diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index a1a85db611..2e2d907a01 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 03c912ec20..485d769ed7 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index cdba676fe7..5f52258668 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T08:11:10.369777+00:00",
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@@ -56,7 +56,7 @@
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   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,38 +150,33 @@
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+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T08:12:54.082370+00:00"
+    },
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Iluvatar_bi-150": {
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-      "updatedAt": "2026-10-25T07:49:33.306459+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|MetaX_c-500": {
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Sunrise_pt-200-x1": {
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-25T07:49:33.414957+00:00"
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-      "updatedAt": "2026-10-25T07:39:33.583667+00:00"
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         "text-to-image-generation",
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         "text-to-image-generation",
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-      "updatedAt": "2026-10-25T07:39:33.761642+00:00"
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+        "text-to-image-generation",
+        "visual-multi-modal"
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       "updatedAt": "2026-10-25T08:11:11.441077+00:00"
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+    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|Cambricon_mlu-370-x4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T08:12:54.363400+00:00"
+    },
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@@ -558,6 +524,12 @@
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       "updatedAt": "2026-10-25T07:49:33.755460+00:00"
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+    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|Kunlunxin_p-800": {
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+      ],
+      "updatedAt": "2026-10-25T08:12:54.423169+00:00"
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@@ -592,6 +564,14 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T08:12:54.945535+00:00"
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@@ -633,12 +613,28 @@
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T08:12:55.086299+00:00"
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       "updatedAt": "2026-10-25T08:11:11.620296+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Cambricon_mlu-370-x4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T08:12:54.943351+00:00"
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@@ -652,6 +648,12 @@
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-25T08:12:54.985590+00:00"
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@@ -686,6 +688,14 @@
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Cambricon_mlu-370-x4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T08:12:54.818940+00:00"
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@@ -699,6 +709,12 @@
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Kunlunxin_p-800": {
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@@ -719,12 +735,28 @@
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
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+      "updatedAt": "2026-10-25T08:12:55.155327+00:00"
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       "updatedAt": "2026-10-25T08:11:11.641007+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Cambricon_mlu-370-x4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T08:12:54.983425+00:00"
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@@ -738,6 +770,12 @@
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Kunlunxin_p-800": {
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+        "text-generation"
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+      "updatedAt": "2026-10-25T08:12:55.085995+00:00"
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@@ -766,32 +804,33 @@
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+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|MetaX_c-500": {
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-    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Sunrise_pt-200-x1": {
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@@ -5744,12 +5559,28 @@
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     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T08:12:55.270020+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Biren_166m": {
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         "text-generation"
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       "updatedAt": "2026-10-25T08:11:11.707170+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T08:12:55.155948+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Iluvatar_bi-150": {
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         "asr",
@@ -5763,6 +5594,12 @@
       ],
       "updatedAt": "2026-10-25T07:49:34.466084+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Kunlunxin_p-800": {
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+        "text-generation"
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+      "updatedAt": "2026-10-25T08:12:55.205408+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|MetaX_c-500": {
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@@ -5791,12 +5628,28 @@
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       "updatedAt": "2026-10-25T07:59:43.905540+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T08:12:55.155399+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-25T08:11:11.707095+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T08:12:55.022144+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Iluvatar_bi-150": {
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         "asr",
@@ -5810,6 +5663,12 @@
       ],
       "updatedAt": "2026-10-25T07:49:34.389420+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T08:12:55.068514+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -5838,6 +5697,14 @@
       ],
       "updatedAt": "2026-10-25T07:59:43.843580+00:00"
     },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T08:12:54.433379+00:00"
+    },
     "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Vastai_va16": {
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         "text-generation"
@@ -6533,6 +6400,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T08:11:10.369777+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T08:12:53.754967+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index b326a5aa39..ac6e2cbdc7 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3817,6 +3817,18 @@
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 {"batchId": "d3a501384a724c469f96fd8ddc77f017", "completedAt": "2026-10-25T08:11:19.970523+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T08:11:17.479108+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ed090e7107344158996eb4c715bb7ef4", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 64e6bf39b5..01661b2c68 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "a02f6bacf36185124c777b20faa38cdb8ac84eb548c076204d11dc8baba1a098",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "6134a8032a09788a0138531a46c032993d1dac339751a764784355d665e9c2ea",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "6ce1a5623f2ec7f07f1e161f85da05a6b03670f285c808b10b1a515803fa5d5f",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "619ad02b01867a1b6783806fbbedb79c21627dbdc96aa09621c78b1208e97c32",
-    ".modelhub_state/official_capabilities.json": "58cc63045cc92c26eef968fabbfd0154ed817d80f1ace481b51791b40c0c1f41",
+    ".modelhub_state/market_intelligence.json": "ce47953f3c6509f1c7e28c33e14a2c129f41a30ad6f42381e33dc2fd1d402c38",
+    ".modelhub_state/official_capabilities.json": "1bcd3ebc95aaa937d8973e511b1023a676b1c7c9d064bbb42b18b93de085b601",
     ".modelhub_state/outcome_checkpoint.json": "9c58c179e87823bc847afaf59ce3be0f624c7df1715dbed5f9f7d33ba1d6c1fd",
     ".modelhub_state/queue_cleanup_latest.json": "e4cc1908acc35689a5db1391e4614516d2932677b57262f213fcb06b0d23a994",
     ".modelhub_state/recent_outcomes.jsonl": "f2bf55e84fb382c2a4e1519919c32a8f629ce9fc550e070348dcf4f980b9e43d",
     ".modelhub_state/recovery_active_tasks.jsonl": "5c4afa3495c7803438e519417c84c7b8b600b990479f3c01b2edca9b29c8eecc",
-    ".modelhub_state/recovery_intents.jsonl": "17b1c142b7edf65bdea790669ea3dae4c9f9110105b6d7b6c3e349d6cda74c5d",
+    ".modelhub_state/recovery_intents.jsonl": "9c080f85c3d5f728f0fd5266ae1dfd7a817444696532fe08175cb4b2565ee23b",
     ".modelhub_state/routing_intelligence.json": "2cac378cbedb387042a7853b19955757b9356d0fa682387d41914b281b0ddfa5",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "3527d86c4fe5a43e8c0b1158e6f24e748474fce5a149c696caf4a1da895ac64a",
     "ledger/submissions.jsonl": "23ffcc14e88cc38b1025d60b1fd771c64c7faa57f5c91f22c2ca4953d24316c1",
     "outcomes/submissions.jsonl": "4e07d8ffe195545f6974d0d7afb096916775102705f073c5e96b12a4672c6a50"
   },
-  "generation": 35835,
-  "phase": "cycle",
+  "generation": 35836,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T08:11:22.450597+00:00",
+  "updatedAt": "2026-10-25T08:12:57.570046+00:00",
   "writerId": "750e06ff79b245419d079bcf827fbb45"
 }