diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 3edde948eb..4f79f0f1e3 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -525,7 +525,7 @@
       "taskType": "text-generation"
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-  "generatedAt": "2026-10-26T01:07:09.041239+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 0af14b47be..02d2171de2 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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@@ -452,143 +452,143 @@
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@@ -597,20 +597,20 @@
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@@ -619,20 +619,20 @@
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@@ -641,131 +641,131 @@
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-  "queueUpdatedAt": "2026-10-26T00:58:45.759687+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 417dc3aeaf..d95dea8f61 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-26T01:07:09.168735+00:00",
+  "catalogUpdatedAt": "2026-10-26T01:08:46.054882+00:00",
   "configuredTaskTypes": [
     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-26T01:07:09.168735+00:00",
+  "generatedAt": "2026-10-26T01:08:53.856696+00:00",
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@@ -158,19 +158,27 @@
       ],
       "updatedAt": "2026-10-26T01:00:36.153921+00:00"
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+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-26T01:08:46.991666+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Biren_166m": {
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       "updatedAt": "2026-10-26T00:58:46.892825+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Cambricon_mlu-370-x4": {
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Cambricon_mlu-370-x8": {
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         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-26T00:49:52.294547+00:00"
+      "updatedAt": "2026-10-26T01:08:47.112224+00:00"
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     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Iluvatar_bi-150": {
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@@ -200,19 +208,13 @@
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|MetaX_c-500": {
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|hygon_k100-ai": {
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-        "feature_emb",
         "text-generation",
+        "text-to-image-generation",
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-      "updatedAt": "2026-10-26T00:49:52.390710+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Vastai_va16": {
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-        "text-generation"
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-      "updatedAt": "2026-10-26T00:49:52.355103+00:00"
+      "updatedAt": "2026-10-26T01:08:47.039787+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b3": {
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@@ -222,27 +224,27 @@
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       "updatedAt": "2026-10-26T01:00:37.690489+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-26T01:08:50.423955+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Biren_166m": {
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       "updatedAt": "2026-10-26T00:58:56.385037+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x4": {
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-10-26T00:50:03.683574+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_bi-100": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-26T00:47:58.583522+00:00"
+      "updatedAt": "2026-10-26T01:08:50.512729+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_bi-150": {
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@@ -255,7 +257,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-26T00:47:58.532809+00:00"
+      "updatedAt": "2026-10-26T01:08:50.368468+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_mrv-100": {
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@@ -264,7 +266,7 @@
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+    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-4bit|2026-10-21T16:06:54+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/cyankiwi/GLM-4.7-AWQ-4bit|2026-10-21T16:51:46+00:00|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-26T01:08:51.617467+00:00"
+    },
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+    "https://modelscope.cn/models/cyankiwi/GLM-4.7-AWQ-4bit|2026-10-21T16:51:46+00:00|hygon_k100-ai": {
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+    },
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-    "https://modelscope.cn/models/cyankiwi/Hermes-4-14B-AWQ-4bit|2026-10-21T14:53:28+00:00|Vastai_va16": {
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+    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-4bit|2026-10-21T17:15:17+00:00|hygon_k100-ai": {
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+        "text-generation",
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+        "visual-multi-modal"
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@@ -2645,6 +2679,14 @@
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+    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit|2026-10-21T16:52:19+00:00|Ascend_910-b4": {
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-    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit|2026-10-21T16:52:19+00:00|Iluvatar_bi-100": {
+    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit|2026-10-21T16:52:19+00:00|Cambricon_mlu-370-x8": {
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-REAP-162B-A10B-AWQ-4bit|2026-10-21T15:57:21+00:00|Cambricon_mlu-370-x8": {
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+    },
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-26T01:08:53.307924+00:00"
+    },
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-    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Vastai_va16": {
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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@@ -3355,6 +3521,14 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit|2026-10-21T16:25:01+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-26T01:08:52.062488+00:00"
+    },
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@@ -3363,6 +3537,14 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-172B-A10B-AWQ-4bit|2026-10-21T15:49:58+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-26T01:08:52.926247+00:00"
+    },
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-172B-A10B-AWQ-4bit|2026-10-21T15:49:58+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-26T01:08:53.022714+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-AWQ-4bit|2026-10-21T16:56:38+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-26T01:08:51.338975+00:00"
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@@ -3391,6 +3583,14 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-AWQ-4bit|2026-10-21T16:56:38+00:00|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-26T01:08:51.426735+00:00"
+    },
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@@ -3398,7 +3598,7 @@
         "text-to-image-generation",
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@@ -3420,6 +3620,14 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-AWQ-4bit|2026-10-21T16:56:38+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-26T01:08:51.395860+00:00"
+    },
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@@ -3428,27 +3636,27 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|Ascend_910-b4": {
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+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|hygon_k100-ai": {
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-    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|MetaX_c-500": {
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+    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-26T01:08:47.377808+00:00"
+    },
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-    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-10-25T14:00:43+00:00|Cambricon_mlu-370-x4": {
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-    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|Iluvatar_bi-100": {
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+    },
+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|hygon_k100-ai": {
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@@ -4938,25 +5240,35 @@
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+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Ascend_910-b4": {
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+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Cambricon_mlu-370-x8": {
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+      "updatedAt": "2026-10-26T01:08:49.243997+00:00"
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Cambricon_mlu-370-x4": {
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Iluvatar_bi-100": {
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-      "updatedAt": "2026-10-26T00:47:56.387604+00:00"
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@@ -5885,7 +6087,7 @@
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|MetaX_c-500": {
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Vastai_va16": {
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-    "https://modelscope.cn/models/ustcliusaisai/DeepSeek-V4.1-Flash-1017-GSQ-RCO-IQ2_XXS-Strata|2026-10-24T11:36:54+00:00|Iluvatar_bi-100": {
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-      "updatedAt": "2026-10-26T00:47:55.870587+00:00"
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-      "updatedAt": "2026-10-26T00:49:55.510148+00:00"
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-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-25T11:26:46+00:00|Iluvatar_bi-100": {
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-      "updatedAt": "2026-10-26T00:47:55.522830+00:00"
+      "updatedAt": "2026-10-26T01:08:47.772039+00:00"
+    },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-25T11:26:46+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-26T01:08:47.714345+00:00"
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@@ -6012,19 +6202,27 @@
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       "updatedAt": "2026-10-26T01:00:36.048146+00:00"
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+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T01:08:46.784211+00:00"
+    },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Biren_166m": {
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-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Cambricon_mlu-370-x4": {
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-10-26T00:49:51.439021+00:00"
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@@ -6054,19 +6252,13 @@
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-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|MetaX_c-500": {
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|hygon_k100-ai": {
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-        "feature_emb",
         "text-generation",
+        "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-26T00:49:51.549767+00:00"
-    },
-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Vastai_va16": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-26T00:49:51.497458+00:00"
+      "updatedAt": "2026-10-26T01:08:46.842006+00:00"
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   "taskTree": [
@@ -6749,6 +6941,6 @@
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-  "taskTreeUpdatedAt": "2026-10-26T01:07:09.168735+00:00",
+  "taskTreeUpdatedAt": "2026-10-26T01:08:46.054882+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index c9fda67425..6bb0c62559 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3887,6 +3887,18 @@
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diff --git a/manifest.json b/manifest.json
index a4ab01fbf9..824d8705da 100644
--- a/manifest.json
+++ b/manifest.json
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