diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 9380b27ebf..15bd157e46 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3130,7 +3130,7 @@
 {"batchId": "50a9ebb7692d48339c15535bdb372644", "completedAt": "2026-10-07T12:25:05.453505+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-07T11:46:54.979541+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0df5632d5dc6451a99753d65353bb61f", "lastModified": "2026-10-01T05:45:00+00:00", "modelAddress": "https://modelscope.cn/models/shisa-ai/shisa-de-1-FP8-dynamic", "reason": null, "reconciledAt": "2026-10-07T12:52:18.188107+00:00", "repoId": "shisa-ai/shisa-de-1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Iluvatar_bi-150", "taskId": "5353705", "taskType": "text-generation"}
 {"batchId": "3964fb02ab9348caad5978268a62dd31", "completedAt": "2026-10-07T12:28:45.996886+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-07T12:27:29.317525+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d9a893495bb94bc38341c7d3585e889b", "lastModified": "2026-10-07T05:29:24+00:00", "modelAddress": "https://modelscope.cn/models/raincandy-u/MacroStories", "reason": null, "reconciledAt": "2026-10-07T12:52:18.190229+00:00", "repoId": "raincandy-u/MacroStories", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5354213", "taskType": "text-generation"}
 {"batchId": "a98984bf0d4a45728c0d18e711a7598d", "completedAt": "2026-10-07T12:43:49.548374+00:00", "configFingerprint": "26bfee231695e882b96dee0191bc1dfec25bcad132af96a7ee5f0e26f3cb9fdc", "configSource": "modelhub_live", "createdAt": "2026-10-07T12:43:45.781885+00:00", "framework": "vllm_tokenizer_patch", "intentId": "49580cd112b94296b74d0640d8cee58c", "lastModified": "2026-10-07T05:29:24+00:00", "modelAddress": "https://modelscope.cn/models/raincandy-u/MacroStories", "reason": null, "reconciledAt": "2026-10-07T12:52:18.186724+00:00", "repoId": "raincandy-u/MacroStories", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5354417", "taskType": "text-generation"}
-{"batchId": "15b9652354784b3a8fc6b436379f0b06", "configFingerprint": "1a93fa08e096ea6199b10994f8676be8fc032d458e70f127ff1c57cd7cfe44fa", "configSource": "modelhub_live", "createdAt": "2026-10-07T13:00:00.106946+00:00", "framework": "vllm-mlu", "intentId": "f1c5878006d04fd698cb4ce70c708901", "lastModified": "2026-10-07T05:29:24+00:00", "modelAddress": "https://modelscope.cn/models/raincandy-u/MacroStories", "repoId": "raincandy-u/MacroStories", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation"}
+{"batchId": "15b9652354784b3a8fc6b436379f0b06", "completedAt": "2026-10-07T13:01:27.593050+00:00", "configFingerprint": "1a93fa08e096ea6199b10994f8676be8fc032d458e70f127ff1c57cd7cfe44fa", "configSource": "modelhub_live", "createdAt": "2026-10-07T13:00:00.106946+00:00", "framework": "vllm-mlu", "intentId": "f1c5878006d04fd698cb4ce70c708901", "lastModified": "2026-10-07T05:29:24+00:00", "modelAddress": "https://modelscope.cn/models/raincandy-u/MacroStories", "reason": null, "repoId": "raincandy-u/MacroStories", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "submitted", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "5354623", "taskType": "text-generation"}
 {"batchId": "50a9ebb7692d48339c15535bdb372644", "completedAt": "2026-10-07T12:25:05.453499+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-10-07T11:46:54.979452+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "9db5c28a403e4121ba05d3149383438d", "repoId": "nkkbr/Mini-K3-1H-attn-2kda-2mla-nope-v2", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
 {"batchId": "50a9ebb7692d48339c15535bdb372644", "completedAt": "2026-10-07T12:25:05.453497+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-10-07T11:46:54.979406+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "af404f0d8a60488782d86143f0c24cdf", "repoId": "nkkbr/Mini-K3-1H-attn-1kda-3mla-nope-v2", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
 {"batchId": "50a9ebb7692d48339c15535bdb372644", "completedAt": "2026-10-07T12:25:05.453494+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-10-07T11:46:54.979349+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "6291da14aded44cfb39d9b8b98c632e7", "repoId": "mlx-community/Ornith-1.5-9B-OptiQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index fa2a251101..ab01e92dde 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,6 +1,6 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 3269
+    "unified_success_first": 3270
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 29,
@@ -16,7 +16,7 @@
     "text-generation|Cambricon_mlu-370-x4|vllm-mlu": 150,
     "text-generation|Cambricon_mlu-370-x8|vllm": 56,
     "text-generation|Cambricon_mlu-370-x8|vllm-customized": 71,
-    "text-generation|Cambricon_mlu-370-x8|vllm-mlu": 172,
+    "text-generation|Cambricon_mlu-370-x8|vllm-mlu": 173,
     "text-generation|Iluvatar_bi-100|transformers": 20,
