diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 7ae707ddd8..c5fbdf1e4b 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3160,7 +3160,7 @@
 {"batchId": "957ee1c4b1d54c608f79cc509702c5b7", "completedAt": "2026-10-07T18:10:58.130828+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-07T17:55:53.601855+00:00", "framework": "vllm", "intentId": "bffdf3c995c24c5eb8801dc6504dc2e5", "lastModified": "2026-09-22T18:40:12+00:00", "modelAddress": "https://modelscope.cn/models/ProCreations/BetterWright-K2-Horizon-7B-Uno", "reason": null, "reconciledAt": "2026-10-07T18:11:03.283427+00:00", "repoId": "ProCreations/BetterWright-K2-Horizon-7B-Uno", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "5358949", "taskType": "text-generation"}
 {"batchId": "957ee1c4b1d54c608f79cc509702c5b7", "completedAt": "2026-10-07T18:10:58.130841+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-07T17:55:53.601970+00:00", "framework": "vllm", "intentId": "d346842db70541128a8d3de5c3b06785", "lastModified": "2026-09-28T16:42:31+00:00", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-llama-mha-standard-v1", "reason": null, "reconciledAt": "2026-10-07T18:11:03.284469+00:00", "repoId": "nkkbr/Mini-K3-1H-llama-mha-standard-v1", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "5358968", "taskType": "text-generation"}
 {"batchId": "957ee1c4b1d54c608f79cc509702c5b7", "completedAt": "2026-10-07T18:10:58.130845+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-07T17:55:53.602027+00:00", "framework": "vllm", "intentId": "41bc96d585964b46ad3ae9daaea1a37c", "lastModified": "2026-09-26T14:40:03+00:00", "modelAddress": "https://modelscope.cn/models/Akahsizrr/Cyber-Prime-1.1-2.6B", "reason": null, "reconciledAt": "2026-10-07T18:11:03.283433+00:00", "repoId": "Akahsizrr/Cyber-Prime-1.1-2.6B", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "5358869", "taskType": "text-generation"}
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 {"batchId": "957ee1c4b1d54c608f79cc509702c5b7", "completedAt": "2026-10-07T18:10:58.130867+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-07T17:55:53.602318+00:00", "framework": "vllm", "intentId": "acb5ddd7c7424e17951ce52d23b2aca8", "repoId": "nkkbr/Mini-K3-1H-attn-2kda-2mla-nope-v2", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
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diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 5963b32cf6..157bc36b8d 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,11 +1,11 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 3299
+    "unified_success_first": 3300
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 29,
     "text-generation|Ascend_910-b3|vllm": 40,
-    "text-generation|Ascend_910-b3|vllm_tokenizer_patch": 239,
+    "text-generation|Ascend_910-b3|vllm_tokenizer_patch": 240,
     "text-generation|Ascend_910-b4|llamacpp": 18,
     "text-generation|Ascend_910-b4|vllm": 34,
     "text-generation|Ascend_910-b4|vllm_tokenizer_patch": 221,
@@ -39,8 +39,8 @@
     "text-generation|hygon_k100-ai|vllm": 31,
     "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 218
   },
-  "acceptedSinceRefresh": 3299,
-  "acceptedTotal": 3299,
-  "generatedAt": "2026-10-07T18:10:58.057252+00:00",
+  "acceptedSinceRefresh": 3300,
+  "acceptedTotal": 3300,
+  "generatedAt": "2026-10-07T18:15:44.353806+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index 0e94c33822..9df430e54e 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -1035,7 +1035,6 @@
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/ProCreations/BetterWright-K2-Horizon-7B-Uno", "modelId": "ProCreations/BetterWright-K2-Horizon-7B-Uno", "submitTime": "2026-10-07T17:57:57.561355+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358949", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-mthreads-s4000"}
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-llama-mha-standard-v1", "modelId": "nkkbr/Mini-K3-1H-llama-mha-standard-v1", "submitTime": "2026-10-07T17:57:57.565552+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358968", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-mthreads-s4000"}
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/Akahsizrr/Cyber-Prime-1.1-2.6B", "modelId": "Akahsizrr/Cyber-Prime-1.1-2.6B", "submitTime": "2026-10-07T17:57:57.453481+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358869", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-mthreads-s4000"}
-{"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/mlx-community/gemma-4-e2b-it-OptiQ-4bit", "modelId": "mlx-community/gemma-4-e2b-it-OptiQ-4bit", "submitTime": "2026-09-21T12:10:32.451262+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5000554", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-iluvatar-bi-150"}
 {"framework": "vllm_tokenizer_patch", "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": "2026-09-21T12:10:32.436494+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5000547", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-iluvatar-bi-150"}
