diff --git a/.modelhub_state/account_capacity.json b/.modelhub_state/account_capacity.json
index 5b0bfccdb1..4f2f10526a 100644
--- a/.modelhub_state/account_capacity.json
+++ b/.modelhub_state/account_capacity.json
@@ -2,53 +2,53 @@
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-  "updatedAt": "2026-10-23T21:03:37.773319+00:00",
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diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index e20a56f505..37bae806c9 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -506,7 +506,7 @@
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+  "generatedAt": "2026-10-23T22:13:47.916381+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index eca516d351..277e6c686f 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 90f4a714b1..7ef720d4e9 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-23T22:12:05.660202+00:00",
+  "catalogUpdatedAt": "2026-10-23T22:14:22.061287+00:00",
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@@ -56,7 +56,7 @@
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@@ -156,7 +156,7 @@
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@@ -164,7 +164,7 @@
         "text-to-image-generation",
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@@ -173,20 +173,20 @@
         "text-to-image-generation",
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       ],
-      "updatedAt": "2026-10-23T21:03:33.951189+00:00"
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-      "updatedAt": "2026-10-23T21:03:34.378706+00:00"
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@@ -416,7 +339,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-23T21:03:28.265532+00:00"
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     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Ascend_910-b4": {
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@@ -424,7 +347,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T21:03:28.397008+00:00"
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     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Iluvatar_mrv-100": {
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@@ -433,20 +356,20 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T21:03:28.554573+00:00"
+      "updatedAt": "2026-10-23T22:15:23.763990+00:00"
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     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Mthreads_s4000": {
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         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T21:03:28.180417+00:00"
+      "updatedAt": "2026-10-23T22:15:23.357282+00:00"
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     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Vastai_va16": {
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       ],
-      "updatedAt": "2026-10-23T21:03:28.594147+00:00"
+      "updatedAt": "2026-10-23T22:15:23.555187+00:00"
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     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|hygon_k100-ai": {
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@@ -454,41 +377,25 @@
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-      "updatedAt": "2026-10-23T21:03:28.466127+00:00"
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     "https://modelscope.cn/models/DavidAU/Llama3.1-MOE-4X8B-Gated-IQ-Multi-Tier-COGITO-Deep-Reasoning-32B-GGUF|2026-10-20T15:18:51+00:00|Iluvatar_mrv-100": {
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         "text-generation"
       ],
-      "updatedAt": "2026-10-23T21:03:28.255696+00:00"
+      "updatedAt": "2026-10-23T22:15:23.174091+00:00"
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     "https://modelscope.cn/models/DavidAU/Llama3.1-MOE-4X8B-Gated-IQ-Multi-Tier-COGITO-Deep-Reasoning-32B-GGUF|2026-10-20T15:18:51+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-23T21:03:28.373891+00:00"
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     "https://modelscope.cn/models/DavidAU/Llama3.1-MOE-4X8B-Gated-IQ-Multi-Tier-COGITO-Deep-Reasoning-32B-GGUF|2026-10-20T15:18:51+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-23T21:05:32.961770+00:00"
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@@ -520,22 +420,6 @@
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     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Iluvatar_mrv-100": {
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@@ -545,13 +429,6 @@
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     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Vastai_va16": {
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@@ -566,14 +443,6 @@
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@@ -589,22 +458,6 @@
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+    },
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+    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Ascend_910-b3": {
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+    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Ascend_910-b4": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Mthreads_s4000": {
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+      "updatedAt": "2026-10-23T22:15:05.982838+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T22:15:06.159994+00:00"
+    },
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@@ -2375,13 +2214,42 @@
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+    "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit|2026-10-21T15:33:25+00:00|Ascend_910-b3": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit|2026-10-21T15:33:25+00:00|Mthreads_s4000": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit|2026-10-21T15:33:25+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T22:15:01.876879+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit|2026-10-21T15:33:25+00:00|hygon_k100-ai": {
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@@ -2810,13 +2655,43 @@
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+        "text-to-image-generation",
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+    },
+    "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-4bit|2026-10-21T15:27:56+00:00|Iluvatar_mrv-100": {
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+        "text-to-image-generation",
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+    },
+    "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-4bit|2026-10-21T15:27:56+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-23T22:15:02.569383+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-4bit|2026-10-21T15:27:56+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T22:15:02.655759+00:00"
+    },
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@@ -2994,6 +2869,52 @@
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+      "updatedAt": "2026-10-23T22:15:01.157858+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit|2026-10-21T15:39:54+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
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+      ],
+      "updatedAt": "2026-10-23T22:15:01.298045+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit|2026-10-21T15:39:54+00:00|Iluvatar_mrv-100": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit|2026-10-21T15:39:54+00:00|hygon_k100-ai": {
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@@ -3283,7 +3181,7 @@
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@@ -3291,7 +3189,7 @@
