diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index b4d1008e07..d3371b4a56 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
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@@ -598,15 +598,15 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 3aa3b5d621..7187454efa 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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@@ -450,12 +450,6 @@
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-      "updatedAt": "2026-10-01T06:01:53.420972+00:00"
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@@ -2347,6 +2341,14 @@
       ],
       "updatedAt": "2026-10-01T07:26:11.359916+00:00"
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+    "https://modelscope.cn/models/b77968543/Spark-X2.5-4B-Q8_0|2026-09-01T15:35:36+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+    },
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@@ -2445,12 +2447,6 @@
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@@ -2540,12 +2536,6 @@
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-    "https://modelscope.cn/models/chenyumo/moziAI-35B-A3B-MOE-MTP|2026-09-25T03:56:17+00:00|Kunlunxin_p-800": {
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@@ -2860,12 +2850,6 @@
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-    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-01T06:02:06.162443+00:00"
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@@ -2913,7 +2897,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-01T06:01:53.061971+00:00"
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     "https://modelscope.cn/models/ewinregirgojr/Qwen3.8-14B-Instruct-Turbo-GGUF|2026-08-31T23:32:37+00:00|Sunrise_pt-200-x1": {
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@@ -2993,7 +2977,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-01T06:01:53.062835+00:00"
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@@ -3157,6 +3141,14 @@
       ],
       "updatedAt": "2026-10-01T07:26:11.757473+00:00"
     },
+    "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T14:43:23.968040+00:00"
+    },
     "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -3372,6 +3364,14 @@
       ],
       "updatedAt": "2026-10-01T07:26:11.059088+00:00"
     },
+    "https://modelscope.cn/models/inclusionAI/Ling-3.0-tiny-GGUF|2026-09-01T18:38:51+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-01T14:43:23.966793+00:00"
+    },
     "https://modelscope.cn/models/inclusionAI/Ling-3.0-tiny-GGUF|2026-09-01T18:38:51+00:00|Sunrise_pt-200-x1": {
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@@ -3450,7 +3450,7 @@
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@@ -3545,7 +3545,7 @@
         "text-generation",
         "visual-multi-modal"
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@@ -3611,7 +3611,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-01T06:01:53.189491+00:00"
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@@ -4751,12 +4751,6 @@
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-    "https://modelscope.cn/models/prism-ml/Ternary-Bonsai-2-27B-gguf|2026-09-26T14:40:11+00:00|Kunlunxin_p-800": {
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@@ -4924,12 +4918,6 @@
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-    "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Kunlunxin_p-800": {
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     "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|MetaX_c-500": {
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@@ -5089,12 +5077,6 @@
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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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@@ -5312,7 +5294,7 @@
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@@ -5335,12 +5317,6 @@
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@@ -5462,7 +5438,7 @@
         "text-generation",
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@@ -5521,7 +5497,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-01T06:01:53.561783+00:00"
+      "updatedAt": "2026-10-01T14:43:24.474296+00:00"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Sunrise_pt-200-x1": {
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@@ -5572,7 +5548,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-01T06:01:53.683158+00:00"
+      "updatedAt": "2026-10-01T14:43:24.572479+00:00"
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     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Sunrise_pt-200-x1": {
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@@ -5623,7 +5599,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-01T06:01:53.682867+00:00"
+      "updatedAt": "2026-10-01T14:43:24.572157+00:00"
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     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Sunrise_pt-200-x1": {
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@@ -5674,7 +5650,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-01T06:01:53.561608+00:00"
+      "updatedAt": "2026-10-01T14:43:24.474149+00:00"
