diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 12a1092fe0..347a7b9017 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-24T17:07:05.253833+00:00",
+  "generatedAt": "2026-10-24T17:08:43.748869+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index e7ff8aca5e..eee0894d99 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-24T17:07:05.356850+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 6e12f9552c..8ec6c4c5c5 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T17:07:05.356850+00:00",
+  "catalogUpdatedAt": "2026-10-24T17:08:43.857279+00:00",
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-24T17:07:07.702801+00:00",
+  "generatedAt": "2026-10-24T17:08:52.065092+00:00",
   "gpuCatalog": {
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@@ -150,11 +150,13 @@
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       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:44:34.375325+00:00"
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@@ -199,6 +201,14 @@
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       "updatedAt": "2026-10-24T16:55:27.243695+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:44.094033+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Sunrise_pt-200-x1": {
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@@ -217,13 +227,7 @@
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-      "updatedAt": "2026-10-24T16:34:35.160750+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T16:44:35.216217+00:00"
+      "updatedAt": "2026-10-24T17:08:50.958432+00:00"
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-      "updatedAt": "2026-10-24T16:34:35.221459+00:00"
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-      "updatedAt": "2026-10-24T16:44:35.275074+00:00"
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@@ -311,7 +309,7 @@
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-      "updatedAt": "2026-10-24T16:34:35.221915+00:00"
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-      "updatedAt": "2026-10-24T16:34:35.160701+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Biren_166m": {
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-      ],
-      "updatedAt": "2026-10-24T16:44:35.275036+00:00"
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+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:44:34.586580+00:00"
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@@ -533,6 +515,14 @@
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:49.532751+00:00"
+    },
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@@ -545,12 +535,6 @@
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@@ -578,6 +562,14 @@
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       "updatedAt": "2026-10-24T16:55:28.608837+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:49.865056+00:00"
+    },
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@@ -590,11 +582,13 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Biren_166m": {
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-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:44:34.793578+00:00"
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@@ -623,6 +617,14 @@
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:49.893282+00:00"
+    },
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@@ -635,12 +637,6 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Biren_166m": {
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@@ -668,6 +664,14 @@
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       "updatedAt": "2026-10-24T16:55:28.450278+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:49.892141+00:00"
+    },
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@@ -680,11 +684,13 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Biren_166m": {
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       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:44:34.874053+00:00"
+      "updatedAt": "2026-10-24T17:08:49.971577+00:00"
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@@ -713,6 +719,14 @@
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       "updatedAt": "2026-10-24T16:55:28.601749+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:49.918723+00:00"
+    },
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@@ -725,11 +739,13 @@
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       "updatedAt": "2026-10-24T16:55:28.563318+00:00"
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-    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Biren_166m": {
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       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:44:34.585187+00:00"
+      "updatedAt": "2026-10-24T17:08:49.532775+00:00"
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     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Cambricon_mlu-370-x4": {
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@@ -766,6 +782,14 @@
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       "updatedAt": "2026-10-24T16:55:27.870285+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:49.490375+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Sunrise_pt-200-x1": {
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@@ -778,11 +802,13 @@
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-    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Biren_166m": {
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Ascend_910-b3": {
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-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:44:34.444754+00:00"
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     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Cambricon_mlu-370-x4": {
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@@ -827,6 +853,14 @@
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       "updatedAt": "2026-10-24T16:55:27.450824+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:44.218416+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Sunrise_pt-200-x1": {
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@@ -845,7 +879,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:34:35.989201+00:00"
+      "updatedAt": "2026-10-24T17:08:51.891438+00:00"
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     "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Biren_166m": {
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@@ -895,7 +929,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:34:36.048395+00:00"
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     "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Sunrise_pt-200-x1": {
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@@ -909,11 +943,13 @@
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-    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Biren_166m": {
+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Ascend_910-b3": {
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-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:44:34.874075+00:00"
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-      "updatedAt": "2026-10-24T16:44:34.941973+00:00"
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@@ -1092,6 +1110,14 @@
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-    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Biren_166m": {
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@@ -1182,6 +1204,14 @@
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+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|MetaX_c-500": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T17:08:49.637840+00:00"
+    },
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-    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Biren_166m": {
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@@ -1227,6 +1259,14 @@
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+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|MetaX_c-500": {
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-    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Biren_166m": {
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@@ -1272,6 +1314,14 @@
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+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|MetaX_c-500": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T17:08:49.692309+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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+        "text-generation",
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@@ -1333,6 +1385,14 @@
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       "updatedAt": "2026-10-24T16:55:27.222441+00:00"