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-      "updatedAt": "2026-10-23T21:03:15.071641+00:00"
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-      "updatedAt": "2026-10-23T21:03:14.964294+00:00"
+      "updatedAt": "2026-10-23T22:15:10.652300+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T22:15:01.693129+00:00"
+    },
+    "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-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T22:15:01.957401+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T22:15:02.059175+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-23T22:15:01.661461+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Vastai_va16": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T22:15:01.855698+00:00"
+    },
+    "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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+      "updatedAt": "2026-10-23T22:15:02.156995+00:00"
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@@ -3493,13 +3421,6 @@
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@@ -3520,7 +3441,7 @@
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-      "updatedAt": "2026-10-23T21:03:14.668479+00:00"
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@@ -3528,7 +3449,7 @@
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-      "updatedAt": "2026-10-23T21:03:14.788291+00:00"
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@@ -3537,13 +3458,51 @@
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-      "updatedAt": "2026-10-23T21:03:14.895022+00:00"
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-      "updatedAt": "2026-10-23T21:03:14.974281+00:00"
+      "updatedAt": "2026-10-23T22:15:10.281577+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit|2026-10-21T15:09:27+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T22:15:04.758527+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit|2026-10-21T15:09:27+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T22:15:04.854907+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit|2026-10-21T15:09:27+00:00|Mthreads_s4000": {
+      "taskTypes": [
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+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T22:15:04.653702+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit|2026-10-21T15:09:27+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T22:15:04.688718+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit|2026-10-21T15:09:27+00:00|hygon_k100-ai": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T22:15:04.902555+00:00"
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@@ -3668,13 +3612,13 @@
         "text-generation",
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-      "updatedAt": "2026-10-23T21:03:10.962694+00:00"
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-      "updatedAt": "2026-10-23T21:03:11.061853+00:00"
+      "updatedAt": "2026-10-23T22:15:06.572996+00:00"
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@@ -3682,13 +3626,13 @@
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-      "updatedAt": "2026-10-23T21:03:10.997278+00:00"
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-      "updatedAt": "2026-10-23T21:03:18.857991+00:00"
+      "updatedAt": "2026-10-23T22:15:14.355980+00:00"
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@@ -3796,7 +3740,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T21:03:17.756252+00:00"
+      "updatedAt": "2026-10-23T22:15:13.258365+00:00"
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@@ -3805,20 +3749,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T21:03:17.962573+00:00"
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         "text-generation",
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-      "updatedAt": "2026-10-23T21:03:17.664772+00:00"
+      "updatedAt": "2026-10-23T22:15:13.162528+00:00"
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       "taskTypes": [
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-      "updatedAt": "2026-10-23T21:03:18.076424+00:00"
+      "updatedAt": "2026-10-23T22:15:13.353729+00:00"
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     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|hygon_k100-ai": {
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@@ -3826,7 +3770,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-23T21:03:17.866629+00:00"
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@@ -3918,6 +3862,12 @@
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       "updatedAt": "2026-10-23T21:05:50.974002+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Orchestrator-8B-AWQ-8bit|2026-10-21T15:22:24+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T22:15:03.049965+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Ascend_910-b3": {
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@@ -3947,6 +3897,52 @@
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       "updatedAt": "2026-10-23T21:07:48.897632+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T22:14:59.889940+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T22:15:00.063830+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
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+    },
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+    },
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@@ -4273,11 +4304,17 @@
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+    "https://modelscope.cn/models/cyankiwi/Qwen3-Coder-30B-A3B-Instruct-AWQ-4bit|2026-10-21T15:40:39+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T22:15:00.475936+00:00"
+    },
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+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Coder-Next-AWQ-4bit|2026-10-21T15:20:38+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T22:15:03.591478+00:00"
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+      "updatedAt": "2026-10-23T22:15:03.978817+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Next-80B-A3B-Instruct-AWQ-4bit|2026-10-21T15:19:39+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-23T21:03:28.355738+00:00"
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@@ -4515,6 +4572,14 @@
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+    "https://modelscope.cn/models/cyankiwi/Trinity-Mini-AWQ-4bit|2026-10-21T14:56:09+00:00|Ascend_910-b3": {
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+    },
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+    },
+    "https://modelscope.cn/models/cyankiwi/Trinity-Mini-AWQ-4bit|2026-10-21T14:56:09+00:00|Mthreads_s4000": {
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+    },
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b4": {
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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Iluvatar_mrv-100": {
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Mthreads_s4000": {
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@@ -6466,6 +6454,6 @@
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-  "taskTreeUpdatedAt": "2026-10-23T22:12:05.660202+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 2f0b5e9fb4..0cfebacd90 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3733,6 +3733,106 @@
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diff --git a/manifest.json b/manifest.json
index 294864de17..975140f9b3 100644
--- a/manifest.json
+++ b/manifest.json
@@ -1,25 +1,25 @@
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