-A4B|2026-10-16T15:58:32+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T11:50:35.875805+00:00"
-    },
     "https://modelscope.cn/models/juspay/Xor-26B-A4B|2026-10-16T15:58:32+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -5086,6 +4990,52 @@
       ],
       "updatedAt": "2026-10-21T11:52:26.277378+00:00"
     },
+    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:47.857355+00:00"
+    },
+    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:47.976648+00:00"
+    },
+    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:48.152912+00:00"
+    },
+    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T12:23:48.078429+00:00"
+    },
+    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:48.117242+00:00"
+    },
+    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:47.912439+00:00"
+    },
     "https://modelscope.cn/models/ornith-ai/Ornith-1.5-397B-NVFP4|2026-10-20T12:17:27+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -5178,6 +5128,52 @@
       ],
       "updatedAt": "2026-10-21T11:52:29.728015+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-21T12:11:24+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:47.860573+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-21T12:11:24+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:47.985125+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-21T12:11:24+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:48.164746+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-21T12:11:24+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T12:23:48.016661+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-21T12:11:24+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:48.060538+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-21T12:11:24+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:23:47.905008+00:00"
+    },
     "https://modelscope.cn/models/pipenetwork/DeepSeek-V4.1-Flash-1017-MLX-mixed-4_8bit|2026-10-17T20:12:38+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -6557,6 +6553,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T12:21:55.494501+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T12:23:41.993604+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index b6733ca495..4e8472fb49 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3667,6 +3667,18 @@
 {"batchId": "7b038b1630774fbdb1a65c0e9bbb2b8e", "completedAt": "2026-10-21T09:52:14.705530+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T09:52:12.174479+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7e2e33b0ce9641dbb6bf3ddd7a390222", "lastModified": "2026-10-19T18:19:51+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T12:22:10.178782+00:00", "repoId": "cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5692453", "taskType": "text-generation"}
 {"batchId": "2be41a3c0ddf47fea7a18dec16f75bf1", "completedAt": "2026-10-21T10:03:54.578225+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T10:03:52.009664+00:00", "framework": "vllm_tokenizer_patch", "intentId": "72dabf7c174648c3ac50e60f466e4581", "lastModified": "2026-10-19T07:00:41+00:00", "modelAddress": "https://modelscope.cn/models/iluvatar-corex/Qwen3-8B-W8A8", "reason": null, "reconciledAt": "2026-10-21T12:22:10.180120+00:00", "repoId": "iluvatar-corex/Qwen3-8B-W8A8", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5692570", "taskType": "text-generation"}
 {"batchId": "ac919173e9b549668e5f79d4d4154344", "completedAt": "2026-10-21T12:05:07.909597+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:05:05.603070+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e466b3bec74f453eb1ee33b1b9ab4f6a", "lastModified": "2026-10-19T16:26:03+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-21T12:22:10.178780+00:00", "repoId": "cpatonn-mirror/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5694040", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "6227ad7464202af2fd72ed7ba47d960a6db14697bf850d85ff2e90b31777e3a8", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.854395+00:00", "framework": "llamacpp", "intentId": "9536299cf5fa40539a54f6fb909cbc2d", "lastModified": "2026-10-21T03:15:59+00:00", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.6-4B-GGUF", "repoId": "XHToken/Spark-X2.6-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "hygon_k100-ai", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "0810a8dbec6a5bb8330373d71363e8e47f5ab88e5ca0b04cee0d7bb4fc33e81f", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.854515+00:00", "framework": "llamacpp", "intentId": "a74a6cbf10484032b62a9e9c87d07343", "lastModified": "2026-10-20T13:54:35+00:00", "modelAddress": "https://modelscope.cn/models/incoai/Muse-Glimmer-30B-DFlash2-GGUF", "repoId": "incoai/Muse-Glimmer-30B-DFlash2-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "e6a494afe49de43cfe2b51111d8b2495fcc9c2b24f0b475f84ce14dcdff5b462", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.854581+00:00", "framework": "llamacpp", "intentId": "cda77924b0c745739d5701db9d3088e5", "lastModified": "2026-10-20T05:58:12+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.854640+00:00", "framework": "vllm_tokenizer_patch", "intentId": "eed092002d0141be9e273b0adabf7abd", "lastModified": "2026-10-19T16:59:08+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "repoId": "cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.854698+00:00", "framework": "vllm_tokenizer_patch", "intentId": "47a3a80bf8354944b2fce2d92e66fcd4", "lastModified": "2026-10-20T08:50:37+00:00", "modelAddress": "