diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 09aa23b933..29926e1b03 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-20T04:29:20.147389+00:00",
+  "communityAttemptedAt": "2026-09-20T04:44:49.319114+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-20T04:29:20.147389+00:00",
+  "communityUpdatedAt": "2026-09-20T04:44:49.319114+00:00",
   "frameworkAttemptedAt": "2026-09-20T02:51:24.162611+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-20T04:43:40.656562+00:00",
+  "generatedAt": "2026-09-20T04:44:49.319114+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 487d192777..6a06ebe94a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-20T04:43:40.656562+00:00",
+  "catalogUpdatedAt": "2026-09-20T04:44:49.319114+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-20T04:43:40.656562+00:00",
+  "generatedAt": "2026-09-20T04:44:49.319114+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6553,6 +6553,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-20T04:43:40.656562+00:00",
+  "taskTreeUpdatedAt": "2026-09-20T04:44:49.319114+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 0e0e057754..cde49faa5e 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -1529,6 +1529,8 @@
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 {"batchId": "6ef49d9afeb74f5a8346d17de138d880", "completedAt": "2026-09-20T04:42:27.943254+00:00", "configFingerprint": "6db01b5037d5ed2db74875d2113f8582c97f34bd825637161e54174c9f2cabed", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:42:18.194284+00:00", "framework": "vllm", "intentId": "2eea8a49f8ca4c9ca31cb3e153dd9cf7", "lastModified": "2026-09-16T17:02:01+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/Devstral-Small-2-24B-Instruct-2512-OptiQ-4bit", "reason": null, "reconciledAt": "2026-09-20T04:42:33.530302+00:00", "repoId": "mlx-community/Devstral-Small-2-24B-Instruct-2512-OptiQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4970923", "taskType": "text-generation"}
 {"batchId": "6ef49d9afeb74f5a8346d17de138d880", "completedAt": "2026-09-20T04:42:27.943256+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:42:18.194340+00:00", "framework": "vllm_fix_tokenizer", "intentId": "625cb87a910348328a836f4beec02aa2", "lastModified": "2026-09-14T19:52:04+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/gemma-4-e4b-it-OptiQ-4bit", "reason": null, "reconciledAt": "2026-09-20T04:42:33.528401+00:00", "repoId": "mlx-community/gemma-4-e4b-it-OptiQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Iluvatar_bi-150", "taskId": "4970925", "taskType": "text-generation"}
+{"batchId": "0a2711df6fd5400b8c7746616c142b26", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:44:52.625308+00:00", "framework": "vllm-mlu", "intentId": "e9166e5b036a49b9ab88b57fe7360e6b", "lastModified": "2026-09-16T17:07:54+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-6bit", "repoId": "mlx-community/LFM2.5-1.2B-Thinking-6bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation"}
+{"batchId": "0a2711df6fd5400b8c7746616c142b26", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:44:52.625435+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "ac763ca82ed348b29fbc33d286ba75cf", "lastModified": "2026-09-16T17:28:41+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-8bit", "repoId": "mlx-community/LFM2.5-1.2B-Thinking-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation"}
 {"batchId": "9b66f3a164ed48ca9a534db1d291df0f", "completedAt": "2026-09-20T04:41:55.736464+00:00", "configFingerprint": "2ebd1d3ee8ed952dd08e24120ad5d7342c9a018f55c478225a242b664721e8d0", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:36:47.619879+00:00", "framework": "vllm", "intentId": "6b3a8de2b10a428c9ddf9d22b3181296", "repoId": "RedHatAI/starcoder2-15b-FP8", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 2048}, "status": "age_policy_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9b66f3a164ed48ca9a534db1d291df0f", "completedAt": "2026-09-20T04:41:55.736461+00:00", "configFingerprint": "2ebd1d3ee8ed952dd08e24120ad5d7342c9a018f55c478225a242b664721e8d0", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:36:47.619821+00:00", "framework": "vllm", "intentId": "b9843c023d764a80b3d64be3bd78f7e3", "repoId": "neuralmagic/starcoder2-15b-FP8", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 2048}, "status": "age_policy_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9b66f3a164ed48ca9a534db1d291df0f", "completedAt": "2026-09-20T04:41:55.736459+00:00", "configFingerprint": "58bd440e460cf3e4d9271b3c32c451e80254e59faf47ce55dcda11588cf4117e", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:36:47.619764+00:00", "framework": "vllm", "intentId": "02e8d73581314d238754c645ce8907e2", "repoId": "neuralmagic/SmolLM-1.7B-Instruct-quantized.w8a8", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 2048}, "status": "age_policy_deferred", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 3d2dbf9fb6..b6eec08d03 100644
--- a/manifest.json
+++ b/manifest.json
@@ -3,22 +3,22 @@
   "checksums": {
     ".modelhub_state/architecture_compatibility_blacklist.json": "3a309a46c31b4a8d366e07154c6271c3ff575e713c89b275115131543cd5839f",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "473c1159b3343a94a0cb12639e0bee929f85525b44ce3c3969cf0052614840b0",
-    ".modelhub_state/official_capabilities.json": "06ab2bd0779738bd11a6db30498391418ab4bee67bddee493da3d09c47e4068b",
+    ".modelhub_state/market_intelligence.json": "3ebb9d2d514c15b120732e38f3e9f1dda37ad440f339de0ffe9a0b618083e138",
+    ".modelhub_state/official_capabilities.json": "0e7f96348f6fd19101a58a4fe65ea00bb351c4e6708a7f7c58800372cc9b8f50",
     ".modelhub_state/outcome_checkpoint.json": "1c3fe981762d67d8dc71e6d355d50bfb111338da37cae935c993fe15160e6e39",
     ".modelhub_state/queue_cleanup_latest.json": "21a630cefff5c090992ca8360dafe8435b598ca2102f1b9990df6496329a9afe",
     ".modelhub_state/recent_outcomes.jsonl": "a6922b033a6620de4c1eebf27e571bc594980df5d0b7d7d7ae8eb909b24661eb",
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-    ".modelhub_state/recovery_intents.jsonl": "bcce20553e187d79391738a33255621d74ad344620fb475d6a09558ea78c3d12",
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     ".modelhub_state/routing_intelligence.json": "c716aac1e6d124b0ad3e3306957bb92b187d4306080971bbd9a76e3c23b9b6e9",
     ".modelhub_state/submission_exclusions.jsonl": "221be895a524330815b3c5124450b33c94b5f1e68169030c73684bf675d06ec7",
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-  "generation": 10215,
-  "phase": "cycle",
+  "generation": 10216,
+  "phase": "intent",
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-  "updatedAt": "2026-09-20T04:43:41.679955+00:00",
+  "updatedAt": "2026-09-20T04:44:52.753121+00:00",
   "writerId": "f67e4ec113c04968a9d9484fb8e36bd4"
 }