diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 5012aa8d78..dee0bd5222 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-14T15:06:10.965795+00:00",
+  "generatedAt": "2026-10-14T15:09:10.565479+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index b30f20acd6..509058864b 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-14T15:06:10.965795+00:00",
+  "catalogUpdatedAt": "2026-10-14T15:09:10.565479+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-14T15:06:10.965795+00:00",
+  "generatedAt": "2026-10-14T15:09:12.088216+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -495,13 +495,6 @@
       ],
       "updatedAt": "2026-10-14T13:43:41.484237+00:00"
     },
-    "https://modelscope.cn/models/Dalvlad/Qwen3.6-OccatCoder-SLERP-35B-A3B-GGUF|2026-10-10T05:19:30+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:54.210356+00:00"
-    },
     "https://modelscope.cn/models/Dalvlad/Qwen3.6-OccatCoder-SLERP-35B-A3B-GGUF|2026-10-10T05:19:30+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -598,13 +591,6 @@
       ],
       "updatedAt": "2026-10-14T13:43:41.550612+00:00"
     },
-    "https://modelscope.cn/models/IQuestLab/SAIL|2026-10-09T18:42:19+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:54.210205+00:00"
-    },
     "https://modelscope.cn/models/IQuestLab/SAIL|2026-10-09T18:42:19+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -1063,13 +1049,6 @@
       ],
       "updatedAt": "2026-10-14T13:43:41.861774+00:00"
     },
-    "https://modelscope.cn/models/LessThanThreeAI/Qwen3.8-27B-Humanlike-Chat-GGUF|2026-10-09T14:06:03+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:54.392588+00:00"
-    },
     "https://modelscope.cn/models/LessThanThreeAI/Qwen3.8-27B-Humanlike-Chat-GGUF|2026-10-09T14:06:03+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -2332,13 +2311,6 @@
       ],
       "updatedAt": "2026-10-14T13:43:42.050003+00:00"
     },
-    "https://modelscope.cn/models/bartowski/Naphula_Goetia-26B-A4B-v1.7-GGUF|2026-10-09T06:23:44+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:54.393565+00:00"
-    },
     "https://modelscope.cn/models/bartowski/Naphula_Goetia-26B-A4B-v1.7-GGUF|2026-10-09T06:23:44+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -2690,6 +2662,52 @@
       ],
       "updatedAt": "2026-10-14T14:36:02.757319+00:00"
     },
+    "https://modelscope.cn/models/ddalcu/Qwen3.8-Flash-Next-MLX-Serve-mixed-4-8bit|2026-10-14T14:59:05+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T15:09:11.695510+00:00"
+    },
+    "https://modelscope.cn/models/ddalcu/Qwen3.8-Flash-Next-MLX-Serve-mixed-4-8bit|2026-10-14T14:59:05+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T15:09:12.013688+00:00"
+    },
+    "https://modelscope.cn/models/ddalcu/Qwen3.8-Flash-Next-MLX-Serve-mixed-4-8bit|2026-10-14T14:59:05+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T15:09:11.976865+00:00"
+    },
+    "https://modelscope.cn/models/ddalcu/Qwen3.8-Flash-Next-MLX-Serve-mixed-4-8bit|2026-10-14T14:59:05+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-14T15:09:11.808209+00:00"
+    },
+    "https://modelscope.cn/models/ddalcu/Qwen3.8-Flash-Next-MLX-Serve-mixed-4-8bit|2026-10-14T14:59:05+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T15:09:11.760285+00:00"
+    },
+    "https://modelscope.cn/models/ddalcu/Qwen3.8-Flash-Next-MLX-Serve-mixed-4-8bit|2026-10-14T14:59:05+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T15:09:11.899386+00:00"
+    },
     "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-12T05:55:43+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -3017,13 +3035,6 @@
       ],
       "updatedAt": "2026-10-14T13:43:41.869058+00:00"
     },
-    "https://modelscope.cn/models/hf/jialinyyzz-humanizer|2026-10-09T12:10:01+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:54.393408+00:00"
-    },
     "https://modelscope.cn/models/hf/jialinyyzz-humanizer|2026-10-09T12:10:01+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -3117,13 +3128,6 @@
       ],
       "updatedAt": "2026-10-14T13:43:41.854036+00:00"
     },
-    "https://modelscope.cn/models/inferencerlabs/Atria-Dawn-Preview-MLX-Q4i|2026-10-09T13:56:29+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:54.392821+00:00"
-    },
     "https://modelscope.cn/models/inferencerlabs/Atria-Dawn-Preview-MLX-Q4i|2026-10-09T13:56:29+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -3392,13 +3396,6 @@
       ],
       "updatedAt": "2026-10-14T13:07:50.445555+00:00"
     },
-    "https://modelscope.cn/models/laion/Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r128|2026-10-10T14:59:55+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:53.983838+00:00"
-    },
     "https://modelscope.cn/models/laion/Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r128|2026-10-10T14:59:55+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -3454,13 +3451,6 @@
       ],
       "updatedAt": "2026-10-14T13:07:50.202240+00:00"
     },
