diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 33d3fd7d..ba8aab5e 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -653,7 +653,7 @@
 {"batchId": "c880d7cf224c45b98c145549709dc34e", "completedAt": "2026-09-10T17:52:13.814201+00:00", "configFingerprint": "34532436dbc855d32b74faf635c17eb60fc9f7a7dc8d2b76403af96f7424ebf3", "configSource": "modelhub_live", "createdAt": "2026-09-10T17:52:06.627408+00:00", "framework": "llamacpp", "intentId": "93776e1aa6634b3d8e8149734e3ac9a7", "lastModified": "2026-08-24T12:58:44+00:00", "modelAddress": "https://modelscope.cn/models/guaidao2/LFM2.5-2.6B-For-CTF", "reason": null, "reconciledAt": "2026-09-10T19:40:09.754816+00:00", "repoId": "guaidao2/LFM2.5-2.6B-For-CTF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "hygon_k100-ai", "taskId": "4764441", "taskType": "text-generation"}
 {"batchId": "816d6004b62a4761ae3c03a2cc2b60fc", "completedAt": "2026-09-10T18:09:29.180907+00:00", "configFingerprint": "1bb1691a97b5ca0ea0c7ced63e4ad26ae05d4e6853c41103188e78e754faa6b2", "configSource": "modelhub_live", "createdAt": "2026-09-10T18:09:16.635733+00:00", "framework": "llamacpp", "intentId": "ed832d0ea0bf44979fe822c3e68b66cb", "lastModified": "2026-08-24T12:58:44+00:00", "modelAddress": "https://modelscope.cn/models/guaidao2/LFM2.5-2.6B-For-CTF", "reason": null, "reconciledAt": "2026-09-10T19:40:09.754296+00:00", "repoId": "guaidao2/LFM2.5-2.6B-For-CTF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "4764783", "taskType": "text-generation"}
 {"batchId": "b4ac4e477f634c77b8ffb19dc474c5f0", "completedAt": "2026-09-10T18:25:47.382708+00:00", "configFingerprint": "5f5faa291a86bf437595530575b613347621c9e314bbff70f201eec1d3f4e9bd", "configSource": "modelhub_live", "createdAt": "2026-09-10T18:25:39.599830+00:00", "framework": "llamacpp", "intentId": "bb5ab6fe9c87440cb3aa316daba6943f", "lastModified": "2026-08-24T12:58:44+00:00", "modelAddress": "https://modelscope.cn/models/guaidao2/LFM2.5-2.6B-For-CTF", "reason": null, "reconciledAt": "2026-09-10T19:40:09.755849+00:00", "repoId": "guaidao2/LFM2.5-2.6B-For-CTF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "4765091", "taskType": "text-generation"}
-{"batchId": "cee895a0ef20468dbab7790293418812", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configSource": "modelhub_live", "createdAt": "2026-09-10T19:50:30.663170+00:00", "framework": "vllm", "intentId": "ad0a4cb1e6d64ae59352d1a20465000f", "lastModified": "2026-09-10T14:58:25+00:00", "modelAddress": "https://modelscope.cn/models/webAI-Official/TwIL-LM3", "repoId": "webAI-Official/TwIL-LM3", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation"}
+{"batchId": "cee895a0ef20468dbab7790293418812", "completedAt": "2026-09-10T19:50:39.687702+00:00", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configSource": "modelhub_live", "createdAt": "2026-09-10T19:50:30.663170+00:00", "framework": "vllm", "intentId": "ad0a4cb1e6d64ae59352d1a20465000f", "lastModified": "2026-09-10T14:58:25+00:00", "modelAddress": "https://modelscope.cn/models/webAI-Official/TwIL-LM3", "reason": null, "repoId": "webAI-Official/TwIL-LM3", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "submitted", "targetGpu": "Iluvatar_mrv-100", "taskId": "4766604", "taskType": "text-generation"}
 {"batchId": "93abbd86b4564ff2b94a94e46d15997c", "completedAt": "2026-09-10T02:01:15.152981+00:00", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configSource": "modelhub_live", "createdAt": "2026-09-10T02:01:07.997982+00:00", "framework": "vllm", "intentId": "f62de0b86d234667845793d4dabba8be", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Iluvatar_mrv-100", "taskId": null, "taskType": "text-generation"}
