diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 8334596f66..cdff7ca1dd 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 5f53610e15..41eacebc99 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-25T14:44:04.377570+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ef8a8e2226..a495339110 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -56,7 +56,7 @@
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@@ -1642,19 +1642,19 @@
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-      "updatedAt": "2026-10-25T14:30:35.391533+00:00"
+      "updatedAt": "2026-10-25T14:45:49.167772+00:00"
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Biren_166m": {
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     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Iluvatar_bi-150": {
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@@ -1684,13 +1684,6 @@
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-10-25T14:30:35.432817+00:00"
+      "updatedAt": "2026-10-25T14:45:49.215629+00:00"
+    },
+    "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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+      "updatedAt": "2026-10-25T14:35:51.096632+00:00"
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     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Iluvatar_bi-150": {
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@@ -1735,20 +1728,11 @@
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-        "text-generation",
-        "visual-multi-modal"
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-    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-25T14:30:35.374903+00:00"
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@@ -1883,12 +1859,6 @@
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@@ -1904,14 +1874,6 @@
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@@ -2216,6 +2178,28 @@
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       "updatedAt": "2026-10-25T14:30:57.260959+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T14:45:49.939222+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T14:45:49.977756+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T14:45:49.896599+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit|2026-10-21T16:38:25+00:00|Ascend_910-b3": {
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@@ -4906,6 +4890,56 @@
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       "updatedAt": "2026-10-25T14:30:56.609762+00:00"
     },
+    "https://modelscope.cn/models/hf/BennyDaBall-MiniMax-M2.5-REAP-139B-A10B-MXFP4|2026-10-21T14:57:06+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T14:45:50.016943+00:00"
+    },
+    "https://modelscope.cn/models/hf/BennyDaBall-MiniMax-M2.5-REAP-139B-A10B-MXFP4|2026-10-21T14:57:06+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T14:45:50.047681+00:00"
+    },
+    "https://modelscope.cn/models/hf/BennyDaBall-MiniMax-M2.5-REAP-139B-A10B-MXFP4|2026-10-21T14:57:06+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T14:45:49.970835+00:00"
+    },
+    "https://modelscope.cn/models/hf/BennyDaBall-MiniMax-M2.5-REAP-139B-A10B-MXFP4|2026-10-21T14:57:06+00:00|Iluvatar_bi-150": {
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+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T14:45:49.931835+00:00"
+    },
+    "https://modelscope.cn/models/hf/BennyDaBall-MiniMax-M2.5-REAP-139B-A10B-MXFP4|2026-10-21T14:57:06+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T14:45:49.863510+00:00"
+    },
+    "https://modelscope.cn/models/hf/BennyDaBall-MiniMax-M2.5-REAP-139B-A10B-MXFP4|2026-10-21T14:57:06+00:00|Kunlunxin_p-800": {
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+        "text-generation"
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+      "updatedAt": "2026-10-25T14:45:49.899739+00:00"
+    },
     "https://modelscope.cn/models/hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64|2026-10-21T15:04:03+00:00|Ascend_910-b3": {
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@@ -5874,14 +5908,6 @@
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-    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Ascend_910-b4": {
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@@ -5918,20 +5944,6 @@
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-    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Kunlunxin_p-800": {
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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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@@ -5939,14 +5951,6 @@
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-    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|hygon_k100-ai": {
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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",
@@ -6871,6 +6875,6 @@
       "updateTime": "2025-12-22 08:59:53"
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-  "taskTreeUpdatedAt": "2026-10-25T14:44:04.377570+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T14:45:48.553753+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 9c9d8faf8a..2d05abb69f 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3833,6 +3833,18 @@
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diff --git a/manifest.json b/manifest.json
index dbc8511214..dffef91bce 100644
--- a/manifest.json
+++ b/manifest.json
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