diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index e2c21c342f..4cb42c4d6c 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -485,7 +485,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-24T05:01:41.355592+00:00",
+  "generatedAt": "2026-10-24T05:03:43.062860+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 4dfa194b7d..80f33f6c0a 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-24T05:01:41.455687+00:00",
+  "generatedAt": "2026-10-24T05:03:43.162526+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 2be2b588b2..217d61981e 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T05:01:41.455687+00:00",
+  "catalogUpdatedAt": "2026-10-24T05:03:43.162526+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-24T05:01:46.411678+00:00",
+  "generatedAt": "2026-10-24T05:03:43.654380+00:00",
   "gpuCatalog": {
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       "canVerify": true,
@@ -2300,27 +2300,6 @@
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       "updatedAt": "2026-10-24T04:59:47.994709+00:00"
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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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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T04:56:13.173003+00:00"
-    },
-    "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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-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T04:56:13.258961+00:00"
-    },
-    "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": "2026-10-24T04:56:13.357410+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/GLM-4.7-REAP-218B-A32B-AWQ-4bit|2026-10-21T13:53:10+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -2689,14 +2668,6 @@
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       "updatedAt": "2026-10-24T04:59:47.330453+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-4bit|2026-10-21T15:27:56+00:00|Ascend_910-b3": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T04:56:13.552602+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-4bit|2026-10-21T15:27:56+00:00|Iluvatar_mrv-100": {
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         "asr",
@@ -3131,44 +3102,6 @@
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       "updatedAt": "2026-10-24T04:56:32.365736+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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-      "updatedAt": "2026-10-24T04:56:12.459286+00:00"
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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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-      "updatedAt": "2026-10-24T04:56:12.367160+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Iluvatar_mrv-100": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T04:56:12.655393+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": "2026-10-24T04:56:12.492808+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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-      "updatedAt": "2026-10-24T04:56:12.554727+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit|2026-10-21T16:25:01+00:00|Ascend_910-b3": {
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@@ -3752,27 +3685,6 @@
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       "updatedAt": "2026-10-24T04:59:33.567347+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT4|2026-10-21T15:32:58+00:00|Ascend_910-b3": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T04:56:13.396547+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT4|2026-10-21T15:32:58+00:00|Mthreads_s4000": {
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-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T04:56:13.457590+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT4|2026-10-21T15:32:58+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-24T04:56:13.557663+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT8|2026-10-21T17:21:19+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -4861,6 +4773,14 @@
       ],
       "updatedAt": "2026-10-24T04:57:10.770030+00:00"
     },
+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T04:12:02+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.324092+00:00"
+    },
     "https://modelscope.cn/models/kakarotter/calix|2026-10-24T04:12:02+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -4869,6 +4789,27 @@
       ],
       "updatedAt": "2026-10-24T04:59:17.398360+00:00"
     },
+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T04:12:02+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.499557+00:00"
+    },
+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T04:12:02+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.367918+00:00"
+    },
+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T04:12:02+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.462223+00:00"
+    },
     "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -5593,6 +5534,22 @@
       ],
       "updatedAt": "2026-10-24T04:59:18.753533+00:00"
     },
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-23T18:27:01+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.376413+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-23T18:27:01+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.324559+00:00"
+    },
     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-23T18:27:01+00:00|Iluvatar_bi-100": {
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         "text-generation",
@@ -5601,6 +5558,27 @@
       ],
       "updatedAt": "2026-10-24T04:59:17.398949+00:00"
     },
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-23T18:27:01+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.654380+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-23T18:27:01+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.455743+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-23T18:27:01+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.575991+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -5691,6 +5669,14 @@
       ],
       "updatedAt": "2026-10-24T05:01:44.791239+00:00"
     },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.324367+00:00"
+    },
     "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Iluvatar_bi-100": {
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         "text-generation",
@@ -5698,6 +5684,19 @@
         "visual-multi-modal"
       ],
       "updatedAt": "2026-10-24T04:59:17.398648+00:00"
+    },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.360611+00:00"
+    },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T05:03:43.468675+00:00"
     }
   },
   "taskTree": [
@@ -6380,6 +6379,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T05:01:41.455687+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T05:03:43.162526+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 899fba47a6..bdfcb814af 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3747,6 +3747,18 @@
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diff --git a/manifest.json b/manifest.json
index 8889d72264..8a77c52c5a 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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