diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 8c6ca533ec..121bb053c8 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-24T20:52:18.542485+00:00",
+  "generatedAt": "2026-10-24T20:53:16.843484+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index b5f7033bc5..5075de4db2 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-24T20:52:18.658806+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 8382d32d05..bfe1a8baca 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T20:52:18.658806+00:00",
+  "catalogUpdatedAt": "2026-10-24T20:53:16.955278+00:00",
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-24T20:52:22.074998+00:00",
+  "generatedAt": "2026-10-24T20:53:17.307048+00:00",
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@@ -150,14 +150,6 @@
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@@ -193,13 +185,14 @@
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|MetaX_c-500": {
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-        "feature_emb",
+        "asr",
         "text-generation",
+        "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T20:27:20.473856+00:00"
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     "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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@@ -890,6 +883,15 @@
       ],
       "updatedAt": "2026-10-24T20:52:18.939073+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T20:53:17.307048+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Kunlunxin_p-800": {
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@@ -918,14 +920,6 @@
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     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Ascend_910-b4": {
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@@ -953,11 +947,14 @@
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-    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Iluvatar_mrv-100": {
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-        "text-generation"
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T20:27:20.540590+00:00"
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@@ -1152,6 +1149,15 @@
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       "updatedAt": "2026-10-24T20:52:18.939395+00:00"
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+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-24T12:07:57+00:00|Iluvatar_mrv-100": {
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T20:53:17.307244+00:00"
+    },
     "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-24T12:07:57+00:00|Vastai_va16": {
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@@ -1244,6 +1250,23 @@
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       "updatedAt": "2026-10-24T20:40:39.927374+00:00"
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+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-24T15:44:50+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T20:53:17.134910+00:00"
+    },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-24T15:44:50+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T20:53:17.192336+00:00"
+    },
     "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-24T15:44:50+00:00|Sunrise_pt-200-x1": {
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@@ -1520,14 +1543,6 @@
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@@ -1563,13 +1578,14 @@
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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": {
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Iluvatar_mrv-100": {
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-        "feature_emb",
+        "asr",
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+        "text-to-image-generation",
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@@ -1591,14 +1607,6 @@
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@@ -1634,13 +1642,22 @@
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       "updatedAt": "2026-10-24T20:42:17.602121+00:00"
     },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Iluvatar_mrv-100": {
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T20:53:17.135888+00:00"
+    },
     "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": "2026-10-24T20:27:20.458717+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|Sunrise_pt-200-x1": {
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@@ -1769,11 +1786,14 @@
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+    "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
-        "text-generation"
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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@@ -3063,20 +3083,21 @@
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       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-24T20:50:31.305277+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-24T13:55:27+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T20:53:17.193166+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-24T13:55:27+00:00|Vastai_va16": {
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@@ -5694,14 +5715,6 @@
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@@ -5729,11 +5742,14 @@
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-    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
-        "text-generation"
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T20:27:20.540663+00:00"
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     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|MetaX_c-500": {
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@@ -5792,6 +5808,15 @@
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       "updatedAt": "2026-10-24T20:52:18.938648+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T20:53:17.306745+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Kunlunxin_p-800": {
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@@ -5820,14 +5845,6 @@
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-    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Ascend_910-b3": {
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     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Ascend_910-b4": {
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@@ -5855,11 +5872,14 @@
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-    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
-        "text-generation"
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T20:27:20.540616+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": {
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@@ -6722,6 +6742,6 @@
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-  "taskTreeUpdatedAt": "2026-10-24T20:52:18.658806+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T20:53:16.955278+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 9abf4294e3..70ed0a4447 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3800,6 +3800,18 @@
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diff --git a/manifest.json b/manifest.json
index 2c84ae0598..7a9a16ab4c 100644
--- a/manifest.json
+++ b/manifest.json
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