diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index a19c5a6492..9243e01b79 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -2536,7 +2536,7 @@
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 {"batchId": "2e59336363a040678d0fa496f5fdfa99", "completedAt": "2026-09-26T11:27:31.403402+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-09-26T11:26:52.236314+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f70ae4d47f4b46c390126502ca59f0c9", "lastModified": "2026-09-05T13:59:29+00:00", "modelAddress": "https://modelscope.cn/models/ibm-granite/granite-4.2-8b", "reason": null, "reconciledAt": "2026-09-26T12:43:41.769259+00:00", "repoId": "ibm-granite/granite-4.2-8b", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5099581", "taskType": "text-generation"}
 {"batchId": "5d32fc2fcbef4d6da617f25f9532887e", "completedAt": "2026-09-26T11:43:40.340062+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-09-26T11:43:39.306631+00:00", "framework": "vllm_fix_tokenizer", "intentId": "23c8ecb85972412a8a6f6f4da4c23a0e", "lastModified": "2026-09-05T13:59:29+00:00", "modelAddress": "https://modelscope.cn/models/ibm-granite/granite-4.2-8b", "reason": null, "reconciledAt": "2026-09-26T12:43:41.770295+00:00", "repoId": "ibm-granite/granite-4.2-8b", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5099879", "taskType": "text-generation"}
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 {"batchId": "f9c8240154db42b398dacf34696c5086", "completedAt": "2026-09-24T11:26:48.472659+00:00", "configFingerprint": "1c0a4f69628b2a0ad37a6eee139a4c98afed7d8c93529a9ef42a90756e4e1940", "configSource": "modelhub_live", "createdAt": "2026-09-24T11:26:46.008294+00:00", "framework": "vllm_tokenizer_patch", "intentId": "10a1c592a9ee4f11bef9a65c25835867", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "72ad98bd76b64878af3b85496f9b4f2a", "completedAt": "2026-09-24T03:18:53.744906+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-09-24T03:18:52.675723+00:00", "framework": "vllm-mlu", "intentId": "bc91c43bd85e44bda5e2f46293875f01", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "uniqueness_rejected", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 3bbe0da939..36524f4c7b 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,6 +1,6 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 2675
+    "unified_success_first": 2676
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 17,
@@ -26,7 +26,7 @@
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     "text-generation|Iluvatar_mrv-100|vllm": 81,
     "text-generation|Kunlunxin_p-800|vllm": 64,
-    "text-generation|Kunlunxin_p-800|vllm_fix_tokenizer": 228,
+    "text-generation|Kunlunxin_p-800|vllm_fix_tokenizer": 229,
     "text-generation|Kunlunxin_p-800|vllm_tokenizer_patch": 98,
     "text-generation|MetaX_c-500|vllm": 124,
     "text-generation|Mthreads_s4000|llamacpp": 20,
@@ -38,8 +38,8 @@
     "text-generation|hygon_k100-ai|vllm": 27,
     "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 152
   },
-  "acceptedSinceRefresh": 2675,
-  "acceptedTotal": 2675,
-  "generatedAt": "2026-09-26T11:43:40.297884+00:00",
+  "acceptedSinceRefresh": 2676,
+  "acceptedTotal": 2676,
+  "generatedAt": "2026-09-26T12:47:10.502793+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index 39859e78f8..164203a044 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -1050,3 +1050,4 @@
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/ornith-ai/Ornith-1.5-35B-A3B-NVFP4", "modelId": "ornith-ai/Ornith-1.5-35B-A3B-NVFP4", "submitTime": "2026-09-21T18:14:20.635969+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5005325", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-iluvatar-bi-150"}
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-1.2B-Thinking-MLX-4bit", "modelId": "LiquidAI/LFM2.5-1.2B-Thinking-MLX-4bit", "submitTime": "2026-09-21T18:14:31.787220+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5005326", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-iluvatar-bi-150"}
 {"framework": "transformers", "modelAddress": "https://modelscope.cn/models/RedHatAI/starcoder2-15b-quantized.w8a16", "modelId": "RedHatAI/starcoder2-15b-quantized.w8a16", "submitTime": "2026-09-21T18:32:49.780633+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5005549", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-transformers-iluvatar-bi-150"}
+{"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX", "modelId": "ukisai/Swift-1.5-5bit-MLX", "submitTime": "2026-09-26T12:47:09.108765+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "5100778", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-kunlunxin-p-800"}
