diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 36a3b5c1ac..bd3a659bb5 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -469,25 +469,6 @@
       "targetGpu": "Ascend_910-b4",
       "taskType": "text-generation"
     },
-    "ascend_910-b4|vllm|text-generation|model_type:qwen3_5_moe": {
-      "architectureSignature": "model_type:qwen3_5_moe",
-      "architectures": [],
-      "evidenceCount": 1,
-      "expiresAt": "2026-10-15T20:57:21+00:00",
-      "framework": "vllm",
-      "latestFailureAt": "2026-09-15T20:57:21+00:00",
-      "latestSuccessfulAt": null,
-      "matchType": "model_type",
-      "modelType": "qwen3_5_moe",
-      "sourceModelIds": [
-        "ornith-ai/Ornith-1.5-35B-A3B-MLX-6bit"
-      ],
-      "sourceTaskIds": [
-        "4576625"
-      ],
-      "targetGpu": "Ascend_910-b4",
-      "taskType": "text-generation"
-    },
     "ascend_910-b4|vllm|text-generation|model_type:qwen3_vl": {
       "architectureSignature": "model_type:qwen3_vl",
       "architectures": [],
@@ -2453,13 +2434,13 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-15T20:42:10.368506+00:00",
+  "generatedAt": "2026-10-15T21:08:54.443764+00:00",
   "summary": {
-    "activeBlockCount": 122,
+    "activeBlockCount": 121,
     "byGpuFramework": {
       "Ascend_910-b3|vllm": 4,
       "Ascend_910-b3|vllm_tokenizer_patch": 9,
-      "Ascend_910-b4|vllm": 3,
+      "Ascend_910-b4|vllm": 2,
       "Ascend_910-b4|vllm_tokenizer_patch": 9,
       "Biren_166m|vllm": 3,
       "Cambricon_mlu-370-x4|vllm": 4,
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 68b357a2d2..68489d37a4 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-15T21:05:06.051999+00:00",
+  "generatedAt": "2026-10-15T21:10:22.189333+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 30da270c86..3b876ea3d1 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-15T21:05:06.051999+00:00",
+  "catalogUpdatedAt": "2026-10-15T21:10:22.189333+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-15T21:05:36.769910+00:00",
+  "generatedAt": "2026-10-15T21:10:22.189333+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6231,6 +6231,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-15T21:05:06.051999+00:00",
+  "taskTreeUpdatedAt": "2026-10-15T21:10:22.189333+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 29694227ae..682f6c4031 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3623,6 +3623,7 @@
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+{"batchId": "8a8537fd406a44ff821a1a52bf329caa", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-15T21:10:22.720651+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c8de984df1c44d8291b91807e45ca08a", "lastModified": "2026-10-15T19:55:00+00:00", "modelAddress": "https://modelscope.cn/models/primitive-ai/LFM2.5-24B-A2B-NVFP4A16", "repoId": "primitive-ai/LFM2.5-24B-A2B-NVFP4A16", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
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 {"batchId": "28fc96b6ec5c47c48e3ce75dfb992b42", "completedAt": "2026-10-15T21:03:31.626848+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-15T20:46:15.327341+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bb0ae70dec7c4c87a35fa2ff4b5e9981", "repoId": "DavidAU/LFM2-8B-A1B-GLM-4.7-Flash-Thinking-Quantum-IQ1C-P", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
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diff --git a/manifest.json b/manifest.json
index d37407db86..3d2e05d499 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
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-    ".modelhub_state/architecture_compatibility_blacklist.json": "48deff795cc59f7b99d34daec391938ffbcb4905fade8b16dcb1b6ca30b3547a",
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-    ".modelhub_state/official_capabilities.json": "b3960ea7ef3847499c557da8ae98c6c7891ac0d99142a0fd728318155c58e91f",
+    ".modelhub_state/market_intelligence.json": "eb486f56f7996daf318c4fe5930f510c406ec872057880ea2d7caa2e09fc44d4",
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-    ".modelhub_state/recovery_intents.jsonl": "eedc32757aacb1f49c55c5079a93023b03358bb55de7ca120569c8b550634ed2",
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+  "phase": "intent",
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 }