From d7a1963c8fd1e4918bbd082ce5a737737185208b Mon Sep 17 00:00:00 2001 From: CoolBoy <2269097679@qq.com> Date: Thu, 10 Sep 2026 15:50:09 +0000 Subject: [PATCH] state: generation 5242 (cycle) --- .../architecture_compatibility_blacklist.json | 2 +- .../architecture_history_backfill.json | 6 +- .modelhub_state/market_intelligence.json | 282 +-- .modelhub_state/official_capabilities.json | 1506 +++++++-------- .modelhub_state/outcome_checkpoint.json | 94 +- .modelhub_state/recent_outcomes.jsonl | 4 +- .modelhub_state/recovery_active_tasks.jsonl | 1620 ++++++++--------- .modelhub_state/recovery_intents.jsonl | 1164 ++++++------ manifest.json | 20 +- 9 files changed, 2349 insertions(+), 2349 deletions(-) diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 88b137c7..e4eb7af0 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1311,7 +1311,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-10T15:48:13.786319+00:00", + "generatedAt": "2026-09-10T15:50:08.273850+00:00", "summary": { "activeBlockCount": 66, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index a23f850a..eb0e3681 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -27,7 +27,7 @@ "11": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 372, + "listingErrors": 373, "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": "2026-09-10T15:48:13.761788+00:00", + "updatedAt": "2026-09-10T15:50:08.250135+00:00", "version": 1 } diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 9e990065..9583ff92 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -1,8 +1,8 @@ { - "communityAttemptedAt": "2026-09-10T15:32:30.904683+00:00", + "communityAttemptedAt": "2026-09-10T15:48:18.068558+00:00", "communityError": null, "communitySample": {}, - "communityUpdatedAt": "2026-09-10T15:32:30.904683+00:00", + "communityUpdatedAt": "2026-09-10T15:48:18.068558+00:00", "frameworkAttemptedAt": "2026-09-10T15:27:32.924657+00:00", "frameworkError": null, "frameworkStats": { @@ -416,121 +416,121 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-10T15:46:34.191476+00:00", + "generatedAt": "2026-09-10T15:48:18.068558+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 1052.5263157894735, + 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"2026-09-10T15:37:46.140578+00:00", + "queueAttemptedAt": "2026-09-10T15:48:18.068558+00:00", "queueError": null, - "queueUpdatedAt": "2026-09-10T15:37:46.140578+00:00", + "queueUpdatedAt": "2026-09-10T15:48:18.068558+00:00", "supportedGpus": [ "Vastai_va16", "Iluvatar_mrv-100", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index e676eceb..ff127657 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-10T15:46:34.191476+00:00", + "catalogUpdatedAt": "2026-09-10T15:48:18.068558+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-10T15:47:59.234779+00:00", + "generatedAt": "2026-09-10T15:50:07.948667+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -154,7 +154,7 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T15:47:31.895221+00:00" + "updatedAt": "2026-09-10T15:49:31.420290+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b3": { "taskTypes": [ @@ -162,7 +162,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T15:47:43.533867+00:00" + "updatedAt": "2026-09-10T15:49:46.114746+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b4": { "taskTypes": [ @@ -170,26 +170,26 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T15:47:43.591182+00:00" + "updatedAt": "2026-09-10T15:49:46.171358+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T15:47:43.667018+00:00" + "updatedAt": "2026-09-10T15:49:46.221824+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Sunrise_pt-200-x1": { 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+5391,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T15:47:38.230153+00:00" + "updatedAt": "2026-09-10T15:49:39.179718+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5399,7 +5399,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T15:47:44.030639+00:00" + "updatedAt": "2026-09-10T15:49:46.666253+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5407,26 +5407,26 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T15:47:44.059512+00:00" + "updatedAt": "2026-09-10T15:49:46.697390+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T15:47:44.088064+00:00" + "updatedAt": "2026-09-10T15:49:46.725348+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Sunrise_pt-200-x1": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T15:47:44.117267+00:00" + "updatedAt": "2026-09-10T15:49:46.755463+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T15:47:44.147415+00:00" + "updatedAt": "2026-09-10T15:49:46.785932+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5434,7 +5434,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T15:47:43.995129+00:00" + "updatedAt": "2026-09-10T15:49:46.635219+00:00" } }, "taskTree": [ @@ -6105,6 +6105,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-10T15:46:34.191476+00:00", + "taskTreeUpdatedAt": "2026-09-10T15:48:18.068558+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 7270791d..2d17da44 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-10T15:27:10.017950+00:00", - "lastSyncTime": "2026-09-10T15:27:09.820580+00:00", + "generatedAt": "2026-09-10T15:48:18.040272+00:00", + "lastSyncTime": "2026-09-10T15:48:17.745945+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1472,13 +1472,13 @@ "decisionSuccessRate": 0.0, "decisionTotal": 37, "failureBreakdown": { - "ambiguous_runtime": 31, + "ambiguous_runtime": 33, "framework_architecture_unsupported": 33, "memory_capacity": 1, "repository_structure": 1, "tokenizer_compatibility": 2 }, - "failureCount": 68, + "failureCount": 70, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -1488,8 +1488,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", - "total": 68, - "unresolvedFailureCount": 31 + "total": 70, + "unresolvedFailureCount": 33 }, "Biren_166m|unknown|text-generation": { "attributableFailureCount": 26, @@ -2321,7 +2321,7 @@ "decisionSuccessRate": 0.0083, "decisionTotal": 241, "failureBreakdown": { - "ambiguous_runtime": 172, + "ambiguous_runtime": 174, "backend_operator": 32, "framework_architecture_unsupported": 169, "memory_capacity": 6, @@ -2332,15 +2332,15 @@ "tokenizer_compatibility": 3, "参数/模板问题": 24 }, - "failureCount": 436, - "failureRate": 0.9954, + "failureCount": 438, + "failureRate": 0.9955, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 2, - "successRate": 0.0046, - "total": 438, - "unresolvedFailureCount": 196 + "successRate": 0.0045, + "total": 