diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 1a289b0f3c..762c1343d9 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -12,8 +12,8 @@
 {"agentVersion": "2026.10.18.1", "batchId": "ef9fd864a48e426db66e52fd04ed8834", "completedAt": "2026-10-20T04:39:22.059688+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T04:35:28.079771+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2d2be59839d644cc9aefc2c26e994c76", "lastModified": "2026-10-19T08:34:36+00:00", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-Intent-FP8", "reason": null, "reconciledAt": "2026-10-20T16:47:30.856690+00:00", "repoId": "XingChen-AGI/Xing4.0-29B-Intent-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5669004", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "ef9fd864a48e426db66e52fd04ed8834", "completedAt": "2026-10-20T04:39:22.059690+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T04:35:28.079817+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "47317a8c0db845998070396bf031170d", "lastModified": "2026-10-19T15:18:16+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX", "reason": null, "reconciledAt": "2026-10-20T16:47:30.856379+00:00", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5669006", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "ef9fd864a48e426db66e52fd04ed8834", "completedAt": "2026-10-20T04:39:22.059692+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T04:35:28.079863+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "55cc4a14e4f349e6a45532c741a8591f", "lastModified": "2026-10-19T17:03:22+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-20T16:47:30.855956+00:00", "repoId": "cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5669003", "taskType": "text-generation"}
-{"agentVersion": "2026.10.18.1", "batchId": "e9128581124342918a114ec04b6fe1cd", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T16:59:46.372153+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "a422033cc4bd4f948c6f30462931258b", "lastModified": "2026-10-20T13:37:13+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-INT4", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
-{"agentVersion": "2026.10.18.1", "batchId": "e9128581124342918a114ec04b6fe1cd", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T16:59:46.372248+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "64628312fdfb437c82ccb593230a538c", "lastModified": "2026-10-20T14:01:12+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-FP8", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "e9128581124342918a114ec04b6fe1cd", "completedAt": "2026-10-20T17:01:25.073703+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T16:59:46.372248+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "64628312fdfb437c82ccb593230a538c", "lastModified": "2026-10-20T14:01:12+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-FP8", "reason": null, "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "submitted", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5679352", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "e9128581124342918a114ec04b6fe1cd", "completedAt": "2026-10-20T17:01:25.073691+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T16:59:46.372153+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "a422033cc4bd4f948c6f30462931258b", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "cd9048817b0044729a50e8ed08e8a2be", "completedAt": "2026-10-20T16:57:16.572651+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T16:55:26.945805+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "f53d1a8fdcae4f54885591b4edb24e27", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "fd4018611cf84b59a0128b996df53682", "completedAt": "2026-10-20T16:52:34.464869+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T16:49:59.771172+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2dc9913e11c946a283eb9f71da93262f", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "0f176c96c55843ff809422fbe6c5c2ac", "completedAt": "2026-10-20T16:47:22.564455+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T16:45:39.054732+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "382edf6420f74bb399cd591562a91c5d", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
@@ -313,4 +313,3 @@
 {"agentVersion": "2026.10.18.1", "batchId": "98f85d9e47504510886f25ca5257f058", "completedAt": "2026-10-19T16:58:12.476436+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:58:10.558279+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "6c65c1419fc34fcc8476e1e2deb2cfcb", "repoId": "cpatonn-mirror/Jan-v1-2509-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "d795b9b0b7334d73a1c776329ff5621a", "completedAt": "2026-10-19T16:56:50.269766+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:56:48.665022+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "b749ae8a16104eda9f95a0d295f2e5fa", "repoId": "cpatonn-mirror/Jan-v1-4B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "2c01eeaabbbd4828bbb8dd71c270ffc8", "completedAt": "2026-10-19T16:54:17.361054+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:52:56.966956+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "02fa6c67d99c47e79600ca7f063a2666", "repoId": "cyankiwi/Ornith-1.0-9B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"agentVersion": "2026.10.18.1", "batchId": "70521cbc61e34cc894b0883707c6f8bf", "completedAt": "2026-10-19T16:50:30.590767+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:49:13.752217+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "c9927efa2fa143a1aeae6735b8aabc8a", "repoId": "cyankiwi/Ornith-1.0-9B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index bd79c07825..9ce9c9bb72 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,15 +1,15 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 14
