diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index fd3752874e..5739a810ed 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -414,7 +414,7 @@
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-  "generatedAt": "2026-10-13T09:55:41.952966+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 6bfc1d303b..b0e5390648 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T09:55:41.952966+00:00",
+  "catalogUpdatedAt": "2026-10-13T10:02:20.063957+00:00",
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@@ -56,7 +56,7 @@
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+  "generatedAt": "2026-10-13T10:06:12.654793+00:00",
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-10-13T09:58:59.157865+00:00"
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@@ -164,13 +164,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T09:59:00.857213+00:00"
+      "updatedAt": "2026-10-13T10:05:40.949670+00:00"
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-      "updatedAt": "2026-10-13T09:59:01.162261+00:00"
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-      "updatedAt": "2026-10-13T09:59:01.270249+00:00"
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-      "updatedAt": "2026-10-13T09:59:01.058667+00:00"
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-      "updatedAt": "2026-10-13T09:59:00.966986+00:00"
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-      "updatedAt": "2026-10-13T09:59:00.555742+00:00"
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-      "updatedAt": "2026-10-13T09:59:00.863553+00:00"
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@@ -224,7 +224,7 @@
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-      "updatedAt": "2026-10-13T09:59:00.952840+00:00"
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-      "updatedAt": "2026-10-13T09:58:42.575474+00:00"
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-      "updatedAt": "2026-10-13T09:58:42.648228+00:00"
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-      "updatedAt": "2026-10-13T09:58:42.489560+00:00"
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-      "updatedAt": "2026-10-13T09:58:42.456910+00:00"
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-      "updatedAt": "2026-10-13T09:58:43.447327+00:00"
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-      "updatedAt": "2026-10-13T09:58:43.553433+00:00"
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     "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Biren_166m": {
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+    },
+    "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-13T10:05:17.161748+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|MetaX_c-500": {
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@@ -392,7 +400,7 @@
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-13T09:59:08.262085+00:00"
+      "updatedAt": "2026-10-13T10:05:48.992519+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-13T09:59:08.289764+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Cambricon_mlu-370-x8": {
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Biren_166m": {
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-13T09:59:07.969493+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Cambricon_mlu-370-x8": {
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|MetaX_c-500": {
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x4": {
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@@ -5730,7 +5730,7 @@
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-      "updatedAt": "2026-10-13T09:59:29.567055+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-10-13T09:59:29.353136+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|MetaX_c-500": {
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@@ -5746,7 +5746,7 @@
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@@ -5754,13 +5754,13 @@
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-13T09:58:47.759671+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Cambricon_mlu-370-x4": {
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@@ -5768,7 +5768,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T09:58:47.866953+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Cambricon_mlu-370-x8": {
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@@ -5776,7 +5776,7 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|MetaX_c-500": {
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@@ -5784,7 +5784,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-13T09:58:47.563191+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|hygon_k100-ai": {
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@@ -5792,7 +5792,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T09:58:47.618045+00:00"
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@@ -5800,13 +5800,13 @@
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-      "updatedAt": "2026-10-13T09:58:50.651175+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x4": {
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@@ -5814,7 +5814,7 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x8": {
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@@ -5822,7 +5822,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T09:58:50.552112+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
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@@ -5830,7 +5830,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-13T09:58:50.422728+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
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@@ -5838,7 +5838,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T09:58:50.491261+00:00"
+      "updatedAt": "2026-10-13T10:05:30.862201+00:00"
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   "taskTree": [
@@ -6521,6 +6521,6 @@
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-  "taskTreeUpdatedAt": "2026-10-13T09:55:41.952966+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T10:02:20.063957+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 0b290e6c98..d7e8e6344e 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3462,6 +3462,7 @@
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 {"batchId": "64ef2259965a4a47875e42e124456e7a", "completedAt": "2026-10-10T08:22:29.829255+00:00", "configFingerprint": "014e4c7848d2739d8b20b385d6b85827a2fc5723d3b5a17c03afbd67c56275d9", "configSource": "modelhub_live", "createdAt": "2026-10-10T08:19:42.281118+00:00", "framework": "llamacpp", "intentId": "1c4c57e0fcb04deda8bccda4d928eff0", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
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diff --git a/manifest.json b/manifest.json
index 743b1ded01..602d6970cd 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
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-    ".modelhub_state/official_capabilities.json": "86fd1a79eafb55e247915a950afd60e938d451ad7543706db9ae5c268eb7fc59",
+    ".modelhub_state/market_intelligence.json": "febc52c5129aa0c429c1a16e4a0ef641313b1e1511515a76d0077061da1d352b",
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-    ".modelhub_state/recovery_intents.jsonl": "763dff4ac8c5758b67bd736cb8980c32c772f0ba5505c0f1fd064199fbaf53c7",
+    ".modelhub_state/recovery_intents.jsonl": "b76f360e71a5a1c8333c0f4b96d6912288068b79bdc6b2af160baa6644e780a9",
     ".modelhub_state/routing_intelligence.json": "20ac95fe39015cb3593631f049d837d8d494cda7cb91597af5576e20673463aa",
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-  "generation": 24252,
-  "phase": "cycle",
+  "generation": 24253,
+  "phase": "intent",
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-  "updatedAt": "2026-10-13T09:59:36.402145+00:00",
+  "updatedAt": "2026-10-13T10:06:13.221499+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }