diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 4554cadd3c..1a6c1e7496 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3608,7 +3608,7 @@
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 {"batchId": "5ac7568ddea44d37a5b4074031824dad", "completedAt": "2026-10-14T15:32:04.529660+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-10-14T15:32:02.936709+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "3d8c6e1295614d6992d8119607fe6a0a", "lastModified": "2026-10-13T18:36:50+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "reason": null, "reconciledAt": "2026-10-14T15:58:18.509481+00:00", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Iluvatar_bi-150", "taskId": "5539021", "taskType": "text-generation"}
 {"batchId": "5ac7568ddea44d37a5b4074031824dad", "completedAt": "2026-10-14T15:32:04.529677+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-10-14T15:32:02.936802+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "72c903e4d85c4adbb5a837cc75add347", "lastModified": "2026-10-08T09:15:28+00:00", "modelAddress": "https://modelscope.cn/models/StartLuxAI/Qwen3.6-35B-A3B-OptiQ-4bit", "reason": null, "reconciledAt": "2026-10-14T15:58:18.508229+00:00", "repoId": "StartLuxAI/Qwen3.6-35B-A3B-OptiQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Iluvatar_bi-150", "taskId": "5539022", "taskType": "text-generation"}
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diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 99f310d1d1..c076c6aa10 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,11 +1,11 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 3746
+    "unified_success_first": 3747
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 31,
     "text-generation|Ascend_910-b3|vllm": 44,
-    "text-generation|Ascend_910-b3|vllm_tokenizer_patch": 261,
+    "text-generation|Ascend_910-b3|vllm_tokenizer_patch": 262,
     "text-generation|Ascend_910-b4|llamacpp": 20,
     "text-generation|Ascend_910-b4|vllm": 36,
     "text-generation|Ascend_910-b4|vllm_tokenizer_patch": 237,
@@ -39,8 +39,8 @@
     "text-generation|hygon_k100-ai|vllm": 35,
     "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 238
   },
-  "acceptedSinceRefresh": 3746,
-  "acceptedTotal": 3746,
-  "generatedAt": "2026-10-14T15:32:04.462472+00:00",
+  "acceptedSinceRefresh": 3747,
+  "acceptedTotal": 3747,
+  "generatedAt": "2026-10-14T16:07:40.377119+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index 9812f15056..73915c8d9e 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -1236,3 +1236,4 @@
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B", "modelId": "XingChen-AGI/Xing4.0-29B-A4B", "submitTime": "2026-10-13T12:30:24.554632+00:00", "targetGpu": "MetaX_c-500", "taskId": "5512351", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-metax-c-500"}
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B", "modelId": "XingChen-AGI/Xing4.0-29B-A4B", "submitTime": "2026-10-13T12:52:58.552750+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5512698", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-ascend-910-b3"}
 {"framework": "vllm-patch-tokenizer", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B", "modelId": "XingChen-AGI/Xing4.0-29B-A4B", "submitTime": "2026-10-13T13:12:18.147765+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5513114", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-patch-tokenizer-hygon-k100-ai"}
+{"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "modelId": "LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "submitTime": "2026-10-14T16:07:40.271573+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5539800", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-ascend-910-b3"}
diff --git a/manifest.json b/manifest.json
index a25aeb8a6b..5317b05899 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "78f07e2bb9dacf1f600a12be0e4342cdef16e1a3922a8f327eb9d8bee5f48363",
     ".modelhub_state/recent_outcomes.jsonl": "530c3f3f681469cb91364456a0b40c6fcc13b4df04b6e2659e523f96bbbc2ce5",
     ".modelhub_state/recovery_active_tasks.jsonl": "321f2cd4a64f88ece04b50dab1577ab55b2df840c6dba016ea5db483f2a55d3f",
-    ".modelhub_state/recovery_intents.jsonl": "8c8fba218d6ce0eb714a9fc70d4e52d7f9e03ab0757053b211a8e2c09cfa2a78",
-    ".modelhub_state/routing_intelligence.json": "ee07d15f46501ad9c03b1f9a54a7e7811ab1ff8cc38a6c6b54c5a0dba0759b12",
+    ".modelhub_state/recovery_intents.jsonl": "01c254ad73d0ce761ee217920237ea315368d9671fc00773600cc6b87b97644a",
+    ".modelhub_state/routing_intelligence.json": "5918b5112be895ab84c8db5b1459f0849dde757ffb713a90fc85291c46024095",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "c6b627ba4bfe6f0f89b6dfc017d052f3b1717feac7f9dd06d3003f04166819a9",
-    "ledger/submissions.jsonl": "959059b0300f99cab7b614d5fee44e94fb18a7447cf367deed6d378c7eda448b",
-    "outcomes/submissions.jsonl": "d9e22cf5a69b3c1b4c75bc7a36621c0b78ed4573add649583978495e31b56c2c"
+    "ledger/submissions.jsonl": "87d1a11ecfcc86f38d23032e0a29e7da3d88d0ab7be0f5e79f551447826de656",
+    "outcomes/submissions.jsonl": "c998a27542d899697d8eee5e88aef1257fee2a64f620ce8959fa72ae7f7a72fc"
   },
-  "generation": 24892,
-  "phase": "intent",
+  "generation": 24893,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-14T16:07:38.834791+00:00",
+  "updatedAt": "2026-10-14T16:07:40.594269+00:00",
   "writerId": "9b5b3ed8772344608455c7e3b71f5c9f"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 2f78673430..4a369f8b9a 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -1088,3 +1088,4 @@
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 {"failReason": null, "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": null, "modelId": "LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "modelProfile": {"architectures": ["Lfm2MoeForCausalLM"], "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 13567294335, "estimatedRequiredGiB": 15.183, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2_moe", "modelscopeFileSize": 13585304925, "modelscopeLicense": "other", "modelscopeParams": null, "modelscopeTags": ["license:other", "model_type:lfm2_moe", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:moe", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 13585304925}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-14T15:32:04.363220+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5539021", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": null, "modelId": "StartLuxAI/Qwen3.6-35B-A3B-OptiQ-4bit", "modelProfile": {"architectures": ["Qwen3_5MoeForConditionalGeneration"], "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 24673571763, "estimatedRequiredGiB": 27.598, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe", "modelscopeFileSize": null, "modelscopeLicense": "apache-2.0", "modelscopeParams": 6522539888, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5_moe", "library:mlx", "library:safetensors", "task:text-generation", "custom_tag:mlx", "custom_tag:quantized", "custom_tag:mixed-precision", "custom_tag:4bit", "custom_tag:8bit", "custom_tag:optiq", "custom_tag:apple-silicon", "custom_tag:text-generation", "custom_tag:qwen3.6"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "recentProfileFeedback": {"attributableFailureCount": 0, "consecutiveFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": {"参数/模板问题": 1}, "failureCount": 1, "failureRate": 1.0, "framework": "vllm_0_17_0_corex_4_4_0", "lastTerminalAt": "2026-10-12T18:40:58.271099+00:00", "modelType": "qwen3_5_moe", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "quantizationMethod": "none", "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", "total": 1, "unresolvedFailureCount": 1}, "repositoryOnDiskBytes": 24693956069}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-14T15:32:04.355811+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5539022", "taskType": "text-generation", "verifyResult": null}
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