diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 4d7cbf9bf2..fac41ae8c8 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -133,7 +133,7 @@
     "metax_c-500|vllm|text-generation|model_type:mini_k3": {
       "architectureSignature": "model_type:mini_k3",
       "architectures": [],
-      "evidenceCount": 2,
+      "evidenceCount": 1,
       "expiresAt": "2026-11-09T04:10:09+00:00",
       "framework": "vllm",
       "latestFailureAt": "2026-10-10T04:10:09+00:00",
@@ -141,12 +141,10 @@
       "matchType": "model_type",
       "modelType": "mini_k3",
       "sourceModelIds": [
-        "nkkbr/Mini-K3-1H-kda-kernel-0-v2",
-        "nkkbr/Mini-K3-1H-attnres-standard-v1_B"
+        "nkkbr/Mini-K3-1H-kda-kernel-0-v2"
       ],
       "sourceTaskIds": [
-        "5319959",
-        "5008520"
+        "5319959"
       ],
       "targetGpu": "MetaX_c-500",
       "taskType": "text-generation"
@@ -454,7 +452,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-20T21:59:18.834727+00:00",
+  "generatedAt": "2026-10-20T22:14:03.320875+00:00",
   "summary": {
     "activeBlockCount": 21,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 5ea662e6cc..441420cfab 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-20T22:00:39.456808+00:00",
+  "communityAttemptedAt": "2026-10-20T22:15:56.378844+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-20T22:00:39.456808+00:00",
+  "communityUpdatedAt": "2026-10-20T22:15:56.378844+00:00",
   "frameworkAttemptedAt": "2026-10-20T20:08:32.969065+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T22:11:31.727736+00:00",
+  "generatedAt": "2026-10-20T22:15:56.378844+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index f777599bc1..734c0ed886 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T22:11:31.727736+00:00",
+  "catalogUpdatedAt": "2026-10-20T22:15:56.378844+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T22:11:31.727736+00:00",
+  "generatedAt": "2026-10-20T22:15:56.378844+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6553,6 +6553,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T22:11:31.727736+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T22:15:56.378844+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3310a90204..d775c5d54f 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -15,6 +15,7 @@
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 {"agentVersion": "2026.10.18.1", "batchId": "bfe3dc34c9904a8ab93fd1f2f6897b91", "completedAt": "2026-10-20T18:21:32.501148+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T18:19:57.975199+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "8382e4fc171c4420803efb83b010a598", "lastModified": "2026-10-20T14:17:21+00:00", "modelAddress": "https://modelscope.cn/models/hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "reason": null, "reconciledAt": "2026-10-20T22:04:39.009983+00:00", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskId": "5680268", "taskType": "text-generation"}
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 {"agentVersion": "2026.10.18.1", "batchId": "da39a82b478648049c6c4c96b061dabe", "completedAt": "2026-10-20T22:13:01.013907+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T22:11:35.202985+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "43649f23666a42eb82c3a97048ee3831", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "6c643f9ba6f94fdd9e98ae6da24055ea", "completedAt": "2026-10-20T22:08:56.484172+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T22:07:29.461686+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2524421b52f54d57b1d499109293b5b1", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
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diff --git a/manifest.json b/manifest.json
index 0279a5b623..d323287ddc 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,22 +2,22 @@
   "agentVersion": "2026.10.18.1",
   "checksums": {
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "86baeed1b157c351338c760a9eebe00350f636f859e5a77e1988e651fedc93dc",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "65e8b9b9d3264b5eacd49b8740dba08317d819ba0a66a6e0ae0b911eda95f45e",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "3a768f47f2eca7dff7cc4e47597ddf97b41d4cd54e991f8ef570124d681204bf",
-    ".modelhub_state/official_capabilities.json": "aef2a5d6951e7c90dfd609dd7c3ad18c163a707015ca8359936362408badaa45",
+    ".modelhub_state/market_intelligence.json": "e6c2f9aa8d2a8fadb762ee2b02c1123f47c64bcf72aaf5a0d5fed45fd12d7a04",
+    ".modelhub_state/official_capabilities.json": "2afa733680f9382dd5c9d32c43561c8a07a52da1b0ce7ef2999b61f6edecdd8a",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "7b589bf9823d022a5f46a87a53ea67d2e627ac5a5ff8c116e65b1762474c2413",
-    ".modelhub_state/recovery_intents.jsonl": "f1684feea38b3b92a28b30334cc36787d7c5b56dbdd34a6b8c2ca0d10595722d",
+    ".modelhub_state/recovery_intents.jsonl": "2d17fd038e3e5173afc1316955e1df644e0b6c1054d8c1f264866126bbab4b39",
     ".modelhub_state/routing_intelligence.json": "b6a149d92a8de6d4ddf38fe2220e01a2e47451449e72ed44ccba88527ed86904",
     ".modelhub_state/submission_exclusions.jsonl": "2b6179eb287f8163c6077244e8dc9eb1a22632c5d487fde0cf064f772518e2ce",
     "ledger/submissions.jsonl": "2da4f0c9ce343a0bd14caac9d626f5b297d4bbe93de6871f3d8d847d1ac8e9ed",
-    "outcomes/submissions.jsonl": "bb1e3f8d06d6bad32af42ca06ab996dd1f9f405cc018840059edcb5d3f77716d"
+    "outcomes/submissions.jsonl": "085d0038e396ab518f7c298a2f60bd74935b891f29a0fdabb3985c85ca643fea"
   },
-  "generation": 1378,
-  "phase": "result",
+  "generation": 1379,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T22:13:01.063646+00:00",
+  "updatedAt": "2026-10-20T22:16:09.119410+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index b9f0382f44..ea93d46ce1 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -43,3 +43,4 @@
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 {"agentVersion": "2026.10.18.1", "failReason": null, "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "lastSyncTime": null, "modelId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "modelProfile": {"architectures": ["MiniCPMV4_7ForConditionalGeneration"], "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 23953202568, "estimatedRequiredGiB": 26.804, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "published_repository_upper_bound", "modelCard": {}, "modelType": "minicpmv4_7", "modelscopeFileSize": 23983932513, "modelscopeLicense": "apache-2.0", "modelscopeParams": 35212875824, "modelscopeTags": ["license:apache-2.0", "model_type:minicpmv4_7", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:nvfp4", "custom_tag:minicpm", "custom_tag:minicpm-v-4-7", "custom_tag:moe", "custom_tag:vision", "custom_tag:multimodal", "custom_tag:blackwell", "custom_tag:compressed-tensors", "custom_tag:vllm", "custom_tag:llama.cpp"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": 23983932513, "quantizationMethod": "compressed-tensors", "recursiveRepositoryBytes": 23983932119, "repositoryOnDiskBytes": 23983932513}, "outcome": "pending", "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "submitTime": "2026-10-20T18:19:59.281354+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5680268", "taskType": "text-generation", "verifyResult": null}
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