 {"batchId": "60b640169cee4eb6aeaf36aa752d68d4", "completedAt": "2026-09-09T21:08:33.584377+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-09T21:08:21.304731+00:00", "framework": "vllm_fix_tokenizer", "intentId": "31500eb429ef4b3cbc844e4096a6b5f6", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "395e59f0f1df48fcb2e0269b69d9bce5", "completedAt": "2026-09-09T16:24:21.684805+00:00", "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configSource": "modelhub_live", "createdAt": "2026-09-09T16:24:14.160686+00:00", "framework": "vllm", "intentId": "e2523fa4e63645688fd5e7c0c7c1a5d5", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"dtype": "-", "gpuMemoryUtilization": 0.9, "gpuNum": 1, "maxModelLen": 4096, "tensorParallel": 1}, "status": "uniqueness_rejected", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index ad933bec..2d172b3a 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,6 +1,6 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 788
+    "unified_success_first": 789
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 11,
@@ -15,7 +15,7 @@
     "text-generation|Cambricon_mlu-370-x8|vllm-mlu": 67,
     "text-generation|Iluvatar_bi-150|llamacpp": 10,
     "text-generation|Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0": 50,
-    "text-generation|Iluvatar_mrv-100|vllm": 36,
+    "text-generation|Iluvatar_mrv-100|vllm": 37,
     "text-generation|Kunlunxin_p-800|vllm_fix_tokenizer": 95,
     "text-generation|MetaX_c-500|vllm": 88,
     "text-generation|Mthreads_s4000|llamacpp": 10,
@@ -26,8 +26,8 @@
     "text-generation|hygon_k100-ai|llamacpp": 11,
     "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 45
   },
-  "acceptedSinceRefresh": 788,
-  "acceptedTotal": 788,
-  "generatedAt": "2026-09-10T18:25:47.351978+00:00",
+  "acceptedSinceRefresh": 789,
+  "acceptedTotal": 789,
+  "generatedAt": "2026-09-10T19:50:39.659704+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index 019608a3..f89ad33c 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -745,3 +745,4 @@
 {"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/JANGQ-AI/AppleScript-8B-JANG_4M", "modelId": "JANGQ-AI/AppleScript-8B-JANG_4M", "submitTime": "2026-09-08T15:58:20.200513+00:00", "targetGpu": "Vastai_va16", "taskId": "4722293", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-vastai-va16"}
 {"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/OpenBMB/BitCPM-CANN-8B", "modelId": "OpenBMB/BitCPM-CANN-8B", "submitTime": "2026-09-09T12:30:12.314907+00:00", "targetGpu": "Vastai_va16", "taskId": "4740401", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-vastai-va16"}
 {"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", "modelAddress": "https://modelscope.cn/models/webAI-Official/TwIL-LM3", "modelId": "webAI-Official/TwIL-LM3", "submitTime": "2026-09-10T19:50:31.405521+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4766604", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-iluvatar-mrv-100"}
diff --git a/manifest.json b/manifest.json
index f0339bee..d95566cb 100644
--- a/manifest.json
+++ b/manifest.json
@@ -9,16 +9,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "c4c0c2f745124fbabf68b2aa082c5aeee0f45dbb41d40369e8064e674a33adbe",
     ".modelhub_state/recent_outcomes.jsonl": "e6fe1b7782ab31a174f8f4376604b7c9183fa77c195694c2800b7217efb9c2de",
     ".modelhub_state/recovery_active_tasks.jsonl": "8e55c188d6d9b626863015ba9999e20671134e3a98795026a83e71e9b66035d0",
-    ".modelhub_state/recovery_intents.jsonl": "ebe098cff905872717ef717670e6e38fc449f7fcf7f424c8c3ace1b3219d57be",
-    ".modelhub_state/routing_intelligence.json": "7e77ebd4538eae240305b9b7218df18db6f864488fe914a9ce22b09526e6df6c",
+    ".modelhub_state/recovery_intents.jsonl": "a6279f5de97c1ffcca7aaa39e1b6100021ad4fd290989606598b46f5f6ba14ae",
+    ".modelhub_state/routing_intelligence.json": "12b4c1be75fdc09d4e2562be20fdbdde456a6ff5edbfffb05bdea8b0984b2b06",
     ".modelhub_state/submission_exclusions.jsonl": "b2de1125bf1f3e0597cd50cc30b563a5bfee39459e843767163eb72101cebc03",
     ".modelhub_state/worker_crashes.jsonl": "7fa483580e87374493226e80bcf40bf8044847acba70045c96fa175966a1a8ba",
-    "ledger/submissions.jsonl": "666d3d2a6579643ce987f9dc944f3169c02e619fe50a5b6144105e85857aa8c5",
-    "outcomes/submissions.jsonl": "328b6e09b9ffd31462af8316c4ab7811046b316a1a9404ff8de3ff4fb90aff41"
