diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index fa679de353..83a3137c5e 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index bcff42579d..bc6c06da02 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 35ef4aba9b..57d46952c0 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -56,7 +56,7 @@
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@@ -150,6 +150,12 @@
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@@ -902,6 +870,15 @@
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@@ -938,6 +915,12 @@
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+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-24T15:40:48.927926+00:00"
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@@ -954,6 +937,15 @@
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+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Iluvatar_mrv-100": {
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@@ -1158,25 +1135,26 @@
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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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@@ -1214,7 +1179,7 @@
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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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+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Iluvatar_mrv-100": {
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@@ -1500,6 +1510,15 @@
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+    "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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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Biren_166m": {
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+    "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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+      "updatedAt": "2026-10-24T15:40:48.921400+00:00"
+    },
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@@ -1690,6 +1709,15 @@
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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": {
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+        "visual-multi-modal"
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+    },
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         "text-to-image-generation",
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@@ -2866,7 +2885,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T15:16:57.614457+00:00"
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@@ -2913,6 +2932,12 @@
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+    "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-24T13:55:27+00:00|Biren_166m": {
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@@ -2921,6 +2946,15 @@
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+    "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-24T13:55:27+00:00|Iluvatar_mrv-100": {
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+        "text-to-image-generation",
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+    },
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@@ -3470,7 +3504,7 @@
         "text-to-image-generation",
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@@ -4709,19 +4735,11 @@
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@@ -4739,18 +4757,14 @@
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-    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Iluvatar_bi-150": {
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Iluvatar_mrv-100": {
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@@ -4866,14 +4880,6 @@
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@@ -4890,6 +4896,12 @@
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       "updatedAt": "2026-10-24T15:27:43.734328+00:00"
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+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-24T15:40:49.194812+00:00"
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@@ -5755,7 +5675,7 @@
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@@ -5815,19 +5727,6 @@
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@@ -5835,7 +5734,7 @@
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@@ -6576,6 +6475,6 @@
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index a9745af215..226b2d075d 100644
--- a/.modelhub_state/recovery_intents.jsonl
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@@ -3776,6 +3776,18 @@
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diff --git a/manifest.json b/manifest.json
index e4feefe7bf..8207a0d506 100644
--- a/manifest.json
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