diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c138dd59d9..df7d951a01 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index d27f7dae95..88336f390c 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
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@@ -1262,6 +1208,15 @@
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       "updatedAt": "2026-10-05T19:13:30.556915+00:00"
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+    },
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-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-pln5|2026-10-03T05:59:30+00:00|Biren_166m": {
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+        "text-generation",
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+    },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-pln5|2026-10-03T05:59:30+00:00|Ascend_910-b4": {
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+        "visual-multi-modal"
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     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-pln5|2026-10-03T05:59:30+00:00|Cambricon_mlu-370-x4": {
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@@ -1327,6 +1292,13 @@
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       "updatedAt": "2026-10-05T19:18:35.982699+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-pln5|2026-10-03T05:59:30+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
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+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-pln5|2026-10-03T05:59:30+00:00|Sunrise_pt-200-x1": {
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@@ -1376,6 +1342,15 @@
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       "updatedAt": "2026-10-05T19:13:30.508986+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-03T06:21:24+00:00|Iluvatar_mrv-100": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+    },
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@@ -1440,6 +1409,15 @@
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+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-pln5|2026-10-03T06:21:14+00:00|Iluvatar_mrv-100": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-05T19:26:17.975391+00:00"
+    },
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@@ -1477,12 +1455,6 @@
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@@ -1623,12 +1589,6 @@
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+    "https://modelscope.cn/models/ISTA-DASLab/Qwen3.8-27B-disaggregated-NVFP4-prefill|2026-09-29T15:22:19+00:00|Ascend_910-b3": {
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@@ -2624,6 +2626,15 @@
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+    },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Ascend_910-b4": {
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@@ -4471,6 +4484,22 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-05T19:26:18.677681+00:00"
+    },
+    "https://modelscope.cn/models/iyangqing/st-image|2026-09-29T10:26:37+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-05T19:26:18.558874+00:00"
+    },
     "https://modelscope.cn/models/iyangqing/st-image|2026-09-29T10:26:37+00:00|Biren_166m": {
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         "text-generation"
@@ -4515,6 +4544,13 @@
       ],
       "updatedAt": "2026-10-05T19:18:36.158079+00:00"
     },
+    "https://modelscope.cn/models/iyangqing/st-image|2026-09-29T10:26:37+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-05T19:26:18.751206+00:00"
+    },
     "https://modelscope.cn/models/iyangqing/st-image|2026-09-29T10:26:37+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
@@ -4564,7 +4600,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.353062+00:00"
+      "updatedAt": "2026-10-05T19:26:19.473819+00:00"
     },
     "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Ascend_910-b4": {
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@@ -4572,7 +4608,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.282893+00:00"
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     },
     "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Biren_166m": {
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@@ -4623,7 +4659,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.493781+00:00"
+      "updatedAt": "2026-10-05T19:26:19.576724+00:00"
     },
     "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Sunrise_pt-200-x1": {
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@@ -4637,7 +4673,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-05T19:08:39.377316+00:00"
+      "updatedAt": "2026-10-05T19:26:19.473915+00:00"
     },
     "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Ascend_910-b4": {
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@@ -4645,7 +4681,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.283086+00:00"
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     },
     "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Biren_166m": {
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@@ -4696,7 +4732,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.493815+00:00"
+      "updatedAt": "2026-10-05T19:26:19.562138+00:00"
     },
     "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Sunrise_pt-200-x1": {
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@@ -4980,6 +5016,13 @@
       ],
       "updatedAt": "2026-10-05T19:24:04.762757+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Instruct-6bit|2026-09-30T17:45:40+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-05T19:26:18.464878+00:00"
+    },
     "https://modelscope.cn/models/montherland/matherple|2026-09-30T03:46:33+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -5224,7 +5267,15 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:38.753354+00:00"
+      "updatedAt": "2026-10-05T19:26:18.868203+00:00"
+    },
+    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-05T19:26:18.792065+00:00"
