state: generation 5072 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1317,7 +1317,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-10T08:18:32.979001+00:00",
+  "generatedAt": "2026-09-10T08:21:39.893052+00:00",
   "summary": {
     "activeBlockCount": 66,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -19,7 +19,7 @@
     "10": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
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+      "listingErrors": 360,
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       "uniqueRecords": 0
@@ -102,12 +102,12 @@
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   "failureLogsInspected": 0,
   "mode": "incremental_decision_only",
-  "nextAccountIndex": 10,
+  "nextAccountIndex": 11,
   "recordsScanned": 0,
   "seenTaskIds": [],
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   "terminalRecords": 0,
   "uniqueRecords": 0,
-  "updatedAt": "2026-09-10T08:18:32.955293+00:00",
+  "updatedAt": "2026-09-10T08:21:39.867796+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-10T08:16:49.850897+00:00",
+  "generatedAt": "2026-09-10T08:19:40.461582+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-10T08:10:58.477072+00:00",
+  "generatedAt": "2026-09-10T08:19:33.977040+00:00",
-  "lastSyncTime": "2026-09-10T08:10:58.225916+00:00",
+  "lastSyncTime": "2026-09-10T08:19:33.742658+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1576,25 +1576,25 @@
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         "decisionTotal": 9,
         "failureBreakdown": {
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+          "ambiguous_runtime": 19,
           "framework_architecture_unsupported": 5,
           "memory_capacity": 1,
           "tokenizer_compatibility": 1,
           "参数/模板问题": 5,
           "验证失败": 22
         },
-        "failureCount": 52,
+        "failureCount": 53,
-        "failureRate": 0.963,
+        "failureRate": 0.9636,
         "framework": "unknown",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.037,
+        "successRate": 0.0364,
         "targetGpu": "Cambricon_mlu-370-x8",
         "taskType": "text-generation",
-        "total": 54,
+        "total": 55,
-        "unresolvedFailureCount": 45
+        "unresolvedFailureCount": 46
       },
       "Cambricon_mlu-370-x8|vllm-mlu|text-generation": {
         "attributableFailureCount": 7,
@@ -1750,25 +1750,25 @@
       },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation": {
         "attributableFailureCount": 4,
-        "decisionFailureRate": 0.8,
+        "decisionFailureRate": 0.6667,
-        "decisionSuccessRate": 0.2,
+        "decisionSuccessRate": 0.3333,
-        "decisionTotal": 5,
+        "decisionTotal": 6,
         "failureBreakdown": {
           "ambiguous_runtime": 3,
           "backend_operator": 3,
           "framework_architecture_unsupported": 1
         },
         "failureCount": 7,
-        "failureRate": 0.875,
+        "failureRate": 0.7778,
         "framework": "vllm_0_17_0_corex_4_4_0",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
-        "successCount": 1,
+        "successCount": 2,
-        "successRate": 0.125,
+        "successRate": 0.2222,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
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+        "total": 9,
         "unresolvedFailureCount": 3
       },
       "Iluvatar_bi-150|vllm|text-generation": {
@@ -2300,7 +2300,7 @@
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+          "ambiguous_runtime": 113,
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@@ -2309,15 +2309,15 @@
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           "验证失败": 673
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+        "failureCount": 963,
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         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 48,
         "successRate": 0.0475,
-        "total": 1010,
+        "total": 1011,
-        "unresolvedFailureCount": 841
+        "unresolvedFailureCount": 842
       },
       "vllm": {
         "attributableFailureCount": 231,
@@ -2387,22 +2387,22 @@
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       "vllm_0_17_0_corex_4_4_0": {
         "attributableFailureCount": 4,
-        "decisionFailureRate": 0.8,
+        "decisionFailureRate": 0.6667,
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+        "decisionSuccessRate": 0.3333,
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+        "decisionTotal": 6,
         "failureBreakdown": {
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           "framework_architecture_unsupported": 1
         },
         "failureCount": 7,
-        "failureRate": 0.875,
+        "failureRate": 0.7778,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
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+        "successCount": 2,
-        "successRate": 0.125,
+        "successRate": 0.2222,
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+        "total": 9,
         "unresolvedFailureCount": 3
       },
       "vllm_fix_tokenizer": {
@@ -2447,7 +2447,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-10T08:10:58.472731+00:00",
+    "generatedAt": "2026-09-10T08:19:33.972825+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2549,22 +2549,22 @@
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         "failureBreakdown": {
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+          "ambiguous_runtime": 33,
           "framework_architecture_unsupported": 15,
