diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 347a7b9017..f81bcaeff9 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index eee0894d99..54dbc81a86 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 8ec6c4c5c5..1248067983 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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+      "updatedAt": "2026-10-24T17:10:30.013516+00:00"
+    },
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@@ -1041,6 +1131,12 @@
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+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-24T17:10:30.083738+00:00"
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@@ -1088,6 +1184,12 @@
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@@ -1130,6 +1232,12 @@
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+    "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-24T17:10:30.158509+00:00"
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@@ -1177,6 +1285,12 @@
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       "updatedAt": "2026-10-24T17:08:49.692674+00:00"
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+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-24T17:10:29.817960+00:00"
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@@ -1232,6 +1346,12 @@
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+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-24T17:10:29.790979+00:00"
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@@ -1287,6 +1407,12 @@
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       "updatedAt": "2026-10-24T17:08:49.740334+00:00"
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+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-24T17:10:29.875286+00:00"
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@@ -1342,6 +1468,12 @@
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+      "updatedAt": "2026-10-24T17:10:29.495048+00:00"
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@@ -1413,6 +1545,12 @@
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Biren_166m": {
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@@ -1484,6 +1622,12 @@
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@@ -1539,6 +1683,12 @@
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+      "updatedAt": "2026-10-24T17:10:29.584594+00:00"
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@@ -1719,7 +1817,7 @@
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       ],
       "updatedAt": "2026-10-24T17:08:50.241668+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T17:10:30.095042+00:00"
+    },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5322,6 +5151,12 @@
       ],
       "updatedAt": "2026-10-24T17:08:49.814438+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T17:10:29.889725+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5369,6 +5204,12 @@
       ],
       "updatedAt": "2026-10-24T16:55:28.308429+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T17:10:30.326132+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5424,6 +5265,12 @@
       ],
       "updatedAt": "2026-10-24T17:08:50.131341+00:00"
     },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T17:10:30.019750+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5479,6 +5326,12 @@
       ],
       "updatedAt": "2026-10-24T17:08:49.877371+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T17:10:29.899783+00:00"
+    },
     "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5562,6 +5415,12 @@
       ],
       "updatedAt": "2026-10-24T17:08:44.368553+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T17:10:29.665340+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
@@ -5633,6 +5492,12 @@
       ],
       "updatedAt": "2026-10-24T17:08:44.418738+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T17:10:29.682508+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
@@ -5704,6 +5569,12 @@
       ],
       "updatedAt": "2026-10-24T17:08:44.283302+00:00"
     },
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T17:10:29.584562+00:00"
+    },
     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
@@ -5775,6 +5646,12 @@
       ],
       "updatedAt": "2026-10-24T17:08:50.131466+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T17:10:30.019719+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5830,6 +5707,12 @@
       ],
       "updatedAt": "2026-10-24T17:08:50.076344+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T17:10:30.013545+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
         "text-generation",
@@ -6572,6 +6455,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T17:08:43.857279+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T17:10:29.259331+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index e534dfdadc..77ddbb1e51 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3780,6 +3780,18 @@
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diff --git a/manifest.json b/manifest.json
index 64a2792b14..0d9eb03613 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }