diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index f5b5bfa6ed..428760da39 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -2333,7 +2333,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 2c962d8b91..a6b51574f8 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
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@@ -584,188 +584,188 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 423d5484bf..f3fa5f8a1b 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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@@ -150,6 +150,22 @@
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Cambricon_mlu-370-x8": {
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@@ -164,6 +180,14 @@
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+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|MetaX_c-500": {
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|hygon_k100-ai": {
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@@ -188,14 +212,6 @@
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@@ -5029,6 +5001,30 @@
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+    "https://modelscope.cn/models/onnx-community/LFM2-2.6B-ONNX|2026-10-19T17:17:13+00:00|Ascend_910-b3": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-19T21:57:45.859327+00:00"
+    },
+    "https://modelscope.cn/models/onnx-community/LFM2-2.6B-ONNX|2026-10-19T17:17:13+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-19T21:57:46.065209+00:00"
+    },
+    "https://modelscope.cn/models/onnx-community/LFM2-2.6B-ONNX|2026-10-19T17:17:13+00:00|MetaX_c-500": {
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+    "https://modelscope.cn/models/onnx-community/Qwen3-4B-ONNX|2026-10-19T21:38:47+00:00|Ascend_910-b3": {
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+    "https://modelscope.cn/models/onnx-community/Qwen3-4B-ONNX|2026-10-19T21:38:47+00:00|Ascend_910-b4": {
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+        "visual-multi-modal"
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+    },
+    "https://modelscope.cn/models/onnx-community/Qwen3-4B-ONNX|2026-10-19T21:38:47+00:00|MetaX_c-500": {
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+        "text-generation",
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+    },
+    "https://modelscope.cn/models/onnx-community/Qwen3-4B-ONNX|2026-10-19T21:38:47+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-19T21:57:36.565758+00:00"
+    },
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@@ -5208,14 +5220,6 @@
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-    "https://modelscope.cn/models/prithivMLmods/microsoft-UserRepGen-4B-GGUF|2026-10-15T23:18:06+00:00|Cambricon_mlu-370-x4": {
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@@ -5262,14 +5266,6 @@
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-    "https://modelscope.cn/models/r0b0tlab/NVIDIA-Nemotron-3.5-Bolt-74B-A9B-EXL3-2.08bpw|2026-10-17T05:31:59+00:00|Cambricon_mlu-370-x4": {
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@@ -5292,6 +5288,22 @@
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       "updatedAt": "2026-10-19T21:06:45.970504+00:00"
     },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-19T19:12:01+00:00|Ascend_910-b3": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-19T21:57:36.759880+00:00"
+    },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-19T19:12:01+00:00|Ascend_910-b4": {
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     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-19T19:12:01+00:00|Cambricon_mlu-370-x8": {
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@@ -5306,6 +5318,22 @@
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-19T19:12:01+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-19T21:57:36.853560+00:00"
+    },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-19T19:12:01+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-19T21:57:36.996643+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/NVIDIA-Nemotron-3.5-Bolt-74B-A9B-MLX-3bit|2026-10-15T18:35:13+00:00|Ascend_910-b3": {
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@@ -5360,14 +5388,6 @@
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-    "https://modelscope.cn/models/rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit|2026-10-16T05:43:29+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit|2026-10-16T05:43:29+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5444,14 +5464,6 @@
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       "updatedAt": "2026-10-19T20:34:30.356845+00:00"
     },
-    "https://modelscope.cn/models/rockmatrix/EdgeRock|2026-10-16T20:20:12+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/rockmatrix/EdgeRock|2026-10-16T20:20:12+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -5715,14 +5727,6 @@
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       "updatedAt": "2026-10-19T20:34:30.393059+00:00"
     },
-    "https://modelscope.cn/models/unsloth/Beam-1.0-501B-A23B-GGUF|2026-10-17T01:06:28+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-19T19:35:17.758961+00:00"
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     "https://modelscope.cn/models/unsloth/Beam-1.0-501B-A23B-GGUF|2026-10-17T01:06:28+00:00|Cambricon_mlu-370-x8": {
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@@ -6581,6 +6585,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-19T21:31:52.566882+00:00",
+  "taskTreeUpdatedAt": "2026-10-19T21:57:23.756382+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3197d0585a..6ae3393575 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3645,6 +3645,18 @@
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diff --git a/manifest.json b/manifest.json
index 56bc6ac360..ab742a8dd4 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }