diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index f0e8d777ca..2840561b2d 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3308,7 +3308,7 @@
 {"batchId": "294d6bd391bb4243be6015800adabd6c", "completedAt": "2026-10-09T04:19:28.511490+00:00", "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "configSource": "modelhub_live", "createdAt": "2026-10-09T04:17:41.775472+00:00", "framework": "vllm", "intentId": "cfcff0505c2a4792b8c44fbc8fa3d0a4", "lastModified": "2026-10-09T03:41:41+00:00", "modelAddress": "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-Coder-E1", "reason": null, "reconciledAt": "2026-10-09T08:25:52.778895+00:00", "repoId": "tsinghua-sigs-robot-lab/VeriLoop-Coder-E1", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5393947", "taskType": "text-generation"}
 {"batchId": "8d8d8b7800ab496db374e942368d4014", "completedAt": "2026-10-09T06:30:31.171007+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-09T06:28:17.373472+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2fa71741a5914799af449455c92d5844", "lastModified": "2026-10-09T05:34:13+00:00", "modelAddress": "https://modelscope.cn/models/JavaFamily/corvus-gov-3B", "reason": null, "reconciledAt": "2026-10-09T08:25:52.778891+00:00", "repoId": "JavaFamily/corvus-gov-3B", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5395343", "taskType": "text-generation"}
 {"batchId": "28b59ed85cf847c5aa30d1f37ba8510e", "completedAt": "2026-10-09T06:51:12.647543+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-09T06:48:52.989739+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d1039ac785944cd3a38b011ee33cc26e", "lastModified": "2026-10-09T05:34:13+00:00", "modelAddress": "https://modelscope.cn/models/JavaFamily/corvus-gov-3B", "reason": null, "reconciledAt": "2026-10-09T08:25:52.778888+00:00", "repoId": "JavaFamily/corvus-gov-3B", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5395632", "taskType": "text-generation"}
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+{"batchId": "d27bf03114e34a4a8f000a5e09e296f0", "completedAt": "2026-10-09T08:39:45.752343+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-09T08:37:31.187309+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1591104007ff42099d6dd5299018d5e5", "lastModified": "2026-08-26T17:58:02+00:00", "modelAddress": "https://modelscope.cn/models/apodex/Apodex-1.1-mini", "reason": null, "repoId": "apodex/Apodex-1.1-mini", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "submitted", "targetGpu": "Kunlunxin_p-800", "taskId": "5397105", "taskType": "text-generation"}
 {"batchId": "6aa7248a7b3546dba73bdb92d9a77079", "completedAt": "2026-10-07T20:18:36.848910+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-07T19:40:31.784067+00:00", "framework": "vllm_fix_tokenizer", "intentId": "2f0cb6ccdecc4316b55609675cbdd668", "repoId": "mlx-community/Ornith-1.5-9B-OptiQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6aa7248a7b3546dba73bdb92d9a77079", "completedAt": "2026-10-07T20:18:36.848903+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-07T19:40:31.783981+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e743bd075d9a4fef818c147bbe312063", "repoId": "ibm-granite/granite-4.2-30b", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6aa7248a7b3546dba73bdb92d9a77079", "completedAt": "2026-10-07T20:18:36.848900+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-07T19:40:31.783937+00:00", "framework": "vllm_fix_tokenizer", "intentId": "55a1a393950e454a964334b9ea2f0089", "repoId": "danish-foundation-models/DFM-Mimir-v1.5", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 795ba856a0..7426abb2c8 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,6 +1,6 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 3447
+    "unified_success_first": 3448
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 30,
@@ -26,7 +26,7 @@
     "text-generation|Iluvatar_bi-150|vllm_tokenizer_patch": 14,
     "text-generation|Iluvatar_mrv-100|vllm": 151,
     "text-generation|Kunlunxin_p-800|vllm": 64,
-    "text-generation|Kunlunxin_p-800|vllm_fix_tokenizer": 305,
+    "text-generation|Kunlunxin_p-800|vllm_fix_tokenizer": 306,
     "text-generation|Kunlunxin_p-800|vllm_tokenizer_patch": 98,
     "text-generation|MetaX_c-500|vllm": 131,
     "text-generation|MetaX_c-500|vllm_tokenizer_patch": 87,
@@ -39,8 +39,8 @@
     "text-generation|hygon_k100-ai|vllm": 32,
     "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 219
   },
-  "acceptedSinceRefresh": 3447,
-  "acceptedTotal": 3447,
-  "generatedAt": "2026-10-09T06:51:12.550451+00:00",
+  "acceptedSinceRefresh": 3448,
+  "acceptedTotal": 3448,
+  "generatedAt": "2026-10-09T08:39:45.652978+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index c19641aad0..e1294ed943 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -1017,3 +1017,4 @@
 {"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_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/apodex/Apodex-1.1-mini", "modelId": "apodex/Apodex-1.1-mini", "submitTime": "2026-10-09T08:39:44.049853+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "5397105", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-kunlunxin-p-800"}
