diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index ec92d7879..583a1540c 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1741,7 +1741,7 @@
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     }
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-  "generatedAt": "2026-09-17T11:26:45.797269+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 4005a7435..01d27e454 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -416,7 +416,7 @@
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-  "generatedAt": "2026-09-17T11:24:55.465166+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ae4c24695..6b6d18c4a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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+  "catalogUpdatedAt": "2026-09-17T11:27:56.357631+00:00",
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@@ -55,7 +55,7 @@
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+  "generatedAt": "2026-09-17T11:29:50.348820+00:00",
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@@ -154,7 +154,7 @@
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@@ -162,7 +162,7 @@
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-      "updatedAt": "2026-09-17T11:26:42.213399+00:00"
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@@ -170,7 +170,7 @@
         "text-to-image-generation",
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@@ -179,7 +179,7 @@
         "text-to-image-generation",
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@@ -187,14 +187,14 @@
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@@ -202,7 +202,7 @@
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@@ -210,7 +210,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-17T11:26:35.623452+00:00"
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@@ -218,7 +218,7 @@
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@@ -227,7 +227,7 @@
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@@ -235,14 +235,14 @@
         "text-generation",
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@@ -270,7 +270,7 @@
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@@ -278,7 +278,7 @@
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@@ -287,7 +287,7 @@
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@@ -295,14 +295,14 @@
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@@ -310,7 +310,7 @@
         "text-to-image-generation",
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@@ -318,7 +318,7 @@
         "text-to-image-generation",
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@@ -326,7 +326,7 @@
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@@ -335,7 +335,7 @@
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@@ -374,7 +374,7 @@
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@@ -422,7 +422,7 @@
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     "https://modelscope.cn/models/Jackrong/DeepSeek-V4-Pro-Qwen3.5-4B-MTP-GGUF|2026-08-13T13:54:23+00:00|Iluvatar_mrv-100": {
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@@ -463,7 +463,7 @@
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@@ -471,14 +471,14 @@
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     "https://modelscope.cn/models/Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF|2026-08-13T14:53:49+00:00|Iluvatar_mrv-100": {
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@@ -487,7 +487,7 @@
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@@ -5897,7 +5897,7 @@
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@@ -5905,14 +5905,14 @@
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@@ -5920,7 +5920,7 @@
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@@ -5936,7 +5936,7 @@
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@@ -5968,7 +5968,7 @@
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@@ -6089,7 +6089,7 @@
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@@ -6106,14 +6106,14 @@
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@@ -6121,7 +6121,7 @@
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@@ -6792,6 +6792,6 @@
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   "version": 1
 }
diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json
index a0b6ef8ac..87c6b4881 100644
--- a/.modelhub_state/outcome_checkpoint.json
+++ b/.modelhub_state/outcome_checkpoint.json
@@ -1,6 +1,6 @@
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+  "generatedAt": "2026-09-17T11:27:49.059245+00:00",
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@@ -2557,18 +2557,18 @@
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@@ -2578,7 +2578,7 @@
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@@ -2837,14 +2837,14 @@
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@@ -2853,14 +2853,14 @@