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T17:08:44.094202+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Sunrise_pt-200-x1": {
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@@ -1345,11 +1405,13 @@
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@@ -1394,6 +1456,14 @@
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       "updatedAt": "2026-10-24T16:55:27.229665+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|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T17:08:44.094584+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Sunrise_pt-200-x1": {
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@@ -1412,13 +1482,7 @@
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-    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Biren_166m": {
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-      ],
-      "updatedAt": "2026-10-24T16:44:35.019708+00:00"
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@@ -1453,7 +1517,7 @@
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-      "updatedAt": "2026-10-24T16:34:34.899782+00:00"
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@@ -1467,11 +1531,13 @@
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-    "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Biren_166m": {
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+        "visual-multi-modal"
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@@ -1516,6 +1582,14 @@
       ],
       "updatedAt": "2026-10-24T16:55:27.458421+00:00"
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+    "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|MetaX_c-500": {
+      "taskTypes": [
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:44.218440+00:00"
+    },
     "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Sunrise_pt-200-x1": {
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@@ -1689,7 +1763,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-24T16:34:35.729634+00:00"
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@@ -1732,7 +1806,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-24T16:34:35.729613+00:00"
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     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit|2026-10-21T16:19:53+00:00|Vastai_va16": {
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@@ -1746,7 +1820,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:34:35.339863+00:00"
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@@ -1895,7 +1969,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:34:35.665434+00:00"
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@@ -1957,7 +2031,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:34:35.668952+00:00"
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@@ -2080,7 +2154,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:34:35.808501+00:00"
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@@ -2129,13 +2203,7 @@
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-    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Biren_166m": {
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-      ],
-      "updatedAt": "2026-10-24T16:44:35.130873+00:00"
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@@ -2170,7 +2238,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:34:35.063217+00:00"
+      "updatedAt": "2026-10-24T17:08:50.511065+00:00"
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@@ -2268,7 +2336,7 @@
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-      "updatedAt": "2026-10-24T16:34:35.552563+00:00"
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@@ -2318,7 +2386,7 @@
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@@ -2350,7 +2418,7 @@
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-      "updatedAt": "2026-10-24T16:34:35.861570+00:00"
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@@ -2447,12 +2515,6 @@
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-      "updatedAt": "2026-10-24T16:44:35.275248+00:00"
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-      "updatedAt": "2026-10-24T16:34:35.398134+00:00"
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@@ -4360,7 +4406,7 @@
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-      "updatedAt": "2026-10-24T16:34:35.484631+00:00"
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@@ -4422,7 +4468,7 @@
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-      "updatedAt": "2026-10-24T16:34:35.808476+00:00"
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-      "updatedAt": "2026-10-24T16:34:35.484124+00:00"
+      "updatedAt": "2026-10-24T17:08:51.290241+00:00"
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-      "updatedAt": "2026-10-24T16:34:35.552150+00:00"
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-      "updatedAt": "2026-10-24T16:34:36.139940+00:00"
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@@ -4685,11 +4731,13 @@
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-    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Biren_166m": {
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T17:08:49.800543+00:00"
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@@ -4718,6 +4766,14 @@
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       "updatedAt": "2026-10-24T16:55:28.367043+00:00"
     },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:49.740300+00:00"
+    },
     "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Sunrise_pt-200-x1": {
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@@ -4886,7 +4942,7 @@
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-      "updatedAt": "2026-10-24T16:34:35.808851+00:00"
+      "updatedAt": "2026-10-24T17:08:51.738033+00:00"
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     "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|Biren_166m": {
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@@ -4936,7 +4992,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-24T16:34:35.857873+00:00"
+      "updatedAt": "2026-10-24T17:08:51.691377+00:00"
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@@ -4962,7 +5018,7 @@
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-      "updatedAt": "2026-10-24T16:34:34.997541+00:00"
+      "updatedAt": "2026-10-24T17:08:50.715809+00:00"
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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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@@ -4970,13 +5026,7 @@
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-      "updatedAt": "2026-10-24T16:34:35.063254+00:00"
-    },
-    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|Biren_166m": {
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-      ],
-      "updatedAt": "2026-10-24T16:44:34.585983+00:00"
+      "updatedAt": "2026-10-24T17:08:50.679744+00:00"
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     "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|Cambricon_mlu-370-x4": {
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@@ -5013,6 +5063,14 @@
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       "updatedAt": "2026-10-24T16:55:27.863997+00:00"
     },
+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|MetaX_c-500": {
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+      "updatedAt": "2026-10-24T17:08:49.433321+00:00"
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@@ -5025,6 +5083,14 @@
       ],
       "updatedAt": "2026-10-24T16:55:27.825420+00:00"
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+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-24T17:08:49.800566+00:00"
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@@ -5039,6 +5105,14 @@
       ],
       "updatedAt": "2026-10-24T16:55:28.186124+00:00"
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+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
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+      "updatedAt": "2026-10-24T17:08:49.724591+00:00"
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@@ -5057,13 +5131,7 @@
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-      "updatedAt": "2026-10-24T16:44:35.019656+00:00"
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@@ -5098,7 +5166,7 @@
         "text-generation",
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@@ -5142,13 +5210,7 @@
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-    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Biren_166m": {
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-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T16:44:35.019883+00:00"
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     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Cambricon_mlu-370-x8": {
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@@ -5183,7 +5245,7 @@
