diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index e0ed1beb2a..cddfa90b22 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-28T09:27:55.368284+00:00",
+  "communityAttemptedAt": "2026-09-28T09:46:13.752228+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-28T09:27:55.368284+00:00",
+  "communityUpdatedAt": "2026-09-28T09:46:13.752228+00:00",
   "frameworkAttemptedAt": "2026-09-28T09:02:33.955118+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -396,7 +396,7 @@
     }
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-28T09:42:54.552070+00:00",
+  "generatedAt": "2026-09-28T09:46:13.752228+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 23deca5646..fee40cf893 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-28T09:42:54.552070+00:00",
+  "catalogUpdatedAt": "2026-09-28T09:46:13.752228+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-09-28T09:42:54.705432+00:00",
+  "generatedAt": "2026-09-28T09:49:02.681452+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -361,19 +361,13 @@
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       "updatedAt": "2026-09-27T22:49:03.451875+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-09-23T18:59:55+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-09-27T14:28:57.170441+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-09-23T18:59:55+00:00|MetaX_c-500": {
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         "feature_emb",
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-27T14:28:57.055859+00:00"
+      "updatedAt": "2026-09-28T09:49:02.359736+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-09-23T18:59:55+00:00|Mthreads_s4000": {
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@@ -460,7 +454,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-27T14:28:57.257105+00:00"
+      "updatedAt": "2026-09-28T09:49:02.459155+00:00"
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     "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-23T16:46:11+00:00|Sunrise_pt-200-x1": {
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@@ -1758,19 +1752,13 @@
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       "updatedAt": "2026-09-27T22:09:26.667232+00:00"
     },
-    "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B-GGUF|2026-09-21T03:33:10+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-09-27T14:28:57.476720+00:00"
-    },
     "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B-GGUF|2026-09-21T03:33:10+00:00|MetaX_c-500": {
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         "feature_emb",
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-27T14:28:57.402663+00:00"
+      "updatedAt": "2026-09-28T09:49:02.681452+00:00"
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     "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B-GGUF|2026-09-21T03:33:10+00:00|Mthreads_s4000": {
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@@ -2468,7 +2456,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-27T14:28:56.989603+00:00"
+      "updatedAt": "2026-09-28T09:49:02.159984+00:00"
     },
     "https://modelscope.cn/models/chenyumo/moziAI-35B-A3B-MOE-MTP|2026-09-25T03:56:17+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -2846,6 +2834,60 @@
       ],
       "updatedAt": "2026-09-28T09:33:16.151466+00:00"
     },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-28T09:48:59.051302+00:00"
+    },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-28T09:48:59.361277+00:00"
+    },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-28T09:48:59.971919+00:00"
+    },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-28T09:48:59.852242+00:00"
+    },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-28T09:48:59.168304+00:00"
+    },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-28T09:48:59.270330+00:00"
+    },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-28T09:48:59.758070+00:00"
+    },
     "https://modelscope.cn/models/empero-ai/Qwen3.8-2B-Distill-GGUF|2026-08-19T19:00:44+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
@@ -3095,7 +3137,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-27T14:28:57.402389+00:00"
+      "updatedAt": "2026-09-28T09:49:02.566758+00:00"
     },
     "https://modelscope.cn/models/facebook/OMol25|2026-09-21T12:23:47+00:00|Mthreads_s4000": {
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@@ -4664,7 +4706,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-27T14:28:57.401759+00:00"
+      "updatedAt": "2026-09-28T09:49:02.566169+00:00"
     },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Mthreads_s4000": {
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@@ -4828,19 +4870,13 @@
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       "updatedAt": "2026-09-27T22:09:26.467470+00:00"
     },
-    "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Kunlunxin_p-800": {
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-        "text-generation"
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-      "updatedAt": "2026-09-27T14:28:57.366918+00:00"
-    },
     "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|MetaX_c-500": {
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         "feature_emb",
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-27T14:28:57.260020+00:00"
+      "updatedAt": "2026-09-28T09:49:02.461334+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Mthreads_s4000": {
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@@ -4986,31 +5022,19 @@
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       "updatedAt": "2026-09-27T14:28:58.354398+00:00"
     },
-    "https://modelscope.cn/models/prithivMLmods/Nexus-9B-CodeCore-Merge-GGUF|2026-09-21T18:51:17+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-09-27T14:28:57.401095+00:00"
-    },
     "https://modelscope.cn/models/prithivMLmods/Orion-9B-Agentic-CodeCore-Merge-GGUF|2026-09-25T18:54:04+00:00|Kunlunxin_p-800": {
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         "text-generation"
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       "updatedAt": "2026-09-27T22:09:25.903993+00:00"
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-    "https://modelscope.cn/models/prithivMLmods/Qwen-Image-2.1-PE-T2I-GGUF|2026-09-20T18:32:08+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-09-27T14:28:57.516066+00:00"
-    },
     "https://modelscope.cn/models/prithivMLmods/Qwen-Image-2.1-PE-T2I-GGUF|2026-09-20T18:32:08+00:00|MetaX_c-500": {
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         "feature_emb",
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-27T14:28:57.455699+00:00"
+      "updatedAt": "2026-09-28T09:49:02.682051+00:00"
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     "https://modelscope.cn/models/prithivMLmods/Qwen-Image-2.1-PE-T2I-GGUF|2026-09-20T18:32:08+00:00|Sunrise_pt-200-x1": {
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@@ -5056,12 +5080,6 @@
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-    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Kunlunxin_p-800": {
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     "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|MetaX_c-500": {
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@@ -5357,12 +5375,6 @@
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-    "https://modelscope.cn/models/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF|2026-09-24T18:36:33+00:00|Kunlunxin_p-800": {
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     "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Ascend_910-b4": {
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@@ -6570,6 +6582,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-28T09:42:54.552070+00:00",
+  "taskTreeUpdatedAt": "2026-09-28T09:46:13.752228+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index cce09519fc..9fdd459eb6 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "4e74378a724a4df301e7f48b017ddf71ff7f571317d04ab5e69ad1282145cc0e",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "ff78bf09652239ed4006ba66f5ed3efd23f0630d38a5fbd3f7eb5a32e589d075",
-    ".modelhub_state/official_capabilities.json": "0bf5b2e900cec76cd87ada8f93de87701acf9556f481654534e17fb67d88b776",
+    ".modelhub_state/market_intelligence.json": "9b77bf229d3fd8dc18b4e5180b580fe8227c5e6cfa88a9b56161b9a1e8ef3827",
+    ".modelhub_state/official_capabilities.json": "c37e32f0759a149e33ef7c993fccab28f5c73eb945c356f3a357786f5bc5fb95",
     ".modelhub_state/outcome_checkpoint.json": "28ce04eae302c67f68911effa55ece3f3d743d7006947cb6bb75f99bb3c3790e",
     ".modelhub_state/queue_cleanup_latest.json": "f07dbfca00cbe695c81b0b78ae715d619ca73c708b3ceede44a58a76a37c7136",
     ".modelhub_state/recent_outcomes.jsonl": "1dbde9c4996b0dbc395b2b06ede89ee01d228323012054151eb598a3995b826e",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "3bd98bc03e90ec5e15d899b51b70b6c9464362a51dbffd8754c063e5fba1c2ae"
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-  "generation": 17828,
+  "generation": 17829,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-28T09:43:00.964843+00:00",
+  "updatedAt": "2026-09-28T09:49:03.217478+00:00",
   "writerId": "9d958b95ce4146c9939da0f14b9201ff"
 }