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           "tokenizer_compatibility": 1,
           "参数/模板问题": 18,
           "验证失败": 22
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-        "failureCount": 89,
+        "failureCount": 90,
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+        "failureRate": 0.9783,
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-        "successRate": 0.022,
+        "successRate": 0.0217,
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+        "total": 92,
-        "unresolvedFailureCount": 72
+        "unresolvedFailureCount": 73
       },
       "Iluvatar_bi-100": {
         "attributableFailureCount": 0,
@@ -2587,9 +2587,9 @@
       },
       "Iluvatar_bi-150": {
         "attributableFailureCount": 19,
-        "decisionFailureRate": 0.76,
+        "decisionFailureRate": 0.7308,
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+        "decisionTotal": 26,
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@@ -2600,13 +2600,13 @@
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+        "failureRate": 0.8971,
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+        "successCount": 7,
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         "unresolvedFailureCount": 42
       },
       "Iluvatar_mrv-100": {
@@ -3181,6 +3181,27 @@
         "total": 4,
         "unresolvedFailureCount": 0
       },
+      "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|phi3|compressed-tensors": {
+        "attributableFailureCount": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 1.0,
+        "decisionTotal": 1,
+        "failureBreakdown": {},
+        "failureCount": 0,
+        "failureRate": 0.0,
+        "framework": "vllm_0_17_0_corex_4_4_0",
+        "modelType": "phi3",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "compressed-tensors",
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+        "targetGpu": "Iluvatar_bi-150",
+        "taskType": "text-generation",
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+        "unresolvedFailureCount": 0
+      },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|rwkv7|none": {
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         "decisionFailureRate": 1.0,
@@ -4082,15 +4103,15 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 2,
         "failureBreakdown": {
-          "ambiguous_runtime": 14,
+          "ambiguous_runtime": 15,
           "framework_architecture_unsupported": 1,
           "tokenizer_compatibility": 1
         },
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+        "failureCount": 17,
         "failureRate": 1.0,
         "framework": "unknown",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T07:53:10.699377+00:00",
+        "lastTerminalAt": "2026-09-10T08:19:33.742658+00:00",
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         "pendingRate": 0.0,
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@@ -4098,8 +4119,8 @@
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         "taskType": "text-generation",
-        "total": 16,
+        "total": 17,
-        "unresolvedFailureCount": 14
+        "unresolvedFailureCount": 15
       },
       "Cambricon_mlu-370-x8|vllm-mlu|text-generation": {
         "attributableFailureCount": 4,
@@ -5768,6 +5789,28 @@
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         "unresolvedFailureCount": 0
       },
+      "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|phi3|compressed-tensors|33": {
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+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 1.0,
+        "decisionTotal": 1,
+        "failureBreakdown": {},
+        "failureCount": 0,
+        "failureRate": 0.0,
+        "framework": "vllm_0_17_0_corex_4_4_0",
+        "loadSizeLog2Bucket": 33,
+        "modelType": "phi3",
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+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "compressed-tensors",
+        "successCount": 1,
+        "successRate": 1.0,
+        "targetGpu": "Iluvatar_bi-150",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 0
+      },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|rwkv7|none|31": {
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         "decisionFailureRate": 1.0,
@@ -6943,15 +6986,15 @@
         "unresolvedFailureCount": 0
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     },
-    "terminalRecords": 1537,
+    "terminalRecords": 1539,
-    "totalRecords": 1624,
+    "totalRecords": 1626,
     "totals": {
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-      "decisionFailureRate": 0.8891,
+      "decisionFailureRate": 0.8872,
-      "decisionSuccessRate": 0.1109,
+      "decisionSuccessRate": 0.1128,
-      "decisionTotal": 451,
+      "decisionTotal": 452,
       "failureBreakdown": {
-        "ambiguous_runtime": 316,
+        "ambiguous_runtime": 317,
         "backend_operator": 30,
         "framework_architecture_unsupported": 271,
         "memory_capacity": 11,
@@ -6963,21 +7006,21 @@
         "参数/模板问题": 95,
         "验证失败": 673
       },
-      "failureCount": 1487,
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       "pendingCount": 0,
       "pendingRate": 0.0,
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-      "total": 1537,
+      "total": 1539,
-      "unresolvedFailureCount": 1084
+      "unresolvedFailureCount": 1085
     },
     "warnings": [
