diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 133d175d2c..ad712fa73c 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -850,7 +850,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-21T12:52:24.946272+00:00",
+  "generatedAt": "2026-10-21T12:54:11.556562+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index f84232da1f..4abbc105c4 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-21T12:52:25.063560+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index db13a87985..947766c641 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T12:52:25.063560+00:00",
+  "catalogUpdatedAt": "2026-10-21T12:54:11.682704+00:00",
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-21T12:52:25.063560+00:00",
+  "generatedAt": "2026-10-21T12:54:17.914169+00:00",
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@@ -753,14 +753,6 @@
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-21T12:48:18.004352+00:00"
-    },
     "https://modelscope.cn/models/LibertAIDAI/DeepSeek-V4.1-Flash-1017-EXL3-2.9bpw|2026-10-19T17:18:46+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -3942,6 +3934,53 @@
       ],
       "updatedAt": "2026-10-21T12:50:13.287773+00:00"
     },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.5bit|2026-10-21T12:43:46+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:54:17.839617+00:00"
+    },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.5bit|2026-10-21T12:43:46+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:54:17.767602+00:00"
+    },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.5bit|2026-10-21T12:43:46+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:54:17.914169+00:00"
+    },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.5bit|2026-10-21T12:43:46+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T12:54:17.872910+00:00"
+    },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.5bit|2026-10-21T12:43:46+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:54:17.803638+00:00"
+    },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.5bit|2026-10-21T12:43:46+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T12:54:17.731677+00:00"
+    },
     "https://modelscope.cn/models/iluvatar-corex/MiniMax-M2.5-W4A8|2026-10-19T13:50:57+00:00|Ascend_910-b3": {
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@@ -4474,14 +4513,6 @@
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     },
-    "https://modelscope.cn/models/logic65/Whittle-Next-27B-A3B|2026-10-14T15:38:57+00:00|hygon_k100-ai": {
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@@ -4722,22 +4753,6 @@
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-    "https://modelscope.cn/models/onnx-community/Qwen3-0.6B-DQ-ONNX|2026-10-14T15:47:22+00:00|Ascend_910-b3": {
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-      "updatedAt": "2026-10-21T12:48:16.771148+00:00"
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-    "https://modelscope.cn/models/onnx-community/Qwen3-0.6B-DQ-ONNX|2026-10-14T15:47:22+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-21T12:48:16.807563+00:00"
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     "https://modelscope.cn/models/onnx-community/Qwen3-0.6B-ONNX|2026-10-19T17:25:30+00:00|hygon_k100-ai": {
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@@ -5232,14 +5247,6 @@
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     },
-    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-REAP-2bit-MLX|2026-10-14T15:30:49+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-21T12:48:18.005248+00:00"
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     "https://modelscope.cn/models/rapid-mlx/Ling-3.0-tiny-MLX-4bit|2026-10-14T15:11:57+00:00|Ascend_910-b3": {
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@@ -5295,14 +5302,6 @@
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-    "https://modelscope.cn/models/rapid-mlx/Qwen3.8-27B-4bit-MTP-fp16-MLX|2026-10-14T15:44:08+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-10-21T12:48:18.014667+00:00"
-    },
     "https://modelscope.cn/models/rapid-mlx/Qwen3.8-Flash-Next-4bit|2026-10-14T15:22:20+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -6697,6 +6696,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
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-  "taskTreeUpdatedAt": "2026-10-21T12:52:25.063560+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T12:54:11.682704+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3955070bf9..013abc0fbe 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3668,6 +3668,18 @@
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diff --git a/manifest.json b/manifest.json
index b0b689e9df..d6cb804ab8 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "9f2ea8a77c20bc91004cccc664b8f9f05369392fb4e828bfa376627c5414df8b",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "05286309a98e3dbf898628214dc70adff522607811e9181bbebad7f3475c0a6b",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "adb9d92f06aceb8c65497e0d2f7b0d4d9ee76b6ad110f2ddb6138e1683484edd",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "8938c90e4b08d3d368417f30262cf870ca4e53a65a20b2a28d0f8d378f40d25f",
-    ".modelhub_state/official_capabilities.json": "b09466d30d7b2bb83df7adccec8faf09bf7bb0b86f7c63c8e2c02c39e4049b41",
+    ".modelhub_state/market_intelligence.json": "0814cbf72b293ab2371cc2f8a92f1ae35784181d802a8c78f7ac54bfccd46c4f",
+    ".modelhub_state/official_capabilities.json": "4bcb543bca34e9e8d0551975ce3585db99ba7fee912e5c23eb433f6e7e5b046f",
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     ".modelhub_state/recent_outcomes.jsonl": "9866e5e80f1a64f6d284a6410f90d9c0a833923d959b60e14ac5928b35d833c0",
     ".modelhub_state/recovery_active_tasks.jsonl": "6c76b9dd15c38756efa29210872e91c067d610b2a7a851a5545f5157be8318a4",
-    ".modelhub_state/recovery_intents.jsonl": "1fe3dea002f444085e95aed42f61f107e1fccc504d254ab04a95b9682150337e",
+    ".modelhub_state/recovery_intents.jsonl": "df0ed4f1d4c557cd694a6472fbf9434d72e389fec5522560eea02a731bce45f4",
     ".modelhub_state/routing_intelligence.json": "5e441e94b525afc0e7dc3d3164f4d7da8ed54d0b743d75c29d96f7f2e24fb367",
     ".modelhub_state/submission_exclusions.jsonl": "07b0cf531e208c0d6ecfffb156a0cb39a09636bee94976f2a8a2e3b767cf06cc",
     ".modelhub_state/worker_crashes.jsonl": "d46c42c2991f2fda703c2ba17f2b6a21afa8e1453bf67666f1bc0ff3bb99e2e9",
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   },
-  "generation": 26924,
-  "phase": "cycle",
+  "generation": 26925,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T12:52:40.302274+00:00",
+  "updatedAt": "2026-10-21T12:54:25.754780+00:00",
   "writerId": "f9d6ac09a4c14ca19fc241d193853c55"
 }