state: generation 5390 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1307,7 +1307,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-10T22:38:21.159273+00:00",
+  "generatedAt": "2026-09-10T22:41:05.242957+00:00",
   "summary": {
     "activeBlockCount": 66,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -27,7 +27,7 @@
     "11": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 383,
+      "listingErrors": 384,
       "nextPage": 1,
       "recordsScanned": 0,
       "uniqueRecords": 0
@@ -102,12 +102,12 @@
   "cutoffAt": "2026-09-04T03:55:51.365685+00:00",
   "failureLogsInspected": 0,
   "mode": "incremental_decision_only",
-  "nextAccountIndex": 11,
+  "nextAccountIndex": 0,
   "recordsScanned": 0,
   "seenTaskIds": [],
   "startedAt": "2026-09-04T03:55:51.365685+00:00",
   "terminalRecords": 0,
   "uniqueRecords": 0,
-  "updatedAt": "2026-09-10T22:38:21.135641+00:00",
+  "updatedAt": "2026-09-10T22:41:05.217239+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-10T22:23:26.029527+00:00",
+  "communityAttemptedAt": "2026-09-10T22:39:29.283603+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-10T22:23:26.029527+00:00",
+  "communityUpdatedAt": "2026-09-10T22:39:29.283603+00:00",
   "frameworkAttemptedAt": "2026-09-10T21:27:33.050021+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-10T22:36:54.422203+00:00",
+  "generatedAt": "2026-09-10T22:39:29.283603+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-10T22:32:18.653428+00:00",
+  "generatedAt": "2026-09-10T22:39:22.030091+00:00",
-  "lastSyncTime": "2026-09-10T22:32:18.404549+00:00",
+  "lastSyncTime": "2026-09-10T22:39:21.821546+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1997,7 +1997,7 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 32,
         "failureBreakdown": {
-          "ambiguous_runtime": 39,
+          "ambiguous_runtime": 40,
           "backend_operator": 4,
           "framework_architecture_unsupported": 22,
           "memory_capacity": 1,
@@ -2006,7 +2006,7 @@
           "runtime_memory": 2,
           "参数/模板问题": 3
         },
-        "failureCount": 74,
+        "failureCount": 75,
         "failureRate": 1.0,
         "framework": "vllm",
         "pendingCount": 0,
@@ -2016,8 +2016,8 @@
         "successRate": 0.0,
         "targetGpu": "Mthreads_s4000",
         "taskType": "text-generation",
-        "total": 74,
+        "total": 75,
-        "unresolvedFailureCount": 42
+        "unresolvedFailureCount": 43
       },
       "Sunrise_pt-200-x1|unknown|text-generation": {
         "attributableFailureCount": 0,
@@ -2319,7 +2319,7 @@
         "decisionSuccessRate": 0.0123,
         "decisionTotal": 243,
         "failureBreakdown": {
-          "ambiguous_runtime": 191,
+          "ambiguous_runtime": 192,
           "backend_operator": 33,
           "framework_architecture_unsupported": 169,
           "memory_capacity": 6,
@@ -2330,15 +2330,15 @@
           "tokenizer_compatibility": 3,
           "参数/模板问题": 24
         },
-        "failureCount": 456,
+        "failureCount": 457,
         "failureRate": 0.9935,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 3,
         "successRate": 0.0065,
-        "total": 459,
+        "total": 460,
-        "unresolvedFailureCount": 215
+        "unresolvedFailureCount": 216
       },
       "vllm-mlu": {
         "attributableFailureCount": 7,
@@ -2441,7 +2441,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-10T22:32:18.648665+00:00",
+    "generatedAt": "2026-09-10T22:39:22.025914+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2678,7 +2678,7 @@
         "decisionSuccessRate": 0.0571,
         "decisionTotal": 35,
         "failureBreakdown": {
-          "ambiguous_runtime": 39,
+          "ambiguous_runtime": 40,
           "backend_operator": 4,
           "framework_architecture_unsupported": 22,
           "memory_capacity": 1,
@@ -2688,15 +2688,15 @@
           "参数/模板问题": 10,
           "验证失败": 26
         },
-        "failureCount": 108,
+        "failureCount": 109,
-        "failureRate": 0.9818,
+        "failureRate": 0.982,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.0182,
+        "successRate": 0.018,
-        "total": 110,
+        "total": 111,
-        "unresolvedFailureCount": 75
+        "unresolvedFailureCount": 76
       },
       "Sunrise_pt-200-x1": {
         "attributableFailureCount": 36,
@@ -4192,9 +4192,9 @@
         "decisionTotal": 2,
         "failureBreakdown": {
           "framework_architecture_unsupported": 2,
-          "参数/模板问题": 9
+          "参数/模板问题": 8
         },
-        "failureCount": 11,
+        "failureCount": 10,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
@@ -4206,8 +4206,8 @@
         "successRate": 0.0,
         "targetGpu": "Cambricon_mlu-370-x8",
         "taskType": "text-generation",
-        "total": 11,
+        "total": 10,
-        "unresolvedFailureCount": 9
+        "unresolvedFailureCount": 8
       },
       "Iluvatar_bi-100|transformers|text-generation": {
         "attributableFailureCount": 0,
@@ -4406,7 +4406,7 @@
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T22:32:18.404515+00:00",
+        "lastTerminalAt": "2026-09-10T22:39:21.821546+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -6988,15 +6988,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1637,
+    "terminalRecords": 1638,
-    "totalRecords": 1724,
+    "totalRecords": 1725,
     "totals": {
       "attributableFailureCount": 426,
       "decisionFailureRate": 0.8894,
       "decisionSuccessRate": 0.1106,
       "decisionTotal": 479,
       "failureBreakdown": {
-        "ambiguous_runtime": 383,
+        "ambiguous_runtime": 384,
         "backend_operator": 40,
         "framework_architecture_unsupported": 273,
         "memory_capacity": 11,
@@ -7008,30 +7008,31 @@
         "参数/模板问题": 98,
         "验证失败": 673
       },
-      "failureCount": 1584,
+      "failureCount": 1585,
       "failureRate": 0.9676,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 4,
       "successCount": 53,
       "successRate": 0.0324,
-      "total": 1637,
+      "total": 1638,
-      "unresolvedFailureCount": 1154
+      "unresolvedFailureCount": 1155
     },
     "warnings": [
       "GPU Ascend_910-b3 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 Iluvatar_mrv-100 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 Mthreads_s4000 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 MetaX_c-500 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 Biren_166m 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 hygon_k100-ai 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 Cambricon_mlu-370-x4 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 Biren_166m 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。",
       "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-x4|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 Mthreads_s4000|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 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 Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -7046,11 +7047,10 @@
       "组合 hygon_k100-ai|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 Iluvatar_bi-150|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 Vastai_va16|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 Cambricon_mlu-370-x4|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 hygon_k100-ai|vllm-patch-tokenizer|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。"
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 1724,
+  "summarizedRecords": 1725,
   "version": 1
 }

