diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index a5ba37703c..cef09d73e0 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3481,8 +3481,8 @@
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 {"batchId": "2ecc7167712f4ab6a28daa53ade43717", "completedAt": "2026-10-13T19:22:25.316057+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-13T19:21:09.781934+00:00", "framework": "vllm_tokenizer_patch", "intentId": "865b5ed077414589b8ae184c9bff0c27", "lastModified": "2026-10-13T18:39:46+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-8bit", "reason": null, "reconciledAt": "2026-10-13T19:29:41.175110+00:00", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5517949", "taskType": "text-generation"}
 {"batchId": "75719388272240b9b97c3acc27825aa0", "completedAt": "2026-10-13T19:27:02.811728+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-13T19:26:04.358155+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d5c310872db8465aa0087dabb8385e21", "lastModified": "2026-10-13T18:29:48+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-6bit", "reason": null, "reconciledAt": "2026-10-13T19:29:41.176804+00:00", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5518023", "taskType": "text-generation"}
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diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index c3c7bcf709..934e74b174 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,6 +1,6 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 3620
+    "unified_success_first": 3622
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 31,
@@ -37,10 +37,10 @@
     "text-generation|Vastai_va16|vllm_fix_tokenizer": 103,
     "text-generation|hygon_k100-ai|llamacpp": 33,
     "text-generation|hygon_k100-ai|vllm": 35,
-    "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 232
+    "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 234
   },
-  "acceptedSinceRefresh": 3620,
-  "acceptedTotal": 3620,
-  "generatedAt": "2026-10-13T19:27:02.750373+00:00",
+  "acceptedSinceRefresh": 3622,
+  "acceptedTotal": 3622,
+  "generatedAt": "2026-10-13T19:39:52.774288+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index 9c19309a24..01de0df489 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -1115,3 +1115,5 @@
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B", "modelId": "XingChen-AGI/Xing4.0-29B-A4B", "submitTime": "2026-10-13T12:30:24.554632+00:00", "targetGpu": "MetaX_c-500", "taskId": "5512351", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-metax-c-500"}
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B", "modelId": "XingChen-AGI/Xing4.0-29B-A4B", "submitTime": "2026-10-13T12:52:58.552750+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5512698", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-ascend-910-b3"}
 {"framework": "vllm-patch-tokenizer", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B", "modelId": "XingChen-AGI/Xing4.0-29B-A4B", "submitTime": "2026-10-13T13:12:18.147765+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5513114", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-patch-tokenizer-hygon-k100-ai"}
+{"framework": "vllm-patch-tokenizer", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base", "modelId": "LiquidAI/LFM2.5-24B-A2B-Base", "submitTime": "2026-10-13T19:39:06.359735+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5518209", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-patch-tokenizer-hygon-k100-ai"}
+{"framework": "vllm-patch-tokenizer", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-8bit", "modelId": "LiquidAI/LFM2.5-24B-A2B-MLX-8bit", "submitTime": "2026-10-13T19:39:06.358637+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5518208", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-patch-tokenizer-hygon-k100-ai"}
diff --git a/manifest.json b/manifest.json
index cbe2fe2143..b852bcc59f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "a853c3ecd05b6eb13dc78028071c981c78c9adf73c9831a523b9562a8bdb1610",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
     ".modelhub_state/recovery_active_tasks.jsonl": "e6e2f5099c909c8262cc305bb0769a3b070b277f33b169084014f67b90482118",
-    ".modelhub_state/recovery_intents.jsonl": "9cf7f03652bcf4810a23a8a031e076b333aa0d4a793d7b31cbfc44ccea08b198",
-    ".modelhub_state/routing_intelligence.json": "0588571a814937c4b08d95766176afe2653f29afcab8391c565c84293c521ce8",
+    ".modelhub_state/recovery_intents.jsonl": "c9352d78f073d6df22058b236fad10c62be469dcd50090aef7d55726b5baf251",
+    ".modelhub_state/routing_intelligence.json": "4c1a747445bb21903e1843c7d0c2ee0b47358864fcf88cfed1289bf47283bb0f",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "a6b56caed5c7afeb803f8701393cf4660f7e9799eb5ff84af826a142e16d9b00",
-    "ledger/submissions.jsonl": "ba36d9bb8eed339371f5233562933b5597b5fd7dcc2fb338fed675be20a8d6d7",
-    "outcomes/submissions.jsonl": "9249e98cf0689f8d93a2396a629d137118e17f3e15ea4498dcd24aac2817b79f"
+    "ledger/submissions.jsonl": "4627a92a9b778c9f0b3f15d5da22c840d61004bc026ea2ba571d40d4319c4dd5",
+    "outcomes/submissions.jsonl": "19c9794cb34063677750c15bac1a1d65522b7d26d1bc36964ae515e952035e55"
   },
-  "generation": 24388,
-  "phase": "intent",
+  "generation": 24389,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T19:39:04.215733+00:00",
+  "updatedAt": "2026-10-13T19:39:52.964610+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 10b6d99035..da99b95aa1 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -966,3 +966,5 @@
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 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "LiquidAI/LFM2.5-24B-A2B-MLX-8bit", "modelProfile": {"architectures": ["Lfm2MoeForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 25484884997, "estimatedRequiredGiB": 28.502, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2_moe", "modelscopeFileSize": 25502895279, "modelscopeLicense": "other", "modelscopeParams": null, "modelscopeTags": ["license:other", "model_type:lfm2_moe", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:moe", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 25502895279}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-13T19:21:10.962692+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5517949", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "LiquidAI/LFM2.5-24B-A2B-MLX-6bit", "modelProfile": {"architectures": ["Lfm2MoeForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 19493321709, "estimatedRequiredGiB": 21.806, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2_moe", "modelscopeFileSize": 19511331991, "modelscopeLicense": "other", "modelscopeParams": null, "modelscopeTags": ["license:other", "model_type:lfm2_moe", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:moe", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 19511331991}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-13T19:26:06.179101+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5518023", "taskType": "text-generation", "verifyResult": null}
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+{"failReason": null, "framework": "vllm-patch-tokenizer", "lastSyncTime": null, "modelId": "LiquidAI/LFM2.5-24B-A2B-MLX-8bit", "modelProfile": {"architectures": ["Lfm2MoeForCausalLM"], "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 25484884997, "estimatedRequiredGiB": 28.502, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2_moe", "modelscopeFileSize": 25502895279, "modelscopeLicense": "other", "modelscopeParams": null, "modelscopeTags": ["license:other", "model_type:lfm2_moe", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:moe", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 25502895279}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-13T19:39:06.358637+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5518208", "taskType": "text-generation", "verifyResult": null}