diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index a249c462ef..95d0798f67 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1191,7 +1191,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 282814a6a0..38703358d6 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 7992f42f56..d0b877c46f 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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@@ -258,14 +258,6 @@
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@@ -274,28 +266,12 @@
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@@ -349,6 +325,52 @@
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+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|Cambricon_mlu-370-x4": {
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+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|Kunlunxin_p-800": {
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+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|MetaX_c-500": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-20T15:47:21.258256+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Ascend_910-b4": {
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+        "text-generation",
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+      "updatedAt": "2026-10-20T15:47:21.351583+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Cambricon_mlu-370-x4": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-20T15:47:21.769544+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Kunlunxin_p-800": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-20T15:47:21.573205+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-20T15:47:21.450580+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-20T15:47:21.666381+00:00"
+    },
     "https://modelscope.cn/models/Cactus-Compute/needle3|2026-10-19T15:53:35+00:00|Ascend_910-b3": {
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@@ -3824,13 +3892,6 @@
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-    "https://modelscope.cn/models/hf/esatapedico-Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-NVFP4-GGUF|2026-10-17T13:11:09+00:00|Mthreads_s4000": {
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@@ -4561,13 +4584,6 @@
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-    "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4-LiLiCorr|2026-10-17T13:18:19+00:00|Mthreads_s4000": {
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     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4-LiLiCorr|2026-10-17T13:18:19+00:00|hygon_k100-ai": {
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@@ -4621,14 +4637,6 @@
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-    "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-Labs-Dory1.0-4B-MXFP8|2026-10-17T05:35:31+00:00|Ascend_910-b4": {
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@@ -4674,14 +4682,6 @@
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-    "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-Labs-Dory1.0-4B-NVFP4|2026-10-17T05:39:17+00:00|Ascend_910-b4": {
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@@ -4704,14 +4704,6 @@
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-    "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-Labs-Dory1.0-4B-NVFP4|2026-10-17T05:39:17+00:00|MetaX_c-500": {
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         "text-generation",
@@ -4993,6 +4985,14 @@
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       "updatedAt": "2026-10-20T13:29:30.062020+00:00"
     },
+    "https://modelscope.cn/models/pipenetwork/DeepSeek-V4.1-Flash-1017-MLX-mixed-4_8bit|2026-10-17T20:12:38+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-20T15:47:30.549359+00:00"
+    },
     "https://modelscope.cn/models/pipenetwork/DeepSeek-V4.1-Flash-1017-MLX-mixed-4_8bit|2026-10-17T20:12:38+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
@@ -5007,6 +5007,14 @@
       ],
       "updatedAt": "2026-10-20T13:04:59.268522+00:00"
     },
+    "https://modelscope.cn/models/pipenetwork/DeepSeek-V4.1-Flash-1017-MLX-mixed-4_8bit|2026-10-17T20:12:38+00:00|MetaX_c-500": {
+      "taskTypes": [
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+        "text-generation",
+        "visual-multi-modal"
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+    },
     "https://modelscope.cn/models/pipenetwork/DeepSeek-V4.1-Flash-1017-MLX-mixed-4_8bit|2026-10-17T20:12:38+00:00|hygon_k100-ai": {
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@@ -5023,14 +5031,6 @@
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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|Ascend_910-b4": {
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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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         "text-generation",
@@ -6545,6 +6545,6 @@
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   ],
-  "taskTreeUpdatedAt": "2026-10-20T15:20:31.159655+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T15:45:25.959866+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index f900fa725b..ebd4502f09 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3648,6 +3648,18 @@
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diff --git a/manifest.json b/manifest.json
index 5adc0d26c8..d26e4c9e7e 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }