diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 0c0db7a6..a6f561b3 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -914,7 +914,7 @@ "mthreads_s4000|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-06T21:29:22+00:00", "framework": "vllm", "latestFailureAt": "2026-09-06T21:29:22+00:00", @@ -922,12 +922,10 @@ "matchType": "model_type", "modelType": "qwen3_5", "sourceModelIds": [ - "ornith-ai/Ornith-1.5-9B", - "Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed" + "ornith-ai/Ornith-1.5-9B" ], "sourceTaskIds": [ - "4590818", - "4586610" + "4590818" ], "targetGpu": "Mthreads_s4000", "taskType": "text-generation" @@ -1312,7 +1310,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-10T00:10:46.483596+00:00", + "generatedAt": "2026-09-10T00:13:42.693261+00:00", "summary": { "activeBlockCount": 65, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index fba23357..14208b8a 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -11,7 +11,7 @@ "1": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 345, + "listingErrors": 346, "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": 1, + "nextAccountIndex": 2, "recordsScanned": 0, "seenTaskIds": [], "startedAt": "2026-09-04T03:55:51.365685+00:00", "terminalRecords": 0, "uniqueRecords": 0, - "updatedAt": "2026-09-10T00:10:46.456534+00:00", + "updatedAt": "2026-09-10T00:13:42.669962+00:00", "version": 1 } diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 5da6813e..c788ce55 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -1,8 +1,8 @@ { - "communityAttemptedAt": "2026-09-09T23:55:27.321647+00:00", + "communityAttemptedAt": "2026-09-10T00:11:55.594503+00:00", "communityError": null, "communitySample": {}, - "communityUpdatedAt": "2026-09-09T23:55:27.321647+00:00", + "communityUpdatedAt": "2026-09-10T00:11:55.594503+00:00", "frameworkAttemptedAt": "2026-09-09T18:31:54.876276+00:00", "frameworkError": null, "frameworkStats": { @@ -416,7 +416,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-10T00:09:12.542858+00:00", + "generatedAt": "2026-09-10T00:11:55.594503+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index ec557932..05febe5e 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-10T00:09:12.542858+00:00", + "catalogUpdatedAt": "2026-09-10T00:11:55.594503+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-10T00:10:45.779432+00:00", + "generatedAt": "2026-09-10T00:13:41.969680+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -155,14 +155,14 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T00:10:14.950428+00:00" + "updatedAt": "2026-09-10T00:13:15.013088+00:00" }, "https://modelscope.cn/models/0xSero/deepseek-v4-flash-0731-spark|2026-08-22T14:20:40+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T00:10:14.988090+00:00" + "updatedAt": "2026-09-10T00:13:15.081601+00:00" }, 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[ @@ -3682,14 +3714,14 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T00:10:18.769868+00:00" + "updatedAt": "2026-09-10T00:13:18.523868+00:00" }, "https://modelscope.cn/models/inclusionAI/Ling-3.0-flash-int4|2026-08-20T12:06:33+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T00:10:18.814530+00:00" + "updatedAt": "2026-09-10T00:13:18.555510+00:00" }, "https://modelscope.cn/models/incoai/Qwen3.8-27B-DFlash2|2026-08-20T08:12:23+00:00|Ascend_910-b3": { "taskTypes": [ @@ -3697,7 +3729,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T00:10:19.685768+00:00" + "updatedAt": "2026-09-10T00:13:19.263743+00:00" }, "https://modelscope.cn/models/incoai/Qwen3.8-27B-DFlash2|2026-08-20T08:12:23+00:00|Ascend_910-b4": { "taskTypes": [ @@ -3705,20 +3737,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T00:10:19.787926+00:00" + "updatedAt": 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"2026-09-10T00:11:55.594503+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 65a05e91..8eda54fc 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-10T00:03:40.752831+00:00", - "lastSyncTime": "2026-09-10T00:03:40.507646+00:00", + "generatedAt": "2026-09-10T00:11:47.666425+00:00", + "lastSyncTime": "2026-09-10T00:11:47.209857+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -918,7 +918,7 @@ "mthreads_s4000|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-06T21:29:22+00:00", "framework": "vllm", "latestFailureAt": "2026-09-06T21:29:22+00:00", @@ -926,12 +926,10 @@ "matchType": "model_type", "modelType": "qwen3_5", "sourceModelIds": [ - "ornith-ai/Ornith-1.5-9B", - "Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed" + "ornith-ai/Ornith-1.5-9B" ], "sourceTaskIds": [ - "4590818", - "4586610" + "4590818" ], "targetGpu": "Mthreads_s4000", "taskType": "text-generation" @@ -1823,11 +1821,11 @@ "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { - "ambiguous_runtime": 29, + "ambiguous_runtime": 31, "memory_capacity": 1, "验证失败": 22 }, - "failureCount": 52, + "failureCount": 54, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, @@ -1837,8 +1835,8 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 52, - "unresolvedFailureCount": 51 + "total": 54, + "unresolvedFailureCount": 53 }, "Kunlunxin_p-800|unknown|visual-multi-modal": { "attributableFailureCount": 0, @@ -2142,12 +2140,12 @@ "decisionSuccessRate": 0.0, "decisionTotal": 44, "failureBreakdown": { - "ambiguous_runtime": 42, + "ambiguous_runtime": 44, "framework_architecture_unsupported": 38, "memory_capacity": 1, "model_load": 5 }, - "failureCount": 86, + "failureCount": 88, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -2157,8 +2155,8 @@ "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "text-generation", - "total": 86, - "unresolvedFailureCount": 42 + "total": 88, + "unresolvedFailureCount": 44 }, "hygon_k100-ai|llamacpp|text-generation": { "attributableFailureCount": 0, @@ -2295,7 +2293,7 @@ "decisionSuccessRate": 0.2883, "decisionTotal": 163, "failureBreakdown": { - "ambiguous_runtime": 90, + "ambiguous_runtime": 92, "backend_operator": 2, "framework_architecture_unsupported": 83, "memory_capacity": 5, @@ -2304,15 +2302,15 @@ "参数/模板问题": 56, "验证失败": 673 }, - "failureCount": 935, - "failureRate": 0.9521, + "failureCount": 937, + "failureRate": 0.9522, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 47, - "successRate": 0.0479, - "total": 982, - "unresolvedFailureCount": 819 + "successRate": 0.0478, + "total": 984, + "unresolvedFailureCount": 821 }, "vllm": { "attributableFailureCount": 226, @@ -2320,7 +2318,7 @@ "decisionSuccessRate": 0.0, "decisionTotal": 226, "failureBreakdown": { - "ambiguous_runtime": 120, + "ambiguous_runtime": 122, "backend_operator": 21, "framework_architecture_unsupported": 168, "memory_capacity": 6, @@ -2331,15 +2329,15 @@ "tokenizer_compatibility": 3, "参数/模板问题": 21 }, - "failureCount": 368, + "failureCount": 370, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 0, "successRate": 0.0, - "total": 368, - "unresolvedFailureCount": 141 + "total": 370, + "unresolvedFailureCount": 143 }, "vllm-mlu": { "attributableFailureCount": 7, @@ -2442,7 +2440,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-10T00:03:40.748614+00:00", + "generatedAt": "2026-09-10T00:11:47.662264+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2633,20 +2631,20 @@ "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { - "ambiguous_runtime": 48, + "ambiguous_runtime": 50, "memory_capacity": 1, "参数/模板问题": 1, "验证失败": 23 }, - "failureCount": 73, + "failureCount": 75, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, - "total": 73, - "unresolvedFailureCount": 72 + "total": 75, + "unresolvedFailureCount": 74 }, "MetaX_c-500": { "attributableFailureCount": 37, @@ -2726,22 +2724,22 @@ "decisionSuccessRate": 0.2167, "decisionTotal": 60, "failureBreakdown": { - "ambiguous_runtime": 43, + "ambiguous_runtime": 45, "framework_architecture_unsupported": 40, "memory_capacity": 1, "model_load": 6, "参数/模板问题": 13, "验证失败": 130 }, - "failureCount": 233, - "failureRate": 0.9472, + "failureCount": 235, + "failureRate": 0.9476, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 13, - "successRate": 0.0528, - "total": 246, - "unresolvedFailureCount": 186 + "successRate": 0.0524, + "total": 248, + "unresolvedFailureCount": 188 }, "hygon_k100-ai": { "attributableFailureCount": 38, @@ -4262,13 +4260,13 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 7 + "ambiguous_runtime": 9 }, - "failureCount": 7, + "failureCount": 9, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-08T11:42:26.289433+00:00", + "lastTerminalAt": "2026-09-10T00:11:47.209836+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -4276,8 +4274,8 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 7, - "unresolvedFailureCount": 7 + "total": 9, + "unresolvedFailureCount": 9 }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation": { "attributableFailureCount": 0, @@ -4380,20 +4378,20 @@ "unresolvedFailureCount": 0 }, "Mthreads_s4000|vllm|text-generation": { - "attributableFailureCount": 7, - "consecutiveFailures": 7, + "attributableFailureCount": 5, + "consecutiveFailures": 5, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 7, + "decisionTotal": 5, "failureBreakdown": { - "ambiguous_runtime": 7, - "framework_architecture_unsupported": 3, + "ambiguous_runtime": 6, + "framework_architecture_unsupported": 1, "model_load": 2, "repository_structure": 1, "runtime_memory": 1 }, - "failureCount": 14, + "failureCount": 11, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, @@ -4405,8 +4403,8 @@ "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", - "total": 14, - "unresolvedFailureCount": 7 + "total": 11, + "unresolvedFailureCount": 6 }, "Sunrise_pt-200-x1|unknown|text-generation": { "attributableFailureCount": 0, @@ -4467,10 +4465,9 @@ "decisionTotal": 1, "failureBreakdown": { "framework_architecture_unsupported": 1, - "platform_infrastructure": 1, - "参数/模板问题": 1 + "platform_infrastructure": 1 }, - "failureCount": 3, + "failureCount": 2, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": "2026-09-09T17:17:21+00:00", @@ -4482,8 +4479,8 @@ "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", - "total": 3, - "unresolvedFailureCount": 1 + "total": 2, + "unresolvedFailureCount": 0 }, "Vastai_va16|unknown|text-generation": { "attributableFailureCount": 0, @@ -4536,21 +4533,21 @@ "unresolvedFailureCount": 0 }, "Vastai_va16|vllm|text-generation": { - "attributableFailureCount": 9, - "consecutiveFailures": 9, + "attributableFailureCount": 8, + "consecutiveFailures": 8, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 9, + "decisionTotal": 8, "failureBreakdown": { - "ambiguous_runtime": 11, - "framework_architecture_unsupported": 9 + "ambiguous_runtime": 12, + "framework_architecture_unsupported": 8 }, "failureCount": 20, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-09T20:23:37.101893+00:00", + "lastTerminalAt": "2026-09-10T00:11:47.209812+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -4559,7 +4556,7 @@ "targetGpu": "Vastai_va16", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 11 + "unresolvedFailureCount": 12 }, "hygon_k100-ai|llamacpp|text-generation": { "attributableFailureCount": 0, @@ -6678,15 +6675,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1460, - "totalRecords": 1544, + "terminalRecords": 1464, + "totalRecords": 1548, "totals": { "attributableFailureCount": 389, "decisionFailureRate": 0.8902, "decisionSuccessRate": 0.1098, "decisionTotal": 437, "failureBreakdown": { - "ambiguous_runtime": 254, + "ambiguous_runtime": 258, "backend_operator": 24, "framework_architecture_unsupported": 266, "memory_capacity": 11, @@ -6698,21 +6695,21 @@ "参数/模板问题": 94, "验证失败": 673 }, - "failureCount": 1412, - "failureRate": 0.9671, + "failureCount": 1416, + "failureRate": 0.9672, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 48, - "successRate": 0.0329, - "total": 1460, - "unresolvedFailureCount": 1021 + "successRate": 0.0328, + "total": 1464, + "unresolvedFailureCount": 1025 }, "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 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。", "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。", @@ -6720,7 +6717,7 @@ "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 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。", "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。", @@ -6741,6 +6738,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1544, + "summarizedRecords": 1548, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index c9a516f1..fab9bbeb 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,7 @@ +{"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": "2026-09-10T00:11:47.209836+00:00", "modelId": "neuralmagic/Llama-3.2-3B-Instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T00:11:21+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4596065", "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": "2026-09-10T00:11:47.209848+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T00:11:21+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4596229", "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": "2026-09-10T00:11:47.209812+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T00:09:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477715", "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": "2026-09-10T00:11:47.209857+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T00:07:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477717", "taskType": "text-generation", "verifyResult": -1} {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-09T23:55:17.200912+00:00", "modelId": "neuralmagic/SmolLM-360M-Instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T23:51:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505073", "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": "2026-09-09T23:14:19.142084+00:00", "modelId": "neuralmagic/starcoder2-15b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T23:07:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481651", "taskType": "text-generation", "verifyResult": -1} {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-09T22:57:38.803923+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T22:49:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471911", "taskType": "text-generation", "verifyResult": -1} @@ -294,7 +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"], "framework": "", "lastSyncTime": "2026-09-06T22:33:26.815281+00:00", "modelId": "iic/UEmbed-4B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T22:31:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4148064", "taskType": "text-generation", "verifyResult": -1} {"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-06T22:13:39.118149+00:00", "modelId": "TRNGT/cosmos3-nano-reasoner-fp8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T22:05:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4134473", "taskType": "text-generation", "verifyResult": -1} {"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "vllm", "lastSyncTime": "2026-09-06T21:30:41.811820+00:00", "modelId": "ornith-ai/Ornith-1.5-9B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T21:29:22+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4590818", "taskType": "text-generation", "verifyResult": -1} -{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-06T21:26:11.984925+00:00", "modelId": "RedHatAI/DeepSeek-R1-Distill-Qwen-1.5B-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T21:25:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4591561", "taskType": "text-generation", "verifyResult": -1} -{"failReason": "framework_architecture_unsupported", "failureAction": 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