         "text-generation",
         "visual-multi-modal"
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     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Sunrise_pt-200-x1": {
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@@ -5203,13 +5265,7 @@
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         "visual-multi-modal"
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-    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Biren_166m": {
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-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T16:44:34.941998+00:00"
+      "updatedAt": "2026-10-24T17:08:50.241668+00:00"
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     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Cambricon_mlu-370-x8": {
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@@ -5244,7 +5300,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:34:34.834171+00:00"
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     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Sunrise_pt-200-x1": {
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@@ -5258,11 +5314,13 @@
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-    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Biren_166m": {
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Ascend_910-b3": {
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-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
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-      "updatedAt": "2026-10-24T16:44:34.793520+00:00"
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@@ -5291,6 +5349,14 @@
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       "updatedAt": "2026-10-24T16:55:28.360217+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:49.768552+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Sunrise_pt-200-x1": {
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@@ -5303,12 +5369,6 @@
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-    "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Biren_166m": {
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     "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Cambricon_mlu-370-x8": {
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@@ -5342,7 +5402,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-24T16:34:35.160724+00:00"
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     "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Sunrise_pt-200-x1": {
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@@ -5362,13 +5422,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:34:34.675187+00:00"
-    },
-    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Biren_166m": {
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-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T16:44:34.941953+00:00"
+      "updatedAt": "2026-10-24T17:08:50.131341+00:00"
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     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Cambricon_mlu-370-x8": {
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@@ -5403,7 +5457,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:34:34.748455+00:00"
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     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Sunrise_pt-200-x1": {
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@@ -5417,11 +5471,13 @@
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-    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Biren_166m": {
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       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:44:34.793541+00:00"
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@@ -5450,6 +5506,14 @@
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       "updatedAt": "2026-10-24T16:55:28.394856+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:49.824694+00:00"
+    },
     "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Sunrise_pt-200-x1": {
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@@ -5490,11 +5554,13 @@
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-    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Biren_166m": {
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       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:44:34.541874+00:00"
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@@ -5539,6 +5605,14 @@
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       "updatedAt": "2026-10-24T16:55:27.674960+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:44.264010+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Sunrise_pt-200-x1": {
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@@ -5551,11 +5625,13 @@
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-    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Biren_166m": {
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       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:44:34.541902+00:00"
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     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Cambricon_mlu-370-x4": {
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@@ -5600,6 +5676,14 @@
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       "updatedAt": "2026-10-24T16:55:27.706088+00:00"
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:44.377598+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Sunrise_pt-200-x1": {
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@@ -5612,11 +5696,13 @@
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-    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Biren_166m": {
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Ascend_910-b3": {
       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:44:34.444772+00:00"
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     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Cambricon_mlu-370-x4": {
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@@ -5661,6 +5747,14 @@
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       "updatedAt": "2026-10-24T16:55:27.472994+00:00"
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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": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T17:08:44.242226+00:00"
+    },
     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Sunrise_pt-200-x1": {
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@@ -5673,11 +5767,13 @@
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     },
-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Biren_166m": {
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       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-24T16:44:34.941931+00:00"
+      "updatedAt": "2026-10-24T17:08:50.131466+00:00"
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     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Cambricon_mlu-370-x8": {
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@@ -5712,7 +5808,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-24T16:34:34.638290+00:00"
+      "updatedAt": "2026-10-24T17:08:50.076283+00:00"
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     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Sunrise_pt-200-x1": {
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@@ -5732,13 +5828,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T16:34:34.604272+00:00"
-    },
-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Biren_166m": {
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-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T16:44:34.874231+00:00"
+      "updatedAt": "2026-10-24T17:08:50.076344+00:00"
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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Cambricon_mlu-370-x8": {
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@@ -5773,7 +5863,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-24T16:34:34.675056+00:00"
+      "updatedAt": "2026-10-24T17:08:50.028793+00:00"
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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Sunrise_pt-200-x1": {
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@@ -6482,6 +6572,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T17:07:05.356850+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T17:08:43.857279+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 98656a84e4..021c975f12 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3780,6 +3780,18 @@
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diff --git a/manifest.json b/manifest.json
index 98113949a2..4b6e61857c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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