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@@ -2929,27 +2929,27 @@
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@@ -2972,7 +2972,7 @@
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@@ -3185,28 +3185,28 @@
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@@ -3237,28 +3237,28 @@
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@@ -5869,6 +5869,27 @@
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+        "framework": "vllm",
+        "modelType": "llama",
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+        "quantizationMethod": "none",
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+        "targetGpu": "MetaX_c-500",
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@@ -6097,6 +6118,29 @@
         "total": 2,
         "unresolvedFailureCount": 0
       },
+      "MetaX_c-500|vllm|text-generation|spark2_5|fp8": {
+        "attributableFailureCount": 1,
+        "decisionFailureRate": 1.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 1,
+        "failureBreakdown": {
+          "framework_architecture_unsupported": 1
+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "vllm",
+        "modelType": "spark2_5",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "fp8",
+        "successCount": 0,
+        "successRate": 0.0,
+        "targetGpu": "MetaX_c-500",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 0
+      },
       "MetaX_c-500|vllm|text-generation|spark2_5|none": {
         "attributableFailureCount": 2,
         "decisionFailureRate": 1.0,
@@ -6555,14 +6599,14 @@
         "unresolvedFailureCount": 0
       },
       "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation|starcoder2|compressed-tensors": {
-        "attributableFailureCount": 1,
+        "attributableFailureCount": 2,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
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+        "decisionTotal": 2,
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+          "tokenizer_compatibility": 2
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+        "failureCount": 2,
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         "framework": "vllm_fix_tokenizer",
         "modelType": "starcoder2",
@@ -6574,7 +6618,7 @@
         "successRate": 0.0,
         "targetGpu": "Sunrise_pt-200-x1",
         "taskType": "text-generation",
-        "total": 1,
+        "total": 2,
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       },
       "Sunrise_pt-200-x1|vllm|text-generation|llama|compressed-tensors": {
@@ -11442,6 +11486,28 @@
         "total": 1,
         "unresolvedFailureCount": 0
       },
+      "MetaX_c-500|vllm|text-generation|llama|none|32": {
+        "attributableFailureCount": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 1.0,
+        "decisionTotal": 1,
+        "failureBreakdown": {},
+        "failureCount": 0,
+        "failureRate": 0.0,
+        "framework": "vllm",
+        "loadSizeLog2Bucket": 32,
+        "modelType": "llama",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "none",
+        "successCount": 1,
+        "successRate": 1.0,
+        "targetGpu": "MetaX_c-500",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 0
+      },
       "MetaX_c-500|vllm|text-generation|nanbeige|compressed-tensors|32": {
         "attributableFailureCount": 1,
         "decisionFailureRate": 1.0,
@@ -11728,6 +11794,30 @@
         "total": 1,
         "unresolvedFailureCount": 0
       },
+      "MetaX_c-500|vllm|text-generation|spark2_5|fp8|32": {
+        "attributableFailureCount": 1,
+        "decisionFailureRate": 1.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 1,
+        "failureBreakdown": {
+          "framework_architecture_unsupported": 1
+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "vllm",
+        "loadSizeLog2Bucket": 32,
+        "modelType": "spark2_5",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "fp8",
+        "successCount": 0,
+        "successRate": 0.0,
+        "targetGpu": "MetaX_c-500",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 0
+      },
       "MetaX_c-500|vllm|text-generation|spark2_5|none|31": {
         "attributableFailureCount": 1,
         "decisionFailureRate": 1.0,
@@ -12421,14 +12511,14 @@
         "unresolvedFailureCount": 0
       },
       "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation|starcoder2|compressed-tensors|34": {
-        "attributableFailureCount": 1,
+        "attributableFailureCount": 2,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 1,
+        "decisionTotal": 2,
         "failureBreakdown": {
-          "tokenizer_compatibility": 1
+          "tokenizer_compatibility": 2
         },
-        "failureCount": 1,
+        "failureCount": 2,