440, + "unresolvedFailureCount": 198 }, "vllm-mlu": { "attributableFailureCount": 7, @@ -2443,7 +2443,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-10T15:27:10.014184+00:00", + "generatedAt": "2026-09-10T15:48:18.035267+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2474,7 +2474,7 @@ "decisionSuccessRate": 0.05, "decisionTotal": 40, "failureBreakdown": { - "ambiguous_runtime": 32, + "ambiguous_runtime": 34, "framework_architecture_unsupported": 33, "memory_capacity": 1, "model_load": 1, @@ -2483,15 +2483,15 @@ "参数/模板问题": 11, "验证失败": 175 }, - "failureCount": 256, - "failureRate": 0.9922, + "failureCount": 258, + "failureRate": 0.9923, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, - "successRate": 0.0078, - "total": 258, - "unresolvedFailureCount": 218 + "successRate": 0.0077, + "total": 260, + "unresolvedFailureCount": 220 }, "Biren_166m": { "attributableFailureCount": 27, @@ -4033,21 +4033,21 @@ "unresolvedFailureCount": 19 }, "Ascend_910-b4|vllm|text-generation": { - "attributableFailureCount": 4, - "consecutiveFailures": 4, + "attributableFailureCount": 2, + "consecutiveFailures": 2, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 4, + "decisionTotal": 2, "failureBreakdown": { - "ambiguous_runtime": 16, - "framework_architecture_unsupported": 4 + "ambiguous_runtime": 18, + "framework_architecture_unsupported": 2 }, "failureCount": 20, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-10T11:31:55.305639+00:00", + "lastTerminalAt": "2026-09-10T15:48:17.745912+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -4056,23 +4056,23 @@ "targetGpu": "Ascend_910-b4", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 16 + "unresolvedFailureCount": 18 }, "Biren_166m|unknown|text-generation": { - "attributableFailureCount": 7, + "attributableFailureCount": 6, "consecutiveFailures": 6, "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.875, - "decisionSuccessRate": 0.125, - "decisionTotal": 8, + "decisionFailureRate": 0.8571, + "decisionSuccessRate": 0.1429, + "decisionTotal": 7, "failureBreakdown": { "ambiguous_runtime": 10, "backend_operator": 4, - "framework_architecture_unsupported": 2, + "framework_architecture_unsupported": 1, "model_load": 1 }, - "failureCount": 17, - "failureRate": 0.9444, + "failureCount": 16, + "failureRate": 0.9412, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-09-10T13:55:40.785120+00:00", @@ -4080,10 +4080,10 @@ "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, - "successRate": 0.0556, + "successRate": 0.0588, "targetGpu": "Biren_166m", "taskType": "text-generation", - "total": 18, + "total": 17, "unresolvedFailureCount": 10 }, "Cambricon_mlu-370-x4|unknown|text-generation": { @@ -7121,15 +7121,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1600, - "totalRecords": 1687, + "terminalRecords": 1602, + "totalRecords": 1689, "totals": { "attributableFailureCount": 419, "decisionFailureRate": 0.8896, "decisionSuccessRate": 0.1104, "decisionTotal": 471, "failureBreakdown": { - "ambiguous_runtime": 355, + "ambiguous_runtime": 357, "backend_operator": 39, "framework_architecture_unsupported": 272, "memory_capacity": 11, @@ -7141,31 +7141,30 @@ "参数/模板问题": 98, "验证失败": 673 }, - "failureCount": 1548, + "failureCount": 1550, "failureRate": 0.9675, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 3, "successCount": 52, "successRate": 0.0325, - "total": 1600, - "unresolvedFailureCount": 1126 + "total": 1602, + "unresolvedFailureCount": 1128 }, "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 Cambricon_mlu-370-x4 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-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。", @@ -7180,10 +7179,11 @@ "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": 1687, + "summarizedRecords": 1689, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 3cc61404..5188b622 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,5 @@ +{"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": "2026-09-10T15:48:17.745912+00:00", "modelId": "RedHatAI/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T15:43:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471922", "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": "2026-09-10T15:48:17.745945+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T15:43:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471921", "taskType": "text-generation", "verifyResult": -1} {"failReason": "backend_operator", "failureAction": "prefer_other_proven_framework_or_gpu", "failureCategory": "backend_operator", "failureClassificationReason": "backend_version_dependent", "failureCode": "MISSING_OPERATOR", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "gpu_framework", "framework": "", "lastSyncTime": "2026-09-10T13:55:40.785120+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T13:47:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610380", "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": "2026-09-10T13:30:05.632388+00:00", "modelId": "neuralmagic/SmolLM-360M-Instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T13:23:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4496944", "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": "2026-09-10T13:23:06.708419+00:00", "modelId": "neuralmagic/SmolLM-1.7B-Instruct-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T13:19:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4496965", "taskType": "text-generation", "verifyResult": -1} @@ -296,5 +298,3 @@ {"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_moe"], "framework": "vllm", "lastSyncTime": "2026-09-08T03:52:50.094582+00:00", "modelId": "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T03:33:22+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4478318", "taskType": "text-generation", "verifyResult": -1} {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "unknown", "failureCode": "UNKNOWN", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-08T03:17:11.503480+00:00", "modelId": "ysqlian/YZH_Model", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T03:15:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4482682", "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": "2026-09-08T03:17:11.503517+00:00", "modelId": "ysqlian/YZH_Model", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T03:11:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4487542", "taskType": "text-generation", "verifyResult": -1} -{"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": 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