diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 8dadf20f7a..b9575a67fd 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3321,7 +3321,7 @@
 {"batchId": "eb9af2590179407cae8408e1c3bcb4f7", "completedAt": "2026-10-11T05:58:31.856114+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-11T05:57:35.789194+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0b0b38764017422fa6d380fd77755c13", "lastModified": "2026-10-11T05:50:54+00:00", "modelAddress": "https://modelscope.cn/models/Akahsizrr/Cyber-Prime-1.2", "reason": null, "reconciledAt": "2026-10-11T10:14:44.457880+00:00", "repoId": "Akahsizrr/Cyber-Prime-1.2", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5453991", "taskType": "text-generation"}
 {"batchId": "70e3492791ee4de9a4ed28c7c26484c5", "completedAt": "2026-10-11T06:15:37.873367+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-11T06:14:24.517304+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e14bd5738fde4e429c2e01846ccd7756", "lastModified": "2026-10-11T05:50:54+00:00", "modelAddress": "https://modelscope.cn/models/Akahsizrr/Cyber-Prime-1.2", "reason": null, "reconciledAt": "2026-10-11T10:14:44.457878+00:00", "repoId": "Akahsizrr/Cyber-Prime-1.2", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5454316", "taskType": "text-generation"}
 {"batchId": "0a6825aa10a14263b6854b9b879c2a63", "completedAt": "2026-10-11T10:03:38.029621+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-11T10:02:28.427819+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4b9dfc6472714e08bddb05a450a2a7f1", "lastModified": "2026-10-08T18:40:01+00:00", "modelAddress": "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking", "reason": null, "reconciledAt": "2026-10-11T10:14:44.457876+00:00", "repoId": "JetBrains/Mellum2.1-12B-A2.5B-Thinking", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5459634", "taskType": "text-generation"}
-{"batchId": "3e41fccc5f8c4d12ac7891565f2d108e", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-11T10:19:26.652861+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e13879ec58ce423c806e3e55957143fe", "lastModified": "2026-10-08T18:40:01+00:00", "modelAddress": "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking", "repoId": "JetBrains/Mellum2.1-12B-A2.5B-Thinking", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "3e41fccc5f8c4d12ac7891565f2d108e", "completedAt": "2026-10-11T10:20:35.516526+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-11T10:19:26.652861+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e13879ec58ce423c806e3e55957143fe", "lastModified": "2026-10-08T18:40:01+00:00", "modelAddress": "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking", "reason": null, "repoId": "JetBrains/Mellum2.1-12B-A2.5B-Thinking", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "submitted", "targetGpu": "Ascend_910-b3", "taskId": "5459914", "taskType": "text-generation"}
 {"batchId": "64ef2259965a4a47875e42e124456e7a", "completedAt": "2026-10-10T08:22:29.829255+00:00", "configFingerprint": "014e4c7848d2739d8b20b385d6b85827a2fc5723d3b5a17c03afbd67c56275d9", "configSource": "modelhub_live", "createdAt": "2026-10-10T08:19:42.281118+00:00", "framework": "llamacpp", "intentId": "1c4c57e0fcb04deda8bccda4d928eff0", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
 {"batchId": "04247231908a4293bb90fcfb6ceb1b21", "completedAt": "2026-10-10T03:37:10.311161+00:00", "configFingerprint": "41b32e99f4cd3b280f48beb66666c48e543570dbfdee61682247438440dae4f3", "configSource": "modelhub_live", "createdAt": "2026-10-10T03:35:16.235834+00:00", "framework": "llamacpp", "intentId": "7ec4fc2708014d83955beed36401eb73", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "uniqueness_rejected", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
 {"batchId": "defc40efc99547dea797f26d6a4c1a65", "completedAt": "2026-10-10T03:33:51.337890+00:00", "configFingerprint": "b6b49b497726342799df1608aa88399dc2d2712f97d7f1eb9fbc89c5b78f2c4c", "configSource": "modelhub_live", "createdAt": "2026-10-10T03:32:02.289053+00:00", "framework": "llamacpp", "intentId": "4dc3d20711774633bcaa193b5c6032ab", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 2fa3b07165..414a1c2659 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,11 +1,11 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 3460
+    "unified_success_first": 3461
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 30,
     "text-generation|Ascend_910-b3|vllm": 44,
-    "text-generation|Ascend_910-b3|vllm_tokenizer_patch": 246,
+    "text-generation|Ascend_910-b3|vllm_tokenizer_patch": 247,
     "text-generation|Ascend_910-b4|llamacpp": 18,
     "text-generation|Ascend_910-b4|vllm": 34,
     "text-generation|Ascend_910-b4|vllm_tokenizer_patch": 227,
@@ -39,8 +39,8 @@
     "text-generation|hygon_k100-ai|vllm": 32,
     "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 219
   },
-  "acceptedSinceRefresh": 3460,
-  "acceptedTotal": 3460,
-  "generatedAt": "2026-10-11T10:03:37.980349+00:00",
+  "acceptedSinceRefresh": 3461,
+  "acceptedTotal": 3461,
+  "generatedAt": "2026-10-11T10:20:35.462298+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index 3c10ce3928..b627ebe4c9 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -977,3 +977,4 @@
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-attnres-block2-v1_B", "modelId": "nkkbr/Mini-K3-1H-attnres-block2-v1_B", "submitTime": "2026-10-08T11:06:58.768281+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5378776", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-ascend-910-b3"}
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-decay-g64-v2_B", "modelId": "nkkbr/Mini-K3-1H-decay-g64-v2_B", "submitTime": "2026-10-08T11:06:58.769835+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5378775", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-ascend-910-b3"}
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-kda-kernel-64-v2", "modelId": "nkkbr/Mini-K3-1H-kda-kernel-64-v2", "submitTime": "2026-10-08T11:06:58.772405+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5378777", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-ascend-910-b3"}
