diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3681455b69..e5c0a24451 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -957,7 +957,7 @@
 {"batchId": "75da9fe5c33f4b088e8540f801803e73", "completedAt": "2026-09-19T16:41:09.029877+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-19T16:40:48.731655+00:00", "framework": "vllm_fix_tokenizer", "intentId": "762cbdab35b54ed684f8b85f245e3ea2", "lastModified": "2026-09-19T14:04:43+00:00", "modelAddress": "https://modelscope.cn/models/logic65/Whittle-Qwen-3.8-35B-A3B", "reason": null, "reconciledAt": "2026-09-19T16:55:47.977996+00:00", "repoId": "logic65/Whittle-Qwen-3.8-35B-A3B", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "4960317", "taskType": "text-generation"}
 {"batchId": "75da9fe5c33f4b088e8540f801803e73", "completedAt": "2026-09-19T16:41:09.029880+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-09-19T16:40:48.731704+00:00", "framework": "vllm", "intentId": "b5bcbeeab06a430ebdb4bf5cba7b4a8d", "lastModified": "2026-09-19T12:07:43+00:00", "modelAddress": "https://modelscope.cn/models/Arain119/Sophia", "reason": null, "reconciledAt": "2026-09-19T16:55:47.978376+00:00", "repoId": "Arain119/Sophia", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "4960315", "taskType": "text-generation"}
 {"batchId": "3c994e97268e48fba92dd1385508e99d", "completedAt": "2026-09-19T16:52:28.291101+00:00", "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "configSource": "modelhub_live", "createdAt": "2026-09-19T16:52:13.307649+00:00", "framework": "vllm", "intentId": "c8b73c994857460cb2cb0e5848cd68c9", "lastModified": "2026-09-13T05:35:22+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/Spark-X2.5-4B-OptiQ-4bit", "reason": null, "reconciledAt": "2026-09-19T16:55:47.978279+00:00", "repoId": "mlx-community/Spark-X2.5-4B-OptiQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "4960435", "taskType": "text-generation"}
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+{"batchId": "c2f0aedafcea47788efe7d2db16b730c", "completedAt": "2026-09-19T17:00:55.031313+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-09-19T17:00:41.777178+00:00", "framework": "vllm-mlu", "intentId": "847faaebe80b4ab4bfa4f0faa4c103e4", "lastModified": "2026-09-19T12:07:43+00:00", "modelAddress": "https://modelscope.cn/models/Arain119/Sophia", "reason": null, "repoId": "Arain119/Sophia", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "submitted", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4960599", "taskType": "text-generation"}
 {"batchId": "4cc812b7f6074338b0c6ed46bdd2672b", "completedAt": "2026-09-19T04:58:26.492770+00:00", "configFingerprint": "c240df8c4ef51c3028e28d4dbd670173f9ac1f001d6c73625ec2cdaccb288665", "configSource": "modelhub_live", "createdAt": "2026-09-19T04:58:15.480275+00:00", "framework": "llamacpp", "intentId": "ee86b2205fef40f298072ec892726538", "repoId": "voconly/parakeet-unified-en-0.6b-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
 {"batchId": "8d27d6d5a99748efbdd97223e640c598", "completedAt": "2026-09-18T14:35:12.136557+00:00", "configFingerprint": "359725c5cf0821e26681bc436dad944747db4ac72a1bf9e70b5f6f8e63a023b4", "configSource": "modelhub_live", "createdAt": "2026-09-18T14:35:06.015304+00:00", "framework": "llamacpp", "intentId": "10303336f4f24e2f98aa86764cc2f0fc", "repoId": "voconly/parakeet-unified-en-0.6b-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "uniqueness_rejected", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
 {"batchId": "bfd8069a25c5437f87c1eb1f45b313b1", "completedAt": "2026-09-18T14:33:31.434713+00:00", "configFingerprint": "e1276bf11e548198418262ddca64a6c4514301bb26e65ecc7e04f8d8f0442b6b", "configSource": "modelhub_live", "createdAt": "2026-09-18T14:33:23.815503+00:00", "framework": "llamacpp", "intentId": "3c35cff71fae4e2997f1d1fa492cdda8", "repoId": "voconly/parakeet-unified-en-0.6b-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 5b93dc7c2a..a5381cc811 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,6 +1,6 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 1092
+    "unified_success_first": 1093
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 17,
@@ -13,7 +13,7 @@
     "text-generation|Cambricon_mlu-370-x4|vllm-mlu": 48,
     "text-generation|Cambricon_mlu-370-x8|vllm": 13,
     "text-generation|Cambricon_mlu-370-x8|vllm-customized": 10,
-    "text-generation|Cambricon_mlu-370-x8|vllm-mlu": 76,
+    "text-generation|Cambricon_mlu-370-x8|vllm-mlu": 77,
     "text-generation|Iluvatar_bi-150|llamacpp": 16,
     "text-generation|Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0": 81,
     "text-generation|Iluvatar_mrv-100|vllm": 56,
@@ -27,8 +27,8 @@
     "text-generation|hygon_k100-ai|llamacpp": 17,
     "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 63
   },
-  "acceptedSinceRefresh": 1092,
-  "acceptedTotal": 1092,
-  "generatedAt": "2026-09-19T16:52:28.259530+00:00",
+  "acceptedSinceRefresh": 1093,
+  "acceptedTotal": 1093,
+  "generatedAt": "2026-09-19T17:00:54.961711+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index c576cdad0e..ed13193ee4 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -699,3 +699,4 @@
 {"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed-FP16", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed-FP16", "submitTime": "2026-09-09T21:08:22.097030+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4746441", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-kunlunxin-p-800"}