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.854752+00:00", "framework": "vllm_tokenizer_patch", "intentId": "70fdc7746b104dd4a513f5e1a2c673f0", "lastModified": "2026-10-19T07:29:23+00:00", "modelAddress": "https://modelscope.cn/models/iluvatar-corex/Qwen3-14B-W8A8", "repoId": "iluvatar-corex/Qwen3-14B-W8A8", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.854805+00:00", "framework": "vllm_tokenizer_patch", "intentId": "503c1337c5dc4c79b30f5056e7cba1d4", "lastModified": "2026-10-19T18:03:21+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "repoId": "cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.854858+00:00", "framework": "vllm_tokenizer_patch", "intentId": "291265ea12ac4bee880922be3753d565", "lastModified": "2026-10-19T18:55:19+00:00", "modelAddress": "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.854911+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6b3da324480b4aa79b2ada2d3e48a716", "lastModified": "2026-10-19T07:32:17+00:00", "modelAddress": "https://modelscope.cn/models/StartLuxAI/gdn-1.3b-isp-hybrid-3to1-50b", "repoId": "StartLuxAI/gdn-1.3b-isp-hybrid-3to1-50b", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.854963+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a8b261ccefb14984af12b812f053bca1", "lastModified": "2026-10-19T21:32:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-NVFP4", "repoId": "cyankiwi/Agents-A1-AWQ-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.855016+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5fdb84702a7743409b569bdbdcbea16a", "lastModified": "2026-10-19T18:17:12+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Instruct-2507-AWQ", "repoId": "cpatonn-mirror/Qwen3-4B-Instruct-2507-AWQ", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "e3e51a3c67f3490eb4cb7327a370997b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:23:56.855057+00:00", "framework": "vllm_tokenizer_patch", "intentId": "052581362e9b43fa8128d25959a4cb43", "lastModified": "2026-10-18T15:27:59+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/Qwen3.6-27B-OptiQ-4bit", "repoId": "mlx-community/Qwen3.6-27B-OptiQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
 {"batchId": "edc762c3d2e741479c22f96efa6d0d71", "completedAt": "2026-10-21T12:22:06.199821+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:22:03.491027+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ef8088fb6177439791015104c030b367", "repoId": "mlx-community/Qwen3.6-27B-OptiQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "edc762c3d2e741479c22f96efa6d0d71", "completedAt": "2026-10-21T12:22:06.199819+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:22:03.490987+00:00", "framework": "vllm_tokenizer_patch", "intentId": "aa5673b62773444992b3d3299584a466", "repoId": "cpatonn-mirror/Qwen3-4B-Instruct-2507-AWQ", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "edc762c3d2e741479c22f96efa6d0d71", "completedAt": "2026-10-21T12:22:06.199815+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T12:22:03.490937+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0b7cc6534fe346f596c67ec9ec687054", "repoId": "cyankiwi/Agents-A1-AWQ-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 16d71bddd4..7a0d64d2cb 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "6d3d0131705f6c8c3f7576476de2831030c5edc0d86ef5dd445f594596378e66",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "04ffef998b2da20cadf0fd4b47450e8e2e2d6caa81f3883b3f95541a9da0c5e9",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "35d8472e32eeb57bd166a05d02106020f51ec4f70e7cb9957bb2fbf34aed2448",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "37bb8983e0d46f36f4c930b5ba684137aae3a2dcf710eab849dd3168fa2e7220",
-    ".modelhub_state/official_capabilities.json": "fe43a0917d667746472e2e458bc4894a298af0924ce614fc704f4c9044570511",
+    ".modelhub_state/market_intelligence.json": "6eb8aeaf3006174e424d9dbdc4c711309efe0842e93bb9b2e2a12e2f32bb3b5f",
+    ".modelhub_state/official_capabilities.json": "065e00a1a3503898a78e15d874cc48e77349558dec68efd2fcefae9f8e43b59d",
     ".modelhub_state/outcome_checkpoint.json": "1eca1fdb307935b8726a5359b1268d259aca7cae6a43cd9ac541c5dc6b07bdb5",
     ".modelhub_state/queue_cleanup_latest.json": "67a11704905ce4b4303cf204224a1eaa8325b0cef009ef0bbc75dfd11b896f9b",
     ".modelhub_state/recent_outcomes.jsonl": "0debddb689e605ebce7b25dc593b566f63bbe040c9d619b8d4d181b5b7875699",
     ".modelhub_state/recovery_active_tasks.jsonl": "a6752979bf93aead4cf709a80da88d10013d48d1fda4cd6d5741b725fb188bb2",
-    ".modelhub_state/recovery_intents.jsonl": "834762ace269ac474a03aac91ae15140ec5a831dfeb6f266acba3b38e0bc67f4",
+    ".modelhub_state/recovery_intents.jsonl": "3762b0e6dacdc89354c94f3b3a888e9d6be1d814fb6f9ec9709e0cb39bc38555",
     ".modelhub_state/routing_intelligence.json": "96c8eca13db2eff9982727f083957aba9c7cb849e986f8b8657134628db56426",
     ".modelhub_state/submission_exclusions.jsonl": "07b0cf531e208c0d6ecfffb156a0cb39a09636bee94976f2a8a2e3b767cf06cc",
     ".modelhub_state/worker_crashes.jsonl": "d46c42c2991f2fda703c2ba17f2b6a21afa8e1453bf67666f1bc0ff3bb99e2e9",
     "ledger/submissions.jsonl": "1f9a38e252b07c8ea4dc0c54e97b246384b35954816c6980445e0097189deae7",
     "outcomes/submissions.jsonl": "69809ccfc108315c999b67395a85b6da43d418ff15e8fc0bbcac8093c4bc48ad"
   },
-  "generation": 26876,
-  "phase": "cycle",
+  "generation": 26877,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T12:22:10.390713+00:00",
+  "updatedAt": "2026-10-21T12:23:57.038872+00:00",
   "writerId": "f9d6ac09a4c14ca19fc241d193853c55"
 }