+{"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking", "modelId": "JetBrains/Mellum2.1-12B-A2.5B-Thinking", "submitTime": "2026-10-11T10:20:35.344324+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5459914", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-ascend-910-b3"}
diff --git a/manifest.json b/manifest.json
index c44ff7332c..8a45482a02 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "4e5bc8624841298c9b1676b3851939cc266c7371e9f20157738746816d56284b",
     ".modelhub_state/recent_outcomes.jsonl": "80da7e34893c7f23d6e780c3c8969ebd88930069ae3a5e8b4e10bd4228996516",
     ".modelhub_state/recovery_active_tasks.jsonl": "f62315ca8fa75505b7d4aec42212d10aae3df04dae3f861bcc8f75bf9145a934",
-    ".modelhub_state/recovery_intents.jsonl": "8f6a030d6270be837f59a45733a8224905a6f1086d4af1b971f8bcfc41774021",
-    ".modelhub_state/routing_intelligence.json": "a1fa541ab3e69c8086d6d7ff09d708d0d0288d1cb6d942ecd17bd7cb9dacb43d",
+    ".modelhub_state/recovery_intents.jsonl": "7689811b14015ce5c012469e7df380c96ba29b19c8afc7ae8515f25c36797a33",
+    ".modelhub_state/routing_intelligence.json": "4600c47e118f9f924dd3f0ffc6ca1ce2f2e3f3d8ca3bb95229413d8bcf3a969d",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f",
-    "ledger/submissions.jsonl": "ff97673e59c56259dd428289f4582b894d39eb8dcf1995a850df8ef440ba9df6",
-    "outcomes/submissions.jsonl": "33b5340f8d8b6bfc1e5ef3de47f7d415b6541235844d2309052ba5c44eead965"
+    "ledger/submissions.jsonl": "e3c53737baea257978733819931be482baba9914ffbd3d86e8fbaf4c5d8dcaac",
+    "outcomes/submissions.jsonl": "a536174ce525a00802dc1011d4faf67f697b578331466e9fec269495bae28a6d"
   },
-  "generation": 23448,
-  "phase": "intent",
+  "generation": 23449,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-11T10:19:26.792338+00:00",
+  "updatedAt": "2026-10-11T10:20:35.625037+00:00",
   "writerId": "43462b8a22de474db5c83d43b475a356"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 556994626b..d4bdc6e583 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -832,3 +832,4 @@
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "Akahsizrr/Cyber-Prime-1.2", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5394427448, "estimatedRequiredGiB": 6.049, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": null, "modelscopeLicense": "other", "modelscopeParams": null, "modelscopeTags": ["license:other", "model_type:lfm2", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:cybersecurity", "custom_tag:cyberbench", "custom_tag:threat-intelligence", "custom_tag:named-entity-recognition", "custom_tag:phishing-detection", "custom_tag:http-anomaly-detection", "custom_tag:lfm2", "custom_tag:2.6b"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": null, "quantizationMethod": null, "recentProfileFeedback": {"attributableFailureCount": 0, "consecutiveFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": {"ambiguous_runtime": 1}, "failureCount": 1, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "lastTerminalAt": "2026-10-09T20:13:21.379246+00:00", "modelType": "lfm2", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "quantizationMethod": "none", "successCount": 0, "successRate": 0.0, "targetGpu": "MetaX_c-500", "taskType": "text-generation", "total": 1, "unresolvedFailureCount": 1}, "recursiveRepositoryBytes": 5412820060, "repositoryOnDiskBytes": 5412820060}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-11T05:58:30.747267+00:00", "targetGpu": "MetaX_c-500", "taskId": "5453991", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "Akahsizrr/Cyber-Prime-1.2", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5394427448, "estimatedRequiredGiB": 6.049, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": null, "modelscopeLicense": "other", "modelscopeParams": null, "modelscopeTags": ["license:other", "model_type:lfm2", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:cybersecurity", "custom_tag:cyberbench", "custom_tag:threat-intelligence", "custom_tag:named-entity-recognition", "custom_tag:phishing-detection", "custom_tag:http-anomaly-detection", "custom_tag:lfm2", "custom_tag:2.6b"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": null, "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_tokenizer_patch", "lastTerminalAt": "2026-10-10T09:26:43.784451+00:00", "modelType": "lfm2", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "quantizationMethod": "none", "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", "total": 2, "unresolvedFailureCount": 2}, "recursiveRepositoryBytes": 5412820060, "repositoryOnDiskBytes": 5412820060}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-11T06:15:37.653185+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5454316", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "JetBrains/Mellum2.1-12B-A2.5B-Thinking", "modelProfile": {"architectures": ["MellumForCausalLM"], "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 24300538808, "estimatedRequiredGiB": 27.167, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "mellum", "modelscopeFileSize": null, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "model_type:mellum", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": null, "quantizationMethod": null, "recursiveRepositoryBytes": 24308363631, "repositoryOnDiskBytes": 24308363631}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-11T10:03:37.849451+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5459634", "taskType": "text-generation", "verifyResult": null}
+{"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "JetBrains/Mellum2.1-12B-A2.5B-Thinking", "modelProfile": {"architectures": ["MellumForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 24300538808, "estimatedRequiredGiB": 27.167, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "mellum", "modelscopeFileSize": null, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "model_type:mellum", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": null, "quantizationMethod": null, "recursiveRepositoryBytes": 24308363631, "repositoryOnDiskBytes": 24308363631}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-11T10:20:35.344324+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5459914", "taskType": "text-generation", "verifyResult": null}