     "text-generation|Iluvatar_bi-150|llamacpp": 22,
     "text-generation|Iluvatar_bi-150|transformers": 46,
@@ -39,8 +39,8 @@
     "text-generation|hygon_k100-ai|vllm": 30,
     "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 218
   },
-  "acceptedSinceRefresh": 3269,
-  "acceptedTotal": 3269,
-  "generatedAt": "2026-10-07T12:43:49.477589+00:00",
+  "acceptedSinceRefresh": 3270,
+  "acceptedTotal": 3270,
+  "generatedAt": "2026-10-07T13:01:27.452427+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index 389f3b1d22..15b4b24c8e 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -1044,7 +1044,6 @@
 {"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/shisa-ai/shisa-de-1-FP8-dynamic", "modelId": "shisa-ai/shisa-de-1-FP8-dynamic", "submitTime": "2026-10-07T12:10:56.958963+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5353705", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-iluvatar-bi-150"}
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/raincandy-u/MacroStories", "modelId": "raincandy-u/MacroStories", "submitTime": "2026-10-07T12:27:30.947772+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5354213", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-ascend-910-b4"}
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/raincandy-u/MacroStories", "modelId": "raincandy-u/MacroStories", "submitTime": "2026-10-07T12:43:49.381557+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5354417", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-ascend-910-b3"}
-{"framework": "transformers", "modelAddress": "https://modelscope.cn/models/Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed-FP16", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed-FP16", "submitTime": "2026-09-20T20:09:23.997557+00:00", "targetGpu": "Iluvatar_bi-100", "taskId": "4986862", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-transformers-iluvatar-bi-100"}
 {"framework": "transformers", "modelAddress": "https://modelscope.cn/models/Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed", "submitTime": "2026-09-20T20:09:23.969433+00:00", "targetGpu": "Iluvatar_bi-100", "taskId": "4986859", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-transformers-iluvatar-bi-100"}
 {"framework": "transformers", "modelAddress": "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT", "modelId": "BAAI/RoboBrain2.5-8B-MT", "submitTime": "2026-09-20T20:09:23.991772+00:00", "targetGpu": "Iluvatar_bi-100", "taskId": "4986860", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-transformers-iluvatar-bi-100"}
 {"framework": "transformers", "modelAddress": "https://modelscope.cn/models/mlx-community/gemma-4-12B-it-qat-OptiQ-4bit", "modelId": "mlx-community/gemma-4-12B-it-qat-OptiQ-4bit", "submitTime": "2026-09-20T20:09:24.258178+00:00", "targetGpu": "Iluvatar_bi-100", "taskId": "4986871", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-transformers-iluvatar-bi-100"}
@@ -1163,3 +1162,4 @@
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/groxaxo/Hemmingway-1-oQ5-MLX", "modelId": "groxaxo/Hemmingway-1-oQ5-MLX", "submitTime": "2026-10-06T22:44:43.576920+00:00", "targetGpu": "MetaX_c-500", "taskId": "5343307", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-metax-c-500"}
 {"framework": "vllm-patch-tokenizer", "modelAddress": "https://modelscope.cn/models/groxaxo/Hemmingway-1-oQ5-MLX", "modelId": "groxaxo/Hemmingway-1-oQ5-MLX", "submitTime": "2026-10-06T23:17:07.153265+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5343702", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-patch-tokenizer-hygon-k100-ai"}
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/mlx-community/Ornith-1.5-9B-OptiQ-4bit", "modelId": "mlx-community/Ornith-1.5-9B-OptiQ-4bit", "submitTime": "2026-10-07T03:47:04.956076+00:00", "targetGpu": "MetaX_c-500", "taskId": "5347242", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-metax-c-500"}
+{"framework": "vllm-mlu", "modelAddress": "https://modelscope.cn/models/raincandy-u/MacroStories", "modelId": "raincandy-u/MacroStories", "submitTime": "2026-10-07T13:00:04.895946+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "5354623", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-mlu-cambricon-mlu-370-x8"}
diff --git a/manifest.json b/manifest.json
index 3e9a460629..ac2df6ed15 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "7f569be3fbe746570a2cdb33f54784d130294aa154d93e9ad9102b01386bc4cf",
     ".modelhub_state/recent_outcomes.jsonl": "a43ca3c2c42cb549a24e835b705b2b2abb532a0fd22bafcdd0ec16b44eff06f1",
     ".modelhub_state/recovery_active_tasks.jsonl": "ef8337d8e21db1863280e862ec62a7ccb8756de892190cda7505d302468e41d8",
-    ".modelhub_state/recovery_intents.jsonl": "4f4e063cfb6582585a4923c530b00a697df9d14887ce80e4b95290b780f4b0b8",
-    ".modelhub_state/routing_intelligence.json": "e11d784ab95f83dc97ad74d5d81391de37a471f222769ae1b6c81c7d231e35b6",