+    "ledger/submissions.jsonl": "a090d86f01baab4a4346cbb6e2f259e513d957d735a98a23e080d83b8ea8a347",
+    "outcomes/submissions.jsonl": "ec945eb0ce93dee58d9f01d5ee1b1ce0fd0ccb9bd1ed487b2d4fb314f64d306d"
   },
-  "generation": 5332,
-  "phase": "intent",
+  "generation": 5333,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-10T19:50:30.732607+00:00",
+  "updatedAt": "2026-09-10T19:50:39.804879+00:00",
   "writerId": "18252d8a8ef94333abd55823b2d81c42"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 2fcb74fb..dfc980e8 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -589,3 +589,4 @@
 {"failReason": null, "framework": "llamacpp", "lastSyncTime": null, "modelId": "guaidao2/LFM2.5-2.6B-For-CTF", "modelProfile": {"architectures": [], "configFingerprint": "34532436dbc855d32b74faf635c17eb60fc9f7a7dc8d2b76403af96f7424ebf3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 2874779040, "estimatedRequiredGiB": 11.734, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 10499570876, "modelscopeLicense": null, "modelscopeParams": 2697198592, "modelscopeTags": ["library:gguf", "task:text-generation", "custom_tag:gguf", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 10499570876}, "outcome": "pending", "status": "pending", "submitTime": "2026-09-10T17:52:07.266826+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4764441", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "llamacpp", "lastSyncTime": null, "modelId": "guaidao2/LFM2.5-2.6B-For-CTF", "modelProfile": {"architectures": [], "configFingerprint": "1bb1691a97b5ca0ea0c7ced63e4ad26ae05d4e6853c41103188e78e754faa6b2", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 2874779040, "estimatedRequiredGiB": 11.734, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 10499570876, "modelscopeLicense": null, "modelscopeParams": 2697198592, "modelscopeTags": ["library:gguf", "task:text-generation", "custom_tag:gguf", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 10499570876}, "outcome": "pending", "status": "pending", "submitTime": "2026-09-10T18:09:17.543816+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4764783", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "llamacpp", "lastSyncTime": null, "modelId": "guaidao2/LFM2.5-2.6B-For-CTF", "modelProfile": {"architectures": [], "configFingerprint": "5f5faa291a86bf437595530575b613347621c9e314bbff70f201eec1d3f4e9bd", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 2874779040, "estimatedRequiredGiB": 11.734, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 10499570876, "modelscopeLicense": null, "modelscopeParams": 2697198592, "modelscopeTags": ["library:gguf", "task:text-generation", "custom_tag:gguf", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 10499570876}, "outcome": "pending", "status": "pending", "submitTime": "2026-09-10T18:25:40.316507+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4765091", "taskType": "text-generation", "verifyResult": null}
+{"failReason": null, "framework": "vllm", "lastSyncTime": null, "modelId": "webAI-Official/TwIL-LM3", "modelProfile": {"architectures": ["SmolLM3ForCausalLM"], "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 6150235096, "estimatedRequiredGiB": 24.879, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "smollm3", "modelscopeFileSize": 22261451381, "modelscopeLicense": "other", "modelscopeParams": 3075098624, "modelscopeTags": ["license:other", "model_type:smollm3", "library:pytorch", "library:transformer", "library:lora", "library:safetensors", "library:gguf", "task:text-generation", "custom_tag:formal-logic", "custom_tag:reasoning", "custom_tag:lora", "custom_tag:model-merging", "custom_tag:wise-ft", "custom_tag:reinforcement-learning", "custom_tag:grpo", "custom_tag:smollm3", "custom_tag:twil-lm"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 22261451381}, "outcome": "pending", "status": "pending", "submitTime": "2026-09-10T19:50:31.405521+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4766604", "taskType": "text-generation", "verifyResult": null}