diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 2cb3fa2663..54404b6a2f 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3621,8 +3621,8 @@
 {"batchId": "bc8f3bb709184657be5c2f3ba13931f7", "completedAt": "2026-10-14T19:38:29.329237+00:00", "configFingerprint": "1c250a594d113141f46957bb17f760946db8515ce4008372f6e127c649570540", "configSource": "modelhub_live", "createdAt": "2026-10-14T19:38:26.955934+00:00", "framework": "llamacpp", "intentId": "b9bfa02b68ef4d7a96fe58aa85bec11c", "lastModified": "2026-10-14T18:59:05+00:00", "modelAddress": "https://modelscope.cn/models/bartowski/morriszjm_Tacit-1.7B-GGUF", "reason": null, "reconciledAt": "2026-10-15T21:03:38.120299+00:00", "repoId": "bartowski/morriszjm_Tacit-1.7B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "5543365", "taskType": "text-generation"}
 {"batchId": "0efb57dc0c7b483fa1bf6491444ee91c", "completedAt": "2026-10-15T20:11:51.927283+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-15T19:52:30.656546+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b77d9733716e407aa148b4d2dfee2959", "lastModified": "2026-10-15T05:31:56+00:00", "modelAddress": "https://modelscope.cn/models/BananaMind/Picolo-BananaMind", "reason": null, "reconciledAt": "2026-10-15T21:03:38.121659+00:00", "repoId": "BananaMind/Picolo-BananaMind", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5568494", "taskType": "text-generation"}
 {"batchId": "28fc96b6ec5c47c48e3ce75dfb992b42", "completedAt": "2026-10-15T21:03:31.626821+00:00", "configFingerprint": "a7159961e1848fd33948f09e6020f02399009945e81bc356b0f9fcd8e43bdd29", "configSource": "modelhub_live", "createdAt": "2026-10-15T20:46:15.326890+00:00", "framework": "llamacpp", "intentId": "fd96bc431dd34923846353340012baf0", "lastModified": "2026-10-15T12:49:12+00:00", "modelAddress": "https://modelscope.cn/models/DavidAU/DarkSapling-V2-Ultra-Quality-7B-GGUF", "reason": null, "reconciledAt": "2026-10-15T21:03:38.121907+00:00", "repoId": "DavidAU/DarkSapling-V2-Ultra-Quality-7B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "hygon_k100-ai", "taskId": "5569369", "taskType": "text-generation"}
-{"batchId": "025ef3654ce948d18cc12ff505302e40", "configFingerprint": "500aac2acca120ff27483a2e8af08c8fa9158e7c0243b8c4d8959c0767ee5aa8", "configSource": "modelhub_live", "createdAt": "2026-10-15T21:05:37.241766+00:00", "framework": "llamacpp", "intentId": "9e6f953f3a90434ba0992bf95a4dd5bc", "lastModified": "2026-10-15T16:00:33+00:00", "modelAddress": "https://modelscope.cn/models/DavidAU/Qwen3-4B-NEO-Imatrix-Max-GGUF", "repoId": "DavidAU/Qwen3-4B-NEO-Imatrix-Max-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "hygon_k100-ai", "taskType": "text-generation"}
-{"batchId": "025ef3654ce948d18cc12ff505302e40", "configFingerprint": "24a2d6b7ec33b5b33490e8c32fc08d8f540fe0fc4a02ad4f6b5454302b27d53e", "configSource": "modelhub_live", "createdAt": "2026-10-15T21:05:37.241886+00:00", "framework": "llamacpp", "intentId": "7a9be80013044c69b50551bd70dbc43b", "lastModified": "2026-10-15T14:56:28+00:00", "modelAddress": "https://modelscope.cn/models/DavidAU/Qwen3-4B-Hivemind-Instruct-NEO-MAX-Imatrix-GGUF", "repoId": "DavidAU/Qwen3-4B-Hivemind-Instruct-NEO-MAX-Imatrix-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "hygon_k100-ai", "taskType": "text-generation"}
+{"batchId": "025ef3654ce948d18cc12ff505302e40", "completedAt": "2026-10-15T21:07:08.619934+00:00", "configFingerprint": "500aac2acca120ff27483a2e8af08c8fa9158e7c0243b8c4d8959c0767ee5aa8", "configSource": "modelhub_live", "createdAt": "2026-10-15T21:05:37.241766+00:00", "framework": "llamacpp", "intentId": "9e6f953f3a90434ba0992bf95a4dd5bc", "lastModified": "2026-10-15T16:00:33+00:00", "modelAddress": "https://modelscope.cn/models/DavidAU/Qwen3-4B-NEO-Imatrix-Max-GGUF", "reason": null, "repoId": "DavidAU/Qwen3-4B-NEO-Imatrix-Max-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "submitted", "targetGpu": "hygon_k100-ai", "taskId": "5569446", "taskType": "text-generation"}
+{"batchId": "025ef3654ce948d18cc12ff505302e40", "completedAt": "2026-10-15T21:07:08.619949+00:00", "configFingerprint": "24a2d6b7ec33b5b33490e8c32fc08d8f540fe0fc4a02ad4f6b5454302b27d53e", "configSource": "modelhub_live", "createdAt": "2026-10-15T21:05:37.241886+00:00", "framework": "llamacpp", "intentId": "7a9be80013044c69b50551bd70dbc43b", "lastModified": "2026-10-15T14:56:28+00:00", "modelAddress": "https://modelscope.cn/models/DavidAU/Qwen3-4B-Hivemind-Instruct-NEO-MAX-Imatrix-GGUF", "reason": null, "repoId": "DavidAU/Qwen3-4B-Hivemind-Instruct-NEO-MAX-Imatrix-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "submitted", "targetGpu": "hygon_k100-ai", "taskId": "5569445", "taskType": "text-generation"}