 {"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/mlx-community/XYZ-Aquila-mini-OptiQ-4bit", "modelId": "mlx-community/XYZ-Aquila-mini-OptiQ-4bit", "submitTime": "2026-09-15T04:40:55.440325+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4866579", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-kunlunxin-p-800"}
 {"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit", "modelId": "mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit", "submitTime": "2026-09-15T04:40:55.438125+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4866581", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-kunlunxin-p-800"}
+{"framework": "vllm-mlu", "modelAddress": "https://modelscope.cn/models/Arain119/Sophia", "modelId": "Arain119/Sophia", "submitTime": "2026-09-19T17:00:42.497473+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4960599", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-mlu-cambricon-mlu-370-x8"}
diff --git a/manifest.json b/manifest.json
index eefbd651d8..61159083d9 100644
--- a/manifest.json
+++ b/manifest.json
@@ -9,16 +9,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "cb7476343c6dd31fba05228054af891c5861bd8e53655f2baec587ba2107b6d7",
     ".modelhub_state/recent_outcomes.jsonl": "2fae2359f00256e76fd8cc884daa5230e899c5fb80cc059aa9b2c78663afbd10",
     ".modelhub_state/recovery_active_tasks.jsonl": "e8501338b6a9e2d0a3f2eb11c434e12c80991d6c348041c3c9ec8667b6503f5f",
-    ".modelhub_state/recovery_intents.jsonl": "aa080a567070e751237c2e77ce4db1ceec324c9d48310205d9a1dce4bd893a69",
-    ".modelhub_state/routing_intelligence.json": "8f6076a95172e3b84748bd7217ef25122d8dc1410db26eda8e4f9c39e663095f",
+    ".modelhub_state/recovery_intents.jsonl": "58114962b16f21fd00acc4d520c5734ce8971ca7f13e77ceb9a8a66a07d6c527",
+    ".modelhub_state/routing_intelligence.json": "20476e0efb8503ea444da775ba50afafee0f815c0872813f689822413e9a6fae",
     ".modelhub_state/submission_exclusions.jsonl": "221be895a524330815b3c5124450b33c94b5f1e68169030c73684bf675d06ec7",
     ".modelhub_state/worker_crashes.jsonl": "a494412048eca6dce83e7284303a6b4b56a445c1274ac201ab8723c739a14f23",
-    "ledger/submissions.jsonl": "9040c2f2f3d4e84c4d4a10c3b6654b9567d7515e29abb5afa291339ef847133f",
-    "outcomes/submissions.jsonl": "8a899398dee97cd7a87dbf7c0cb53855f9c11ada6f6f65e141cfb1a525382d51"
+    "ledger/submissions.jsonl": "6b589a0e2c6ff7443865cf43b4201110f79c711712627b6e53d762535f8521c1",
+    "outcomes/submissions.jsonl": "5ccde46f090d6f589885279684a72576bc909356ddaa73e36c67b2aeeef611f7"
   },
-  "generation": 9911,
-  "phase": "intent",
+  "generation": 9912,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-19T17:00:41.861862+00:00",
+  "updatedAt": "2026-09-19T17:00:55.101803+00:00",
   "writerId": "b4717c3c30654a5585d5941286742f58"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 6b8db51808..efc7dc0c2e 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -499,3 +499,4 @@
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 {"failReason": null, "framework": "vllm", "lastSyncTime": null, "modelId": "Arain119/Sophia", "modelProfile": {"architectures": ["SophiaForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 2226652224, "estimatedRequiredGiB": 7.28, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "sophia_hybrid", "modelscopeFileSize": 6513869659, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 1113293776, "modelscopeTags": ["license:Apache License 2.0", "model_type:sophia_hybrid", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 6513869659}, "outcome": "pending", "status": "pending", "submitTime": "2026-09-19T16:40:56.572866+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4960315", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm", "lastSyncTime": null, "modelId": "mlx-community/Spark-X2.5-4B-OptiQ-4bit", "modelProfile": {"architectures": ["Spark2_5ForCausalLM"], "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 3040272206, "estimatedRequiredGiB": 3.409, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "spark2_5", "modelscopeFileSize": 3050595322, "modelscopeLicense": "apache-2.0", "modelscopeParams": 824389120, "modelscopeTags": ["license:apache-2.0", "model_type:spark2_5", "library:mlx", "library:safetensors", "library:pytorch", "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:spark2_5", "custom_tag:long-context"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 3050595322}, "outcome": "pending", "status": "pending", "submitTime": "2026-09-19T16:52:14.148528+00:00", "targetGpu": "MetaX_c-500", "taskId": "4960435", "taskType": "text-generation", "verifyResult": null}
+{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": null, "modelId": "Arain119/Sophia", "modelProfile": {"architectures": ["SophiaForCausalLM"], "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 2226652224, "estimatedRequiredGiB": 7.28, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "sophia_hybrid", "modelscopeFileSize": 6513869659, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 1113293776, "modelscopeTags": ["license:Apache License 2.0", "model_type:sophia_hybrid", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 6513869659}, "outcome": "pending", "status": "pending", "submitTime": "2026-09-19T17:00:42.497473+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4960599", "taskType": "text-generation", "verifyResult": null}