diff --git a/manifest.json b/manifest.json
index 86607b460f..43018ddcae 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "97f65a6f10b2b499ffcaf5628196eca4fb385d8e8b8e4b52d508189562fcceba",
     ".modelhub_state/recent_outcomes.jsonl": "3aae8721a9f4a81407a1238d4ec52c2dc4edec352148e435711ac1ee1f546ac0",
     ".modelhub_state/recovery_active_tasks.jsonl": "1fab91bfd44dccfbd2d9203b38111444d9eaefb25a0b9accea454efd882ca241",
-    ".modelhub_state/recovery_intents.jsonl": "f9329fcbb847a8b751d38ae27b0018bce04badc7544257bf890169fde63cdd84",
-    ".modelhub_state/routing_intelligence.json": "0dcb0d1832c1c6c4e844738078b5bdcd93abad140160750b2605a6d19d8e3561",
+    ".modelhub_state/recovery_intents.jsonl": "53c03cf26fe1c4ab66afb6c21d43384b78e6c61e069a6108e90daa227676e6e5",
+    ".modelhub_state/routing_intelligence.json": "36ad5e37ab6f955b50e3f69a6e26c8524246cd3616d97519231361ba904b76a4",
     ".modelhub_state/submission_exclusions.jsonl": "dca7091e8b1da8bf9b3ecb95fe573b2a41666601edf86cea13ce9ce738b9eb7b",
     ".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f",
-    "ledger/submissions.jsonl": "13cfd139f02c9779eb8983cb9b8988d6d3f5413909d644b90e98613c80375660",
-    "outcomes/submissions.jsonl": "a41060d0b93f490c1dd01896871a627bde0792f92a029bb0d97b4b8d9022d027"
+    "ledger/submissions.jsonl": "3bd3c9255c74cfbdde098d460fc861ff96114cc33f16264782f540cc6e248564",
+    "outcomes/submissions.jsonl": "6a252a6c83c69994ac6660a093a0367e5fce70ee1007922b9b5b4f25fa8eeee3"
   },
-  "generation": 22524,
-  "phase": "intent",
+  "generation": 22525,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-09T08:37:31.310394+00:00",
+  "updatedAt": "2026-10-09T08:39:45.853655+00:00",
   "writerId": "dc0ce4714e0442da8f6b0a08a8a7cb03"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index b8b031f970..eea1460b64 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -914,3 +914,4 @@
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 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "JavaFamily/corvus-gov-3B", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 6425529048, "estimatedRequiredGiB": 7.2, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 6442887386, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 3212749824, "modelscopeTags": ["license:Apache License 2.0", "model_type:llama3", "library:lora", "library:safetensors", "task:text-generation", "custom_tag:政衡", "custom_tag:政企大模型", "custom_tag:政务 AI 大模型", "custom_tag:JavaFamily", "custom_tag:微调", "custom_tag:LLaMA-Factory", "custom_tag:LoRA", "custom_tag:SFT", "custom_tag:政务领域", "custom_tag:中文对话"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": 6442887386, "quantizationMethod": null, "recursiveRepositoryBytes": 6442887386, "repositoryOnDiskBytes": 6442887386}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-09T06:30:29.249497+00:00", "targetGpu": "MetaX_c-500", "taskId": "5395343", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "JavaFamily/corvus-gov-3B", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 6425529048, "estimatedRequiredGiB": 7.2, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 6442887386, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 3212749824, "modelscopeTags": ["license:Apache License 2.0", "model_type:llama3", "library:lora", "library:safetensors", "task:text-generation", "custom_tag:政衡", "custom_tag:政企大模型", "custom_tag:政务 AI 大模型", "custom_tag:JavaFamily", "custom_tag:微调", "custom_tag:LLaMA-Factory", "custom_tag:LoRA", "custom_tag:SFT", "custom_tag:政务领域", "custom_tag:中文对话"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": 6442887386, "quantizationMethod": null, "recursiveRepositoryBytes": 6442887386, "repositoryOnDiskBytes": 6442887386}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-09T06:51:12.362958+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5395632", "taskType": "text-generation", "verifyResult": null}
+{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": null, "modelId": "apodex/Apodex-1.1-mini", "modelProfile": {"architectures": ["Qwen3_5MoeForConditionalGeneration"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 71903869048, "estimatedRequiredGiB": 80.385, "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": 71926977175, "modelscopeLicense": "apache-2.0", "modelscopeParams": 35951822704, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5_moe", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agent", "custom_tag:apodex", "custom_tag:arxiv:2608.23283"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": 71926977175, "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_fix_tokenizer", "lastTerminalAt": "2026-10-08T16:33:00.970365+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": 1, "unresolvedFailureCount": 1}, "recursiveRepositoryBytes": 71926977175, "repositoryOnDiskBytes": 71926977175}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-09T08:39:44.049853+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "5397105", "taskType": "text-generation", "verifyResult": null}