 {"batchId": "28fc96b6ec5c47c48e3ce75dfb992b42", "completedAt": "2026-10-15T21:03:31.626851+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-15T20:46:15.327389+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c58afd2e90654b16a490b6b48fccb04e", "repoId": "OsaurusAI/Diplodocus-preview-JANG_6M", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "28fc96b6ec5c47c48e3ce75dfb992b42", "completedAt": "2026-10-15T21:03:31.626848+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-15T20:46:15.327341+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bb0ae70dec7c4c87a35fa2ff4b5e9981", "repoId": "DavidAU/LFM2-8B-A1B-GLM-4.7-Flash-Thinking-Quantum-IQ1C-P", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "28fc96b6ec5c47c48e3ce75dfb992b42", "completedAt": "2026-10-15T21:03:31.626845+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-15T20:46:15.327292+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e7058201ab1a4fa88223918b7d398534", "repoId": "DavidAU/Qwen3-Great-Bowels-Of-Horror-FREAKSTORM-6B", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index bdabc858de..ade47fc2ca 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,6 +1,6 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 3759
+    "unified_success_first": 3761
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 32,
@@ -35,12 +35,12 @@
     "text-generation|Sunrise_pt-200-x1|vllm": 103,
     "text-generation|Sunrise_pt-200-x1|vllm_fix_tokenizer": 176,
     "text-generation|Vastai_va16|vllm_fix_tokenizer": 103,
-    "text-generation|hygon_k100-ai|llamacpp": 35,
+    "text-generation|hygon_k100-ai|llamacpp": 37,
     "text-generation|hygon_k100-ai|vllm": 35,
     "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 238
   },
-  "acceptedSinceRefresh": 3759,
-  "acceptedTotal": 3759,
-  "generatedAt": "2026-10-15T21:03:31.552723+00:00",
+  "acceptedSinceRefresh": 3761,
+  "acceptedTotal": 3761,
+  "generatedAt": "2026-10-15T21:07:08.551585+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index 8a49dc909c..39a2671e93 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -1247,3 +1247,5 @@
 {"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": "llamacpp", "modelAddress": "https://modelscope.cn/models/DavidAU/Qwen3-4B-NEO-Imatrix-Max-GGUF", "modelId": "DavidAU/Qwen3-4B-NEO-Imatrix-Max-GGUF", "submitTime": "2026-10-15T21:05:38.663754+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5569446", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-llamacpp-hygon-k100-ai"}
+{"framework": "llamacpp", "modelAddress": "https://modelscope.cn/models/DavidAU/Qwen3-4B-Hivemind-Instruct-NEO-MAX-Imatrix-GGUF", "modelId": "DavidAU/Qwen3-4B-Hivemind-Instruct-NEO-MAX-Imatrix-GGUF", "submitTime": "2026-10-15T21:05:38.661525+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5569445", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-llamacpp-hygon-k100-ai"}
diff --git a/manifest.json b/manifest.json
index c860a0723a..64bbd73c14 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "ccade65fef328f82f62cd6dc33ae9b9770102bad3cc9c895b9a15215a90ca8f7",
     ".modelhub_state/recent_outcomes.jsonl": "530c3f3f681469cb91364456a0b40c6fcc13b4df04b6e2659e523f96bbbc2ce5",
     ".modelhub_state/recovery_active_tasks.jsonl": "5947577fa50b352eda4f1eec1f63e69b1d12e557c4603eb7eed8d75e2d9d1301",
-    ".modelhub_state/recovery_intents.jsonl": "b641214d9131de31a37278f91c8892d79abec215d8db83a8229919ab739b3a61",
-    ".modelhub_state/routing_intelligence.json": "a4b591cb9a8803eeab84f41171a42b3911eaaafba5b7c6b38891961d00416143",
+    ".modelhub_state/recovery_intents.jsonl": "7a1bb1d1ddc3c81826de1776cebfb3f3e9a768ceebbb478cf380c8c59d906df1",
+    ".modelhub_state/routing_intelligence.json": "20f7405bc2ff17e63ba98c7d1052276d117631b79a639e917641d1371b7d0bfc",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "c6b627ba4bfe6f0f89b6dfc017d052f3b1717feac7f9dd06d3003f04166819a9",
-    "ledger/submissions.jsonl": "f97a9bb610b4884622f28618ea3b5d82ea969b06d3844626b724d2054873d569",
-    "outcomes/submissions.jsonl": "e739ecfecd7ba567f38f373b73f8b8b549bfac64bebaabbad9538f0733b43c4a"
+    "ledger/submissions.jsonl": "cfafbb444146ba5ec80f02c886d6a7fe79645447782d02b77403e55947ca9667",
+    "outcomes/submissions.jsonl": "a02b1932cd89da8c2de08e7aff6e16ce13f084c0c1a37e47002eeee31db513a9"
   },
-  "generation": 25227,
-  "phase": "intent",
+  "generation": 25228,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-15T21:05:37.464464+00:00",
+  "updatedAt": "2026-10-15T21:07:08.762364+00:00",
   "writerId": "9b5b3ed8772344608455c7e3b71f5c9f"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 51f28df7b7..70dec98621 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -1100,3 +1100,5 @@