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         "framework": "vllm_fix_tokenizer",
         "loadSizeLog2Bucket": 34,
@@ -12441,7 +12531,7 @@
         "successRate": 0.0,
         "targetGpu": "Sunrise_pt-200-x1",
         "taskType": "text-generation",
-        "total": 1,
+        "total": 2,
         "unresolvedFailureCount": 0
       },
       "Sunrise_pt-200-x1|vllm|text-generation|llama|compressed-tensors|28": {
@@ -12878,34 +12968,34 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 2126,
-    "totalRecords": 2229,
+    "terminalRecords": 2129,
+    "totalRecords": 2232,
     "totals": {
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-      "decisionFailureRate": 0.8845,
-      "decisionSuccessRate": 0.1155,
-      "decisionTotal": 788,
+      "attributableFailureCount": 699,
+      "decisionFailureRate": 0.8837,
+      "decisionSuccessRate": 0.1163,
+      "decisionTotal": 791,
       "failureBreakdown": {
         "ambiguous_runtime": 522,
         "backend_operator": 49,
-        "framework_architecture_unsupported": 465,
+        "framework_architecture_unsupported": 466,
         "memory_capacity": 12,
         "model_load": 85,
         "platform_infrastructure": 10,
         "repository_structure": 8,
         "runtime_memory": 18,
-        "tokenizer_compatibility": 60,
+        "tokenizer_compatibility": 61,
         "参数/模板问题": 133,
         "验证失败": 673
       },
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-      "failureRate": 0.9572,
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       "pendingRate": 0.0,
       "platformFailureCount": 10,
-      "successCount": 91,
-      "successRate": 0.0428,
-      "total": 2126,
+      "successCount": 92,
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@@ -12916,11 +13006,11 @@
       "GPU Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Iluvatar_bi-150 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU hygon_k100-ai 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU MetaX_c-500 本地统计失败率偏高（≥50%），建议重点关注。",
+      "GPU Vastai_va16 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Cambricon_mlu-370-x4 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Ascend_910-b3 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU Vastai_va16 本地统计失败率偏高（≥50%），建议重点关注。",
+      "GPU MetaX_c-500 本地统计失败率偏高（≥50%），建议重点关注。",
       "组合 Biren_166m|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Ascend_910-b4|vllm_tokenizer_patch|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Biren_166m|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -12946,6 +13036,6 @@
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-  "summarizedRecords": 2229,
+  "summarizedRecords": 2232,
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 13927826c..cb55acc2a 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -858,6 +858,7 @@
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 {"batchId": "695b34068dbe4d95b7f9caaa76899832", "completedAt": "2026-09-17T10:17:43.417267+00:00", "configFingerprint": "289bdbc89807736c7fc9eba7819ba7c6f178bbf5fb1f56a5683ad9b7fa830bfd", "configSource": "modelhub_live", "createdAt": "2026-09-17T10:17:25.671043+00:00", "framework": "llamacpp", "intentId": "68be738624f14eeaabd336bfd47c4afe", "lastModified": "2026-09-15T17:45:24+00:00", "modelAddress": "https://modelscope.cn/models/RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-GGUF", "reason": null, "reconciledAt": "2026-09-17T11:21:05.851604+00:00", "repoId": "RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "4913350", "taskType": "text-generation"}
 {"batchId": "daeb14c26abd4648a4bb985321b158c8", "completedAt": "2026-09-17T11:10:25.999930+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-09-17T11:10:15.723589+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e4100d6a521b4d6d9680f77771199959", "lastModified": "2026-09-17T10:58:53+00:00", "modelAddress": "https://modelscope.cn/models/SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "reason": null, "reconciledAt": "2026-09-17T11:21:05.852474+00:00", "repoId": "SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "4913855", "taskType": "text-generation"}
+{"batchId": "3aed3a83a2c44d80b4f4dcd609349a5a", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configSource": "modelhub_live", "createdAt": "2026-09-17T11:29:51.205749+00:00", "framework": "vllm", "intentId": "70eeb0029c374496bc2bbc4a75d064eb", "lastModified": "2026-09-17T10:58:53+00:00", "modelAddress": "https://modelscope.cn/models/SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "repoId": "SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation"}