.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", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T22:39:21.821546+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T22:33:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4532025", "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": "2026-09-10T22:32:18.404515+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-ACTORDER-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T22:25:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4583642", "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": "2026-09-10T21:23:30.606595+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T21:17:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4532126", "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": "2026-09-10T21:23:30.606628+00:00", "modelId": "RedHatAI/starcoder2-3b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T21:17:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4532125", "taskType": "text-generation", "verifyResult": -1}
@@ -297,4 +298,3 @@
 {"failReason": "参数/模板问题", "framework": "vllm", "lastSyncTime": "2026-09-08T23:42:27.831391+00:00", "modelId": "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-08T06:46:11.797429+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4712830", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "vllm", "lastSyncTime": "2026-09-08T23:42:27.831425+00:00", "modelId": "cyankiwi/Ornith-1.5-9B-AWQ-FP8", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-08T06:46:11.795480+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4712823", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "vllm", "lastSyncTime": "2026-09-08T23:42:27.831439+00:00", "modelId": "ornith-ai/Ornith-1.5-9B-NVFP4", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-08T06:46:11.791128+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4712828", "taskType": "text-generation", "verifyResult": null}
-{"failReason": "参数/模板问题", "framework": "vllm", "lastSyncTime": "2026-09-08T23:42:27.831489+00:00", "modelId": "empero-ai/Qwen3.8-9B-Distill", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-08T06:46:11.788912+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4712827", "taskType": "text-generation", "verifyResult": null}

manifest.json

@@ -1,24 +1,24 @@
 {
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-    ".modelhub_state/architecture_compatibility_blacklist.json": "922be21281775fad24112e330a8bd7d31acbb7958c93d5a0fa09485735ebe58d",
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-    ".modelhub_state/market_intelligence.json": "a6ee2d7b044a3f61ea2dc6183d0fa3cb82de7358178eee8cebb9845dba5ed8c9",
+    ".modelhub_state/market_intelligence.json": "005df1c9c4daf3de4bf035d8753fd900e4f5d19ba1b4f0e834a9aca2f00e93f9",
-    ".modelhub_state/official_capabilities.json": "7f40c3abc4d53b9c5e68f301f9819cf98ab080f7a70b4357cad71c130ed2dfdf",
+    ".modelhub_state/official_capabilities.json": "509f436a2ac8ec98e5cd88b3d8cff9c3ea9e65427dc45aa86ae10ba53deeb183",
-    ".modelhub_state/outcome_checkpoint.json": "7291992051a6b31e6f314bc83b7e7c4925d7e394c8427a213cda202129f2a534",
+    ".modelhub_state/outcome_checkpoint.json": "f9e205f02e05a8a14a8d27fd8f0fe2628758dd4425980a543c65ca57136d41cf",
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+    ".modelhub_state/recent_outcomes.jsonl": "fdb4c0dc058871c9d9f13be6a30a06347677fdc2e4bcc1902d9f9d0fbc63279c",
-    ".modelhub_state/recovery_active_tasks.jsonl": "689018182118dee9bcdf5a70a3f26f04ec8abb5f88e7493fb512b05f818bf518",
+    ".modelhub_state/recovery_active_tasks.jsonl": "373b7a847e075ab409be28cab1c0c5d602e575d5fb227a336fe56bf1771efab6",
-    ".modelhub_state/recovery_intents.jsonl": "5440d1407c15a785d29cd1b6da820362e5668a0bf7299f93232e2c3a551719ca",
+    ".modelhub_state/recovery_intents.jsonl": "32b1c9799d6126fb4832a390bdcf85967f0dee4d8b9b62a0817c1701084227cd",
     ".modelhub_state/routing_intelligence.json": "e3d23a5e6afd96c3481aa525fd641500a5693cc776defa488e9749eeeca78057",
     ".modelhub_state/submission_exclusions.jsonl": "b2de1125bf1f3e0597cd50cc30b563a5bfee39459e843767163eb72101cebc03",
     ".modelhub_state/worker_crashes.jsonl": "7fa483580e87374493226e80bcf40bf8044847acba70045c96fa175966a1a8ba",
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     "outcomes/submissions.jsonl": "09d80f611694cdc2f5e1e4a4a0ddb207de6ea8e6638cfd2da5eb051e8397a6e1"
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-  "generation": 5389,
+  "generation": 5390,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-10T22:38:21.239288+00:00",
+  "updatedAt": "2026-09-10T22:41:05.784864+00:00",
   "writerId": "18252d8a8ef94333abd55823b2d81c42"
 }