+    "unified_success_first": 15
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 1,
     "text-generation|Ascend_910-b3|vllm_tokenizer_patch": 1,
-    "text-generation|MetaX_c-500|vllm_tokenizer_patch": 11,
+    "text-generation|MetaX_c-500|vllm_tokenizer_patch": 12,
     "text-generation|hygon_k100-ai|llamacpp": 1
   },
-  "acceptedSinceRefresh": 14,
-  "acceptedTotal": 14,
-  "generatedAt": "2026-10-20T16:57:16.564539+00:00",
+  "acceptedSinceRefresh": 15,
+  "acceptedTotal": 15,
+  "generatedAt": "2026-10-20T17:01:25.066354+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index 0f3df1112c..4b3f280326 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -12,3 +12,4 @@
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-Intent-FP8", "modelId": "XingChen-AGI/Xing4.0-29B-Intent-FP8", "submitTime": "2026-10-20T04:35:30.560260+00:00", "targetGpu": "MetaX_c-500", "taskId": "5669004", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-metax-c-500"}
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX", "modelId": "ukisai/Swift-1.5-4bit-MLX", "submitTime": "2026-10-20T04:35:30.652540+00:00", "targetGpu": "MetaX_c-500", "taskId": "5669006", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-metax-c-500"}
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit", "modelId": "cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit", "submitTime": "2026-10-20T04:35:30.562788+00:00", "targetGpu": "MetaX_c-500", "taskId": "5669003", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-metax-c-500"}
+{"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-FP8", "modelId": "cyankiwi/Ornith-1.0-35B-AWQ-FP8", "submitTime": "2026-10-20T16:59:48.151899+00:00", "targetGpu": "MetaX_c-500", "taskId": "5679352", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-metax-c-500"}
diff --git a/manifest.json b/manifest.json
index c6bc1c6c61..3c30bff6f2 100644
--- a/manifest.json
+++ b/manifest.json
@@ -9,15 +9,15 @@
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "1cdebdd6e8eb7c084a610ef90e169fdb8b1fe335b8fb1ad8e2f42d7e20b82a16",
-    ".modelhub_state/recovery_intents.jsonl": "a49941034d8ee2ff406fed43682a96a6c5d92cad9a5c7af2977bba306549cf3e",
-    ".modelhub_state/routing_intelligence.json": "86b57adadc32281e1e9b997996378d22b1d340ff1afbdd6ece568c44aa02523c",
+    ".modelhub_state/recovery_intents.jsonl": "6c7b53de17817168975e7ef07090241b8587705945e584f66b0f69b3e7cec925",
+    ".modelhub_state/routing_intelligence.json": "9f6f3076d4ec1b5da91338c16954305dc7fc28299c391c6d4fc2a37df4401e25",
     ".modelhub_state/submission_exclusions.jsonl": "b80050ff42c4017b85f19dd9287a636cd3e86abe78256630d38791199e3b7606",
-    "ledger/submissions.jsonl": "ba561df7b7f0cffa775fc0fb32947542395b19cd5adcf671ee96eb929cf49aec",
-    "outcomes/submissions.jsonl": "bb1131ecc740113326294de1cedc0398c82913cb1e0d929ebf3be910034b5e03"
+    "ledger/submissions.jsonl": "b11ca9b44ced39fb4d08b273307db024aa2e698c9321e848b170c822675ca2ce",
+    "outcomes/submissions.jsonl": "cfd902502d1b6f64b48c973905aa7189f89b15d467b1716d23cb0ad3192136a2"
   },
-  "generation": 1202,
-  "phase": "intent",
+  "generation": 1203,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T16:59:46.446668+00:00",
+  "updatedAt": "2026-10-20T17:01:25.125391+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 68d3db4160..4aac4039a2 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -40,3 +40,4 @@
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-10-20T12:39:59.247640+00:00", "modelId": "mlx-community/MiMo-V2.6-Distill-Qwen-9B-OptiQ-4bit", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-20T12:30:52+00:00", "targetGpu": "Biren_166m", "taskId": "5320462", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-10-20T12:39:59.247655+00:00", "modelId": "mlx-community/MiMo-V2.6-Distill-Qwen-9B-OptiQ-4bit", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-20T12:30:52+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5353403", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-10-20T12:39:59.247681+00:00", "modelId": "mlx-community/MiMo-V2.6-Distill-Qwen-9B-OptiQ-4bit", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-20T12:30:52+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "5520133", "taskType": "text-generation", "verifyResult": null}
+{"agentVersion": "2026.10.18.1", "failReason": null, "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "lastSyncTime": null, "modelId": "cyankiwi/Ornith-1.0-35B-AWQ-FP8", "modelProfile": {"architectures": ["Qwen3_5MoeForConditionalGeneration"], "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 38073808064, "estimatedRequiredGiB": 42.59, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe", "modelscopeFileSize": 38108913596, "modelscopeLicense": "mit", "modelscopeParams": 35107181936, "modelscopeTags": ["license:mit", "model_type:qwen3_5_moe", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": 38108913596, "quantizationMethod": "compressed-tensors", "recursiveRepositoryBytes": 38108913596, "repositoryOnDiskBytes": 38108913596}, "outcome": "pending", "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "submitTime": "2026-10-20T16:59:48.151899+00:00", "targetGpu": "MetaX_c-500", "taskId": "5679352", "taskType": "text-generation", "verifyResult": null}