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     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Sunrise_pt-200-x1": {
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@@ -5725,7 +5701,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-01T06:01:53.561432+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Sunrise_pt-200-x1": {
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@@ -5733,11 +5709,50 @@
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-    "https://modelscope.cn/models/woshiaxie/MoXiao_Qwen3.8_27B_GGUF|2026-09-29T09:47:33+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/wesjos/Mimo-Qwen3.5-9B-Cold-GGUF|2026-10-01T09:22:53+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T14:42:47.361728+00:00"
+    },
+    "https://modelscope.cn/models/wesjos/Mimo-Qwen3.5-9B-Cold-GGUF|2026-10-01T09:22:53+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T14:42:47.149174+00:00"
+    },
+    "https://modelscope.cn/models/wesjos/Mimo-Qwen3.5-9B-Cold-GGUF|2026-10-01T09:22:53+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-01T06:02:06.113953+00:00"
+      "updatedAt": "2026-10-01T14:42:47.655609+00:00"
+    },
+    "https://modelscope.cn/models/wesjos/Mimo-Qwen3.5-9B-Cold-GGUF|2026-10-01T09:22:53+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T14:42:47.461831+00:00"
+    },
+    "https://modelscope.cn/models/wesjos/Mimo-Qwen3.5-9B-Cold-GGUF|2026-10-01T09:22:53+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T14:42:47.264435+00:00"
+    },
+    "https://modelscope.cn/models/wesjos/Mimo-Qwen3.5-9B-Cold-GGUF|2026-10-01T09:22:53+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-01T14:42:47.558078+00:00"
     },
     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Ascend_910-b3": {
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@@ -5877,7 +5892,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-01T06:01:53.684819+00:00"
+      "updatedAt": "2026-10-01T14:43:24.574171+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -6578,6 +6593,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-01T14:39:32.450349+00:00",
+  "taskTreeUpdatedAt": "2026-10-01T14:42:27.757443+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 31294891b2..63dc65a093 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -2600,6 +2600,7 @@
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 {"batchId": "6ad67bedd5104b958247ed686fa4a8d7", "completedAt": "2026-09-29T14:16:48.925444+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-09-29T14:16:45.683768+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ba30792e89b44ef5804d5f3613d7df71", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
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 {"batchId": "af702292a17240468562311292c55106", "completedAt": "2026-09-29T11:50:56.209408+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-09-29T11:50:53.929909+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c488d875b85a4d699fe135674c2b940b", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 15e21952e5..c4122501ce 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "c2a508f90e8721df6fb6b634e8ed0243ce0bf1c57d072e238f403545ab39a9ac",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "a8ba0b3c718d576614dba546d37c9b6f70fd825fcf8913ed66fce8c09f4e49f0",
-    ".modelhub_state/official_capabilities.json": "d817e3ab33ac49f01684818d766988706e114a0997d1d90bda1d29964395671e",
+    ".modelhub_state/market_intelligence.json": "b34017a3e69727eb7536105b4e8553f41712923cac1c387927957b6e330d3cc4",
+    ".modelhub_state/official_capabilities.json": "ae6fa243c5358839ce6f4e2fde0fd05f18d971ca0a724006b41d055d7a83fdd2",
     ".modelhub_state/outcome_checkpoint.json": "29709bc599df6c758e77a7985442c466a9321126d15dfeeb337840ebd7d0280d",
     ".modelhub_state/queue_cleanup_latest.json": "b8d4ee6abdce7b813a365a651d9af6115f89aed9cbf5ddf95e19efa44fc83b74",
     ".modelhub_state/recent_outcomes.jsonl": "2523ec2f7019354108df01107e7f0a74a17201a51201d3993b38b265a6fafd64",
     ".modelhub_state/recovery_active_tasks.jsonl": "27efaea1395861678295fee36675648577cb7909d1a692189de690edc5bf3c67",
-    ".modelhub_state/recovery_intents.jsonl": "21c0a0ccc58665adfacecb8caa580e82868bd83e7087b88200f823933962ab1f",
+    ".modelhub_state/recovery_intents.jsonl": "0405fe6d7c4e53dbd71e764a365b958128fa66135ea5aa1dae3d525b26143ced",
     ".modelhub_state/routing_intelligence.json": "be70813f166dbb5be16db60ed04936b987ed15d3c008065b231ff723a2ff8af2",
     ".modelhub_state/submission_exclusions.jsonl": "1e62f6ba5bd2ba5f2f360bc134b44f7b69190230dd0e274919a87a73ea66761c",
     ".modelhub_state/worker_crashes.jsonl": "21a892d638884250c04f19e07a433baae065285327484e361c9e5067b0bc17dd",
     "ledger/submissions.jsonl": "a649c47757f0184cc54a963c0d21dd2fbc4ec9ffc90280f6f0483707326ac668",
     "outcomes/submissions.jsonl": "1d0cc2a9e40259af6b113313a5cd82466cdddaceb0d61cc09de3c8640793220f"
   },
-  "generation": 19257,
-  "phase": "cycle",
+  "generation": 19258,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-01T14:39:52.725021+00:00",
+  "updatedAt": "2026-10-01T14:43:25.001594+00:00",
   "writerId": "a812d0e025c3474eb16b828a4d987334"
 }