       "GPU Cambricon_mlu-370-x8 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 Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU Sunrise_pt-200-x1 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 Ascend_910-b4 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。",
@@ -6985,7 +7028,7 @@
       "GPU hygon_k100-ai 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 Mthreads_s4000 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 Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。",
       "组合 Iluvatar_mrv-100|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 Cambricon_mlu-370-x8|vllm|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|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -7006,6 +7049,6 @@
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   "storageMode": "decision_state_only",
-  "summarizedRecords": 1624,
+  "summarizedRecords": 1626,
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.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,4 @@
+{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-10T08:19:33.742658+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W8A8-FP8-Channelwise-compressed-tensors", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T08:17:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481727", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-10T07:53:10.699377+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T07:51:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481723", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-10T07:53:10.699435+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-ACTORDER-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T07:51:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481716", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-10T07:53:10.699425+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4-Group128-A16-Test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T07:47:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481724", "taskType": "text-generation", "verifyResult": -1}
@@ -297,4 +298,3 @@
 {"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5_mtp"], "framework": "", "lastSyncTime": "2026-09-07T16:06:52.110332+00:00", "modelId": "mlx-community/Qwen3.8-27B-MTP-mxfp8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T15:55:22+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4218110", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-07T16:06:52.110340+00:00", "modelId": "fla-hub/rwkv7-1.5B-world", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T15:55:22+00:00", "targetGpu": "Vastai_va16", "taskId": "4079301", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-07T16:06:52.110299+00:00", "modelId": "LLM-Research/Phi-3-medium-128k-instruct", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-07T15:51:46+00:00", "targetGpu": "Vastai_va16", "taskId": "4079303", "taskType": "text-generation", "verifyResult": null}
-{"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["mellum"], "framework": "", "lastSyncTime": "2026-09-07T16:06:52.110321+00:00", "modelId": "JetBrains/Mellum2-12B-A2.5B-Thinking", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T15:51:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4148307", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
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-    ".modelhub_state/official_capabilities.json": "5bf5a1c7a3fbf637a6740862732e029495364df3d493e423429df539e878b64f",
+    ".modelhub_state/official_capabilities.json": "51c73470b6fd1127def1d7b9c3e59a1270955e82c635d5504631f3fcb83ac517",
-    ".modelhub_state/outcome_checkpoint.json": "076977b262052ae17f85c074e278e11328ef11e05265b3fc96cdadae9046e8a8",
+    ".modelhub_state/outcome_checkpoint.json": "77db3eedc806b204c33ebe93e28b50ea900ab8da7801fb7c14d2c52890c9ea7a",
     ".modelhub_state/queue_cleanup_latest.json": "b9038630dc67feced29c6931cb43d6d94c28bb175e6dcf80fac9c625a52887d5",
-    ".modelhub_state/recent_outcomes.jsonl": "aabfa8b6cb55f991ed845ffcbec637ffab473f7f48b29e20b082818f5ee2dc00",
+    ".modelhub_state/recent_outcomes.jsonl": "24ef354d9d5d517fad28d9f087cb220ff5953914f3c52395966bb1a0cd326308",
-    ".modelhub_state/recovery_active_tasks.jsonl": "2e301f22684edb04b91f0bd2a2f0074c83167d90aa9a0b31b5bd460ff444c688",
+    ".modelhub_state/recovery_active_tasks.jsonl": "af261837173a737a5cdb0967941a1e87e64694f7c3a3ee351ac13f334b9ef7d8",
-    ".modelhub_state/recovery_intents.jsonl": "143ff679abdf4440ef63da1a2bc6aeaf7e32af86e2c6d044054f1ad0c68de6c2",
+    ".modelhub_state/recovery_intents.jsonl": "adbccedbc924491fde19b36d12f472bd4eacd50455cb3c7335dba9f3bf90331a",
     ".modelhub_state/routing_intelligence.json": "8a52419d4402861a79d360da797632830eb2c915c1cd189832eea085096de774",
     ".modelhub_state/submission_exclusions.jsonl": "b2de1125bf1f3e0597cd50cc30b563a5bfee39459e843767163eb72101cebc03",
     ".modelhub_state/worker_crashes.jsonl": "d1c3f447ce0377ed5e820c2b5ff730d29f84a96af4fd14332b138f78c0ddde76",
     "ledger/submissions.jsonl": "ae2d6630dc3b5048885517330e9530c50fe5e0c1ea4c5a17488ad884d16de042",
-    "outcomes/submissions.jsonl": "8882a18080eb10f2e0ee7ffd748b79bad4b115aa5cc223a86ad02b3abe39cfc7"
+    "outcomes/submissions.jsonl": "5a82453f005565f7286d902bfb64edba3ca67fe5ac81fae87ae3bd2c7fc5de81"
   },
-  "generation": 5071,
+  "generation": 5072,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-10T08:18:33.049979+00:00",
+  "updatedAt": "2026-09-10T08:21:40.480085+00:00",
   "writerId": "58ff5dc2a2d64b119ad1e4560700f977"
 }

outcomes/submissions.jsonl

@@ -127,7 +127,6 @@
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