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/mlx-community/Devstral-Small-2-24B-Instruct-2512-OptiQ-4bit", "modelId": "mlx-community/Devstral-Small-2-24B-Instruct-2512-OptiQ-4bit", "submitTime": "2026-09-21T12:10:32.453427+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5000553", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-iluvatar-bi-150"}
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Instruct-4bit", "modelId": "mlx-community/LFM2.5-1.2B-Instruct-4bit", "submitTime": "2026-09-21T12:10:32.435532+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5000550", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-iluvatar-bi-150"}
@@ -1124,3 +1123,4 @@
 {"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_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-5bit", "modelId": "mlx-community/LFM2.5-1.2B-Thinking-5bit", "submitTime": "2026-10-07T18:14:21.857761+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5359099", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-ascend-910-b3"}
diff --git a/manifest.json b/manifest.json
index 080f3a393b..516a639991 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "d687975ef22f8f71c1ec1655519eafe96ea44f72b4b3b937afcf49b297712448",
     ".modelhub_state/recent_outcomes.jsonl": "1cb2dd6992a8b16d850b3d3e6288a576e79fe449bed02c46fe8c27ceb6b62b2c",
     ".modelhub_state/recovery_active_tasks.jsonl": "b3ec06a114bf9703f13fdbabcfb164804bbabb7887a9a1bb959e9fe780ec75f8",
-    ".modelhub_state/recovery_intents.jsonl": "2aaa534e320d13fd2c1f333a29f3d22b02707a088e5d22be964904d54b433414",
-    ".modelhub_state/routing_intelligence.json": "b1de19fe16418cfe08e7db7122e32538ed53e380c8242ba7cc472ff87b133f5e",
+    ".modelhub_state/recovery_intents.jsonl": "072d667b6b96cecd3aec0aced5aa2aaf4b832a8088b6a5ee1f2adf9340c72a36",
+    ".modelhub_state/routing_intelligence.json": "6840c2b3d7d4af25eb9331354c313e9f478b6e413911a519d7cbe9b16ffd0a2c",
     ".modelhub_state/submission_exclusions.jsonl": "dca7091e8b1da8bf9b3ecb95fe573b2a41666601edf86cea13ce9ce738b9eb7b",
     ".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f",
-    "ledger/submissions.jsonl": "60c445690f45c80ddf78e044643b4f718cc16099131c62f0efeb9b343522a600",
-    "outcomes/submissions.jsonl": "c933d45cc294441a90141778d6dc2e679ae243b45d4092d3e77a5dbeb0183455"
+    "ledger/submissions.jsonl": "a05448722f74e38274a940c408347f16d002d44ac580c30408dfe9899a1f7fe6",
+    "outcomes/submissions.jsonl": "b2b0820fdc30e117e8b28db915bd7772f2c2f15eaa8b0c37e1db2b59d6bbd8c0"
   },
-  "generation": 21937,
-  "phase": "intent",
+  "generation": 21938,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-07T18:14:20.388197+00:00",
+  "updatedAt": "2026-10-07T18:15:44.591775+00:00",
   "writerId": "33ed03361c5848e88b8ce6204fb4f7d2"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 9f381bc8df..2f3031a8f0 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -1072,3 +1072,4 @@
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 {"failReason": null, "framework": "vllm", "lastSyncTime": null, "modelId": "nkkbr/Mini-K3-1H-llama-mha-standard-v1", "modelProfile": {"architectures": [], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 1960168568, "estimatedRequiredGiB": 2.344, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "mini_k3", "modelscopeFileSize": 2097293495, "modelscopeLicense": null, "modelscopeParams": null, "modelscopeTags": ["model_type:mini_k3", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:kimi-k3", "custom_tag:pretraining", "custom_tag:mixture-of-experts", "custom_tag:llama-style-attention", "custom_tag:architecture-ablation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 2097293495}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-07T17:57:57.565552+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358968", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm", "lastSyncTime": null, "modelId": "Akahsizrr/Cyber-Prime-1.1-2.6B", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5394427432, "estimatedRequiredGiB": 6.049, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": 5412809492, "modelscopeLicense": "other", "modelscopeParams": 209741824, "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"], "quantizationMethod": null, "repositoryOnDiskBytes": 5412809492}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-07T17:57:57.453481+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358869", "taskType": "text-generation", "verifyResult": null}
+{"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "mlx-community/LFM2.5-1.2B-Thinking-5bit", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 804816628, "estimatedRequiredGiB": 0.905, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": 809580753, "modelscopeLicense": "other", "modelscopeParams": 219544320, "modelscopeTags": ["license:other", "model_type:lfm2", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 809580753}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-07T18:14:21.857761+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5359099", "taskType": "text-generation", "verifyResult": null}