 {"failReason": null, "framework": "llamacpp", "lastSyncTime": "2026-10-15T03:47:59.040100+00:00", "modelId": "bartowski/morriszjm_Tacit-1.7B-GGUF", "modelProfile": {"architectures": [], "configFingerprint": "1c250a594d113141f46957bb17f760946db8515ce4008372f6e127c649570540", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 1071921632, "estimatedRequiredGiB": 29.547, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 26438010496, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "library:gguf", "library:pytorch", "task:text-generation", "custom_tag:decision-making", "custom_tag:self-distillation", "custom_tag:anyjev"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 26438010496}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-14T19:38:29.050226+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5543365", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "BananaMind/Picolo-BananaMind", "modelProfile": {"architectures": ["PicoloForCausalLM"], "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 912, "estimatedRequiredGiB": 0.001, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "picolo", "modelscopeFileSize": 638936, "modelscopeLicense": "mit", "modelscopeParams": null, "modelscopeTags": ["license:mit", "model_type:picolo", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:custom_code", "custom_tag:transformer", "custom_tag:tiny", "custom_tag:bananamind", "custom_tag:safetensors"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 638936}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-15T19:52:31.960607+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5568494", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "llamacpp", "lastSyncTime": null, "modelId": "DavidAU/DarkSapling-V2-Ultra-Quality-7B-GGUF", "modelProfile": {"architectures": [], "configFingerprint": "a7159961e1848fd33948f09e6020f02399009945e81bc356b0f9fcd8e43bdd29", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 8080881376, "estimatedRequiredGiB": 55.473, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 49636846090, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "library:gguf", "library:pytorch", "task:text-generation", "custom_tag:creative", "custom_tag:story", "custom_tag:roleplay", "custom_tag:rp", "custom_tag:32 bit upscale", "custom_tag:remastered", "custom_tag:writing", "custom_tag:gguf", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 49636846090}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-15T20:46:16.830124+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5569369", "taskType": "text-generation", "verifyResult": null}
+{"failReason": null, "framework": "llamacpp", "lastSyncTime": null, "modelId": "DavidAU/Qwen3-4B-NEO-Imatrix-Max-GGUF", "modelProfile": {"architectures": [], "configFingerprint": "500aac2acca120ff27483a2e8af08c8fa9158e7c0243b8c4d8959c0767ee5aa8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 4645051776, "estimatedRequiredGiB": 59.323, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 53081207807, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "library:gguf", "library:pytorch", "task:text-generation", "custom_tag:NEO Imatrix", "custom_tag:32 k context", "custom_tag:reasoning", "custom_tag:thinking", "custom_tag:qwen3", "custom_tag:gguf", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 53081207807}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-15T21:05:38.663754+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5569446", "taskType": "text-generation", "verifyResult": null}
+{"failReason": null, "framework": "llamacpp", "lastSyncTime": null, "modelId": "DavidAU/Qwen3-4B-Hivemind-Instruct-NEO-MAX-Imatrix-GGUF", "modelProfile": {"architectures": [], "configFingerprint": "24a2d6b7ec33b5b33490e8c32fc08d8f540fe0fc4a02ad4f6b5454302b27d53e", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5058317248, "estimatedRequiredGiB": 30.398, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 27199896379, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "library:gguf", "library:pytorch", "task:text-generation", "custom_tag:256k context", "custom_tag:Qwen3", "custom_tag:All use cases", "custom_tag:creative", "custom_tag:creative writing", "custom_tag:fiction writing", "custom_tag:plot generation", "custom_tag:sub-plot generation", "custom_tag:story generation", "custom_tag:scene continue", "custom_tag:storytelling", "custom_tag:fiction story", "custom_tag:science fiction", "custom_tag:romance", "custom_tag:all genres", "custom_tag:story", "custom_tag:writing", "custom_tag:vivid prosing", "custom_tag:vivid writing", "custom_tag:fiction", "custom_tag:roleplaying", "custom_tag:bfloat16", "custom_tag:Neo Imatrix Max", "custom_tag:gguf", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 27199896379}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-15T21:05:38.661525+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5569445", "taskType": "text-generation", "verifyResult": null}