diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index c0c85b0769..f50afc97e5 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1311,7 +1311,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 0c82d0d7c9..691050f2aa 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
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@@ -575,38 +575,38 @@
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@@ -616,15 +616,15 @@
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@@ -632,140 +632,140 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 9356d335ab..fee00812b7 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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@@ -189,6 +189,13 @@
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|hygon_k100-ai": {
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@@ -213,14 +220,6 @@
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-    "https://modelscope.cn/models/AtomicChat/Beam-1.0-501B-A23B-GGUF|2026-10-17T07:00:49+00:00|Cambricon_mlu-370-x8": {
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     "https://modelscope.cn/models/AtomicChat/Beam-1.0-501B-A23B-GGUF|2026-10-17T07:00:49+00:00|Iluvatar_mrv-100": {
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@@ -244,13 +243,20 @@
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       "updatedAt": "2026-10-20T02:26:03.262893+00:00"
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+    "https://modelscope.cn/models/AtomicChat/Beam-1.0-501B-A23B-GGUF|2026-10-17T07:00:49+00:00|Mthreads_s4000": {
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     "https://modelscope.cn/models/AtomicChat/Beam-1.0-501B-A23B-GGUF|2026-10-17T07:00:49+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-19T18:43:47+00:00|Ascend_910-b3": {
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@@ -2923,6 +2927,13 @@
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@@ -3811,6 +3768,13 @@
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@@ -3850,6 +3814,13 @@
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+    "https://modelscope.cn/models/hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4|2026-10-19T05:33:13+00:00|Mthreads_s4000": {
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+    },
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@@ -3874,14 +3845,6 @@
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@@ -5506,6 +5356,13 @@
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@@ -5545,13 +5394,20 @@
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       "updatedAt": "2026-10-20T02:26:05.456550+00:00"
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+    "https://modelscope.cn/models/rockmatrix/EdgeRock|2026-10-16T20:20:12+00:00|Mthreads_s4000": {
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@@ -5592,6 +5448,13 @@
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+    "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic|2026-10-19T18:55:19+00:00|Mthreads_s4000": {
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@@ -5733,6 +5595,13 @@
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@@ -5804,6 +5680,13 @@
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       "updatedAt": "2026-10-20T01:52:45.960028+00:00"
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+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-19T15:18:16+00:00|Mthreads_s4000": {
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@@ -5820,6 +5703,13 @@
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       "updatedAt": "2026-10-20T01:52:45.162726+00:00"
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+    "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX|2026-10-19T16:24:45+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
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@@ -5836,14 +5726,6 @@
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@@ -5867,13 +5749,20 @@
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       "updatedAt": "2026-10-20T02:26:05.658783+00:00"
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@@ -5914,6 +5803,13 @@
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@@ -5961,6 +5857,13 @@
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       "updatedAt": "2026-10-20T02:59:11.753406+00:00"
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-19T16:58:46+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
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     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-19T16:58:46+00:00|hygon_k100-ai": {
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@@ -5985,14 +5888,6 @@
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@@ -6016,13 +5911,20 @@
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       "updatedAt": "2026-10-20T02:25:59.452909+00:00"
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+    "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
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+    },
     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|hygon_k100-ai": {
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         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-20T01:13:43.172369+00:00"
+      "updatedAt": "2026-10-20T05:51:31.860621+00:00"
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   "taskTree": [
@@ -6705,6 +6607,6 @@
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   ],
-  "taskTreeUpdatedAt": "2026-10-20T05:19:11.753484+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T05:51:09.061304+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 0d22149f14..9b2891b696 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3646,6 +3646,18 @@
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diff --git a/manifest.json b/manifest.json
index 4775419cd2..d37368849c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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