     },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Biren_166m": {
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@@ -5275,7 +5326,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:38.872149+00:00"
+      "updatedAt": "2026-10-05T19:26:18.956901+00:00"
     },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Sunrise_pt-200-x1": {
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@@ -5289,7 +5340,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.758483+00:00"
+      "updatedAt": "2026-10-05T19:26:19.744102+00:00"
     },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Ascend_910-b4": {
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@@ -5297,7 +5348,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.695120+00:00"
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     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Biren_166m": {
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@@ -5348,7 +5399,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.804383+00:00"
+      "updatedAt": "2026-10-05T19:26:19.851871+00:00"
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     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Sunrise_pt-200-x1": {
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@@ -5435,7 +5486,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.751568+00:00"
+      "updatedAt": "2026-10-05T19:26:19.744131+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Ascend_910-b4": {
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@@ -5443,7 +5494,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.694520+00:00"
+      "updatedAt": "2026-10-05T19:26:19.701525+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Biren_166m": {
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@@ -5486,7 +5537,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.804360+00:00"
+      "updatedAt": "2026-10-05T19:26:19.774039+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Sunrise_pt-200-x1": {
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@@ -5520,7 +5571,15 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:38.770921+00:00"
+      "updatedAt": "2026-10-05T19:26:18.868268+00:00"
+    },
+    "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-05T19:26:18.793959+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Biren_166m": {
       "taskTypes": [
@@ -5563,7 +5622,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:38.872178+00:00"
+      "updatedAt": "2026-10-05T19:26:18.966320+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Sunrise_pt-200-x1": {
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@@ -5597,13 +5656,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.858613+00:00"
+      "updatedAt": "2026-10-05T19:26:20.056392+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/Qwen-Image-2.1-PE-T2I-GGUF|2026-09-20T18:32:08+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-05T19:08:39.959445+00:00"
+      "updatedAt": "2026-10-05T19:26:19.968440+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/Qwen-Image-2.1-PE-T2I-GGUF|2026-09-20T18:32:08+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5625,7 +5684,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.361708+00:00"
+      "updatedAt": "2026-10-05T19:26:19.394662+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -5633,7 +5692,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.281231+00:00"
+      "updatedAt": "2026-10-05T19:26:19.362188+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Biren_166m": {
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@@ -5676,7 +5735,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.407358+00:00"
+      "updatedAt": "2026-10-05T19:26:19.424812+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5763,7 +5822,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.076564+00:00"
+      "updatedAt": "2026-10-05T19:26:19.179498+00:00"
     },
     "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -5771,7 +5830,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:38.978419+00:00"
+      "updatedAt": "2026-10-05T19:26:19.074555+00:00"
     },
     "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Biren_166m": {
       "taskTypes": [
@@ -5822,7 +5881,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-05T19:08:39.180558+00:00"
+      "updatedAt": "2026-10-05T19:26:19.260233+00:00"
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     "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -6806,6 +6865,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-05T19:24:02.167616+00:00",
+  "taskTreeUpdatedAt": "2026-10-05T19:26:17.467513+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 8b667972b8..7982890373 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
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     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "ac80bef5849deba98e83122d71edcf6105171c90cd9db4322700a0e0927820e9",
-    ".modelhub_state/official_capabilities.json": "67a9d73ebf450aba00caec0b58dcaeab9829daeb266f73ce324b6bc86f0c734e",
+    ".modelhub_state/market_intelligence.json": "447ef26cde6a4df20b3b78252720b23ca53beb9348e13b4001cdcf0dc1312f23",
+    ".modelhub_state/official_capabilities.json": "b26e7a36b273c82f97d191590da9d09b0b7dd29916c9e445094c3161be8c6f06",
     ".modelhub_state/outcome_checkpoint.json": "6de784a577e1a09733751a86906ba89025706eac0ab6391b102637d577280d21",
     ".modelhub_state/queue_cleanup_latest.json": "62164f6cc93d220ca55c1a0e4a07f48ad5dc298f03e4e8cb41cb3f06d29eabde",
     ".modelhub_state/recent_outcomes.jsonl": "66f65405defcf850f044e43e54c3dc291f18521f309cb9962d861b493cb049ac",
@@ -17,9 +17,9 @@
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   },
-  "generation": 21053,
+  "generation": 21054,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-05T19:24:11.570228+00:00",
+  "updatedAt": "2026-10-05T19:26:20.512524+00:00",
   "writerId": "c99196ebc91b43dbbcacb4830cce7e56"
 }