 {"batchId": "dc557ed173284456b65de02d89689bdd", "completedAt": "2026-09-17T07:00:50.030789+00:00", "configFingerprint": "5ec090e92fba0f8471f90bb0af176a745ebf9604ae8d9957761f2bdcf7b7b894", "configSource": "modelhub_live", "createdAt": "2026-09-17T07:00:42.703320+00:00", "framework": "llamacpp", "intentId": "1e106c48321a4cdea39458e2629ff129", "repoId": "voconly/cohere-transcribe-03-2026-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
 {"batchId": "534b216536f14acab0831df3cca7c8b7", "completedAt": "2026-09-17T06:49:28.237705+00:00", "configFingerprint": "4ecf9a1a055b517fbf32a3498eaaf4a2d63b1c33abbcc170dd75fdec6cec9dc6", "configSource": "modelhub_live", "createdAt": "2026-09-17T06:49:18.457343+00:00", "framework": "llamacpp", "intentId": "b99b4231abe54ea698f0d5b126b52b6e", "repoId": "voconly/cohere-transcribe-03-2026-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "uniqueness_rejected", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
 {"batchId": "88766ff730f64477804cc1605a44aaef", "completedAt": "2026-09-17T06:47:36.731565+00:00", "configFingerprint": "1ab708db1a2ba32a19914fb2b2a3e2674a900769ee64ff9790813f664f2605cb", "configSource": "modelhub_live", "createdAt": "2026-09-17T06:47:30.033650+00:00", "framework": "llamacpp", "intentId": "ab6c54fec18f414bae4f6b66156c2c6a", "repoId": "voconly/cohere-transcribe-03-2026-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 9fc3ec59d..aa80f6736 100644
--- a/manifest.json
+++ b/manifest.json
@@ -1,24 +1,24 @@
 {
   "agentVersion": "2026.09.04.4",
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-    ".modelhub_state/architecture_compatibility_blacklist.json": "bcc32553df3e6036fbe9a22fe5fec50c44c6592c7d2512fcddefd0c59fa07df3",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "b7d6e78f7610c021ab3ad248980257c9f0f2c8d6e563d9d59c7f1a1af9540d2f",
     ".modelhub_state/architecture_history_backfill.json": "80a6b82263a283903d54b9d294713d0bd1612ac08dba528d7072d0b1d8c78eec",
-    ".modelhub_state/market_intelligence.json": "6f91fdae408bdfec29c5d2b1a7b30dd6823675ecbd47913a56baa0aa64cdd14d",
-    ".modelhub_state/official_capabilities.json": "967989658fa78f37ccd5fd83a6af2c5daff02068d3fea36459bb891d32bc915c",
-    ".modelhub_state/outcome_checkpoint.json": "a22aa6c742f2f540b6b5bd1e864b2f533ed415758f142cbcb7095dafad162c5f",
+    ".modelhub_state/market_intelligence.json": "30c9a2f951cd214123cc22a0376638dbc1a70241c6ef46d34b6161a7615d34ac",
+    ".modelhub_state/official_capabilities.json": "70ad3703ac823014be4efbb605618111292e32ead4a33e90ce86b2a57c30511d",
+    ".modelhub_state/outcome_checkpoint.json": "f59e57ce8d8e6351ec0109a2a22bf44b99978a49daf4ebbe62b59544422d3394",
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     ".modelhub_state/recovery_active_tasks.jsonl": "26d4108b64c1f39556f3eebad0744595256f9fb21ffa63a51c8554b28d0cb44d",
-    ".modelhub_state/recovery_intents.jsonl": "b1a37286d52ef77b2afbed658a525ebc96e68ab6b358e1914118fd5cf89b9269",
+    ".modelhub_state/recovery_intents.jsonl": "c54c3b3d354da5eb8b95560e2a9567b66a25080f29fdb227d96bdf8c0f158f2a",
     ".modelhub_state/routing_intelligence.json": "2aef60eeaeb2e5f23d4fb0e426f3833e052a224a17699023c2281974d9b658a8",
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     "ledger/submissions.jsonl": "beb73b6fce365412ad3f6e6dc5e969bbc63493a731136420108b953b9f354615",
-    "outcomes/submissions.jsonl": "4628f4e4f84ea885bbe7a18e9af71239d049c83fda9c77d5c727739647d47baa"
+    "outcomes/submissions.jsonl": "3eca274ab0eda5f0b22ee23d3dea80dc3428d4dce3ac8aeb29a5cebdd11ed74d"
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-  "generation": 8703,
-  "phase": "cycle",
+  "generation": 8704,
+  "phase": "intent",
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-  "updatedAt": "2026-09-17T11:26:45.890251+00:00",
+  "updatedAt": "2026-09-17T11:29:51.290087+00:00",
   "writerId": "eccb3e0018f640d19e578c271a207b5c"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 52f0a0fd9..8f35fb132 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -40,7 +40,6 @@
 {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-06T08:35:17.503337+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "2e9cebc01b20081f0839fa18fe9ca4f7d059509f235699027201fe328177b304", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 9081293776, "estimatedRequiredGiB": 10.159, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "modelhub_preflight_oom:36"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 9090504091, "modelscopeLicense": "llama3", "modelscopeParams": 8030261312, "modelscopeTags": ["license:llama3", "model_type:llama", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:fp8", "custom_tag:vllm"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 9090504091}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-06T00:30:35.396277+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4657902", "taskType": "text-generation", "verifyResult": null}
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