diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index cd21efdf08..3220636419 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1132,7 +1132,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 4195153da8..617c6b1930 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 11b95add01..e3aed87d51 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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@@ -359,22 +359,6 @@
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@@ -383,20 +367,6 @@
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@@ -404,14 +374,6 @@
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@@ -4242,6 +4246,14 @@
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+    "https://modelscope.cn/models/inclusionAI/Ling-3.1-flash|2026-10-20T12:07:35+00:00|MetaX_c-500": {
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@@ -4494,22 +4506,6 @@
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@@ -4517,14 +4513,6 @@
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@@ -4563,22 +4551,6 @@
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@@ -4587,20 +4559,6 @@
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@@ -5056,6 +4990,22 @@
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       "updatedAt": "2026-10-20T23:17:05.353341+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-20T12:07:25+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-20T23:48:15.970536+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-20T12:07:25+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-20T23:48:15.870979+00:00"
+    },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-20T12:07:25+00:00|Cambricon_mlu-370-x8": {
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@@ -5064,6 +5014,14 @@
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       "updatedAt": "2026-10-20T23:17:05.891722+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-20T12:07:25+00:00|MetaX_c-500": {
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     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-20T12:07:25+00:00|Mthreads_s4000": {
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@@ -5610,6 +5568,22 @@
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       "updatedAt": "2026-10-20T23:17:07.353946+00:00"
     },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-20T13:13:54+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-20T23:48:14.665745+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-20T13:13:54+00:00|Ascend_910-b4": {
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     "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-20T13:13:54+00:00|Mthreads_s4000": {
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@@ -5781,6 +5755,22 @@
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       "updatedAt": "2026-10-20T23:17:01.478013+00:00"
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+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-20T23:48:04.196448+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
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+      "updatedAt": "2026-10-20T23:48:04.153629+00:00"
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     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Cambricon_mlu-370-x8": {
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@@ -5789,6 +5779,29 @@
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     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|MetaX_c-500": {
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+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Mthreads_s4000": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-20T23:48:04.353524+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-20T23:48:04.224862+00:00"
+    },
     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|Ascend_910-b3": {
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@@ -6570,6 +6583,6 @@
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-  "taskTreeUpdatedAt": "2026-10-20T23:14:41.367402+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T23:47:50.658210+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index ca8c886492..138c49a4ba 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3648,6 +3648,7 @@
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diff --git a/manifest.json b/manifest.json
index 672d63b2f8..e055507470 100644
--- a/manifest.json
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@@ -2,24 +2,24 @@
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 }