+    ".modelhub_state/recovery_intents.jsonl": "b0dd944812e1cd99f136501831e3dada83de851ec9af4d327faf50c9341e053b",
+    ".modelhub_state/routing_intelligence.json": "1c4606ee1abc00148e8ff92a3e579c737f6375addbc38f377fbccee4eb728764",
     ".modelhub_state/submission_exclusions.jsonl": "dca7091e8b1da8bf9b3ecb95fe573b2a41666601edf86cea13ce9ce738b9eb7b",
     ".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f",
-    "ledger/submissions.jsonl": "7873057186ccfb89ac850fcee8c22af07b41570173b07b9d5691d3c3347ecd27",
-    "outcomes/submissions.jsonl": "5f83639e6807c7d4b5ca6d9ecee1119a55b42e1ac871196b287c762b0d87d0be"
+    "ledger/submissions.jsonl": "f4f0b28bb73d7ed7f85cff8c6307d9a19069d160142650211987353beddffb5f",
+    "outcomes/submissions.jsonl": "00d60aaf475ec35ea8a076603027546253597c8edb37dd5e8754f733e0f1515b"
   },
-  "generation": 21822,
-  "phase": "intent",
+  "generation": 21823,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-07T13:00:00.296554+00:00",
+  "updatedAt": "2026-10-07T13:01:27.746805+00:00",
   "writerId": "33ed03361c5848e88b8ce6204fb4f7d2"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 9589e007bc..6cf8aff53a 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -1079,3 +1079,4 @@
 {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": null, "modelId": "shisa-ai/shisa-de-1-FP8-dynamic", "modelProfile": {"architectures": ["Gemma4ForConditionalGeneration"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 27165329828, "estimatedRequiredGiB": 30.398, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "gemma4", "modelscopeFileSize": 27200059979, "modelscopeLicense": "apache-2.0", "modelscopeParams": 1144510513, "modelscopeTags": ["license:apache-2.0", "model_type:gemma4", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:decision-engine", "custom_tag:system-one", "custom_tag:text-classification", "custom_tag:gemma", "custom_tag:fp8", "custom_tag:compressed-tensors", "custom_tag:llm-compressor"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 27200059979}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-07T12:10:56.958963+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5353705", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "raincandy-u/MacroStories", "modelProfile": {"architectures": ["OuroForCausalLM"], "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 81364, "estimatedRequiredGiB": 0.0, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "ouro", "modelscopeFileSize": 154520, "modelscopeLicense": null, "modelscopeParams": null, "modelscopeTags": ["model_type:ouro", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:custom-code", "custom_tag:storytelling", "custom_tag:small-language-model", "custom_tag:recurrent-depth", "custom_tag:synthetic-data"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 154520}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-07T12:27:30.947772+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5354213", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "raincandy-u/MacroStories", "modelProfile": {"architectures": ["OuroForCausalLM"], "configFingerprint": "26bfee231695e882b96dee0191bc1dfec25bcad132af96a7ee5f0e26f3cb9fdc", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 81364, "estimatedRequiredGiB": 0.0, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "ouro", "modelscopeFileSize": 154520, "modelscopeLicense": null, "modelscopeParams": null, "modelscopeTags": ["model_type:ouro", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:custom-code", "custom_tag:storytelling", "custom_tag:small-language-model", "custom_tag:recurrent-depth", "custom_tag:synthetic-data"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 154520}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-07T12:43:49.381557+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5354417", "taskType": "text-generation", "verifyResult": null}
+{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": null, "modelId": "raincandy-u/MacroStories", "modelProfile": {"architectures": ["OuroForCausalLM"], "configFingerprint": "1a93fa08e096ea6199b10994f8676be8fc032d458e70f127ff1c57cd7cfe44fa", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 81364, "estimatedRequiredGiB": 0.0, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "ouro", "modelscopeFileSize": 154520, "modelscopeLicense": null, "modelscopeParams": null, "modelscopeTags": ["model_type:ouro", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:custom-code", "custom_tag:storytelling", "custom_tag:small-language-model", "custom_tag:recurrent-depth", "custom_tag:synthetic-data"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 154520}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-07T13:00:04.895946+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "5354623", "taskType": "text-generation", "verifyResult": null}