-    "https://modelscope.cn/models/laion/Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r64|2026-10-10T14:55:54+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:54.112012+00:00"
-    },
     "https://modelscope.cn/models/laion/Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r64|2026-10-10T14:55:54+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -3626,13 +3616,6 @@
       ],
       "updatedAt": "2026-10-14T13:43:41.104088+00:00"
     },
-    "https://modelscope.cn/models/laion/Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r64|2026-10-10T14:51:18+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:54.122143+00:00"
-    },
     "https://modelscope.cn/models/laion/Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r64|2026-10-10T14:51:18+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -5235,6 +5218,52 @@
       ],
       "updatedAt": "2026-10-14T13:03:11.668318+00:00"
     },
+    "https://modelscope.cn/models/r0b0tlab/MiniCPM-V-4.7-35B-A3B-DSpark-EXL3-6.00bpw|2026-10-14T14:53:52+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T15:09:11.712373+00:00"
+    },
+    "https://modelscope.cn/models/r0b0tlab/MiniCPM-V-4.7-35B-A3B-DSpark-EXL3-6.00bpw|2026-10-14T14:53:52+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T15:09:12.088216+00:00"
+    },
+    "https://modelscope.cn/models/r0b0tlab/MiniCPM-V-4.7-35B-A3B-DSpark-EXL3-6.00bpw|2026-10-14T14:53:52+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T15:09:11.984353+00:00"
+    },
+    "https://modelscope.cn/models/r0b0tlab/MiniCPM-V-4.7-35B-A3B-DSpark-EXL3-6.00bpw|2026-10-14T14:53:52+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-14T15:09:11.819523+00:00"
+    },
+    "https://modelscope.cn/models/r0b0tlab/MiniCPM-V-4.7-35B-A3B-DSpark-EXL3-6.00bpw|2026-10-14T14:53:52+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T15:09:11.752506+00:00"
+    },
+    "https://modelscope.cn/models/r0b0tlab/MiniCPM-V-4.7-35B-A3B-DSpark-EXL3-6.00bpw|2026-10-14T14:53:52+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T15:09:11.892232+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-DSpark-4d2e-MLX|2026-10-14T14:29:45+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5367,13 +5396,6 @@
       ],
       "updatedAt": "2026-10-14T11:11:01.384275+00:00"
     },
-    "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-Coder-E1|2026-10-10T06:44:59+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:54.210154+00:00"
-    },
     "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-Coder-E1|2026-10-10T06:44:59+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -5429,13 +5451,6 @@
       ],
       "updatedAt": "2026-10-14T13:43:41.371595+00:00"
     },
-    "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-E2-GGUF|2026-10-10T06:45:56+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:54.128343+00:00"
-    },
     "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-E2-GGUF|2026-10-10T06:45:56+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -5477,13 +5492,6 @@
       ],
       "updatedAt": "2026-10-14T11:11:01.279386+00:00"
     },
-    "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-E2|2026-10-10T06:46:14+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T08:42:54.127886+00:00"
-    },
     "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-E2|2026-10-10T06:46:14+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -6660,6 +6668,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-14T15:06:10.965795+00:00",
+  "taskTreeUpdatedAt": "2026-10-14T15:09:10.565479+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index fde9b22d3b..58a05bb68b 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "524a698105510d56d1103d9d02dfe2d6dd27cf3f1bbf8abf11b77c713c65155f",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "6a07ad93bbc8a17e70ad87bd30b453e4d01a2481f9a59eb30ea5949a79b1a00c",
-    ".modelhub_state/official_capabilities.json": "b28ba7f6690374b9282f3e9c8139cc408ad79ce5a84079928cdeb531f99de34e",
+    ".modelhub_state/market_intelligence.json": "4baa8fc8d45b2892ff3389de60d864c0a925d32ccd7abad84c6167f307ad70e0",
+    ".modelhub_state/official_capabilities.json": "421298ca9bb9fda3cf2bb4538b47fe2460c1278f0f48ca18b209ea9ed06d8fbb",
     ".modelhub_state/outcome_checkpoint.json": "f68e4b2eed232a2a436130e3721ecf592b04ebe95caf286fea7f2f3315a71387",
     ".modelhub_state/queue_cleanup_latest.json": "78f07e2bb9dacf1f600a12be0e4342cdef16e1a3922a8f327eb9d8bee5f48363",
     ".modelhub_state/recent_outcomes.jsonl": "530c3f3f681469cb91364456a0b40c6fcc13b4df04b6e2659e523f96bbbc2ce5",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "600200c44f68dece97ff88b39acfc5dbb9e2f5c7994f1904aff5fb269cf1a50f",
     "outcomes/submissions.jsonl": "442729f49b337a6e7959cda00e5f78788a9c7b38863e997631e0eac57db938f2"
   },
-  "generation": 24869,
+  "generation": 24870,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-14T15:06:20.689717+00:00",
+  "updatedAt": "2026-10-14T15:09:22.674424+00:00",
   "writerId": "9b5b3ed8772344608455c7e3b71f5c9f"
 }