diff --git a/manifest.json b/manifest.json
index 23ec0ffb6e..44ff07c46b 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "a4be311cb9d1e3697cc2760399d7c82144d4136dda714a2da14db87ebac3fea8",
     ".modelhub_state/recent_outcomes.jsonl": "b65a8637809936e8d8672436bc65a6880a573622f141f051aadc1337d9a18235",
     ".modelhub_state/recovery_active_tasks.jsonl": "3b7485a015392c7cac8a6de1894c65d732acc3a999bdedebea70be2540d9960e",
-    ".modelhub_state/recovery_intents.jsonl": "71999d06f6271d3143d791ec8bf716deb8368c9ae3e2b947a83bd925b490e13a",
-    ".modelhub_state/routing_intelligence.json": "03777e92ece2eacf748dd5af2a7710fe81773ac62e10e9d6e9965d2d2eec7aa8",
+    ".modelhub_state/recovery_intents.jsonl": "d1ba8192e38dcd4b4fd17776fa456d3c3a56ceb88f489cdc69da4606ec43a900",
+    ".modelhub_state/routing_intelligence.json": "0ce37d579648c84da0584cdbf5d3c5a51c6a6b51120af752628869ebd02f63e5",
     ".modelhub_state/submission_exclusions.jsonl": "2cd0731cd4d31bc6d844f4f0a1e510e2fc839ca66f2ce07d2664110b33374799",
     ".modelhub_state/worker_crashes.jsonl": "ccd40ad86ab5068ea1c3520a48fa733cf2e4b357ae5abb95ff00728d5d1b5487",
-    "ledger/submissions.jsonl": "308cdd0a5a1f4431c6451da2018ea0f84375c5e987adce3481a127f26edd70a0",
-    "outcomes/submissions.jsonl": "8b34ab17516c2737adaeb3bb2652848001a8014c124fe4ce85d1b6956d6d1745"
+    "ledger/submissions.jsonl": "62707b00307346d69e5865c59dee486272e9f8706beb68f77ee670f2a47a7afb",
+    "outcomes/submissions.jsonl": "316c67055a79fa55f7628506a84634693219347d9f4e315ad05e2810b04cfc7c"
   },
-  "generation": 16549,
-  "phase": "intent",
+  "generation": 16550,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-26T12:46:23.576190+00:00",
+  "updatedAt": "2026-09-26T12:47:10.654949+00:00",
   "writerId": "08206cb1993a433e83f1d3e297db2d2e"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 9c46c12376..a109271185 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -839,3 +839,4 @@
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 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "ibm-granite/granite-4.2-8b", "modelProfile": {"architectures": ["GraniteForCausalLM"], "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 17583228032, "estimatedRequiredGiB": 19.662, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "granite", "modelscopeFileSize": 17593027563, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8791592960, "modelscopeTags": ["license:apache-2.0", "model_type:granite", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:granite", "custom_tag:granite-4.2", "custom_tag:reasoning", "custom_tag:thinking", "custom_tag:tool-calling", "custom_tag:ibm"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 17593027563}, "outcome": "pending", "status": "pending", "submitTime": "2026-09-26T11:27:31.250241+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5099581", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": null, "modelId": "ibm-granite/granite-4.2-8b", "modelProfile": {"architectures": ["GraniteForCausalLM"], "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 17583228032, "estimatedRequiredGiB": 19.662, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "granite", "modelscopeFileSize": 17593027563, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8791592960, "modelscopeTags": ["license:apache-2.0", "model_type:granite", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:granite", "custom_tag:granite-4.2", "custom_tag:reasoning", "custom_tag:thinking", "custom_tag:tool-calling", "custom_tag:ibm"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 17593027563}, "outcome": "pending", "status": "pending", "submitTime": "2026-09-26T11:43:40.248293+00:00", "targetGpu": "Vastai_va16", "taskId": "5099879", "taskType": "text-generation", "verifyResult": null}
+{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": null, "modelId": "ukisai/Swift-1.5-5bit-MLX", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 19282103457, "estimatedRequiredGiB": 21.582, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 19310889023, "modelscopeLicense": "other", "modelscopeParams": 5321729392, "modelscopeTags": ["license:other", "model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:quantized", "custom_tag:5-bit", "custom_tag:affine", "custom_tag:qwen3_8"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 19310895273}, "outcome": "pending", "status": "pending", "submitTime": "2026-09-26T12:47:09.108765+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "5100778", "taskType": "text-generation", "verifyResult": null}