diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 7d6ba848..3ac71679 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1312,7 +1312,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-09T22:56:38.022432+00:00", + "generatedAt": "2026-09-09T22:59:25.624874+00:00", "summary": { "activeBlockCount": 65, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index d6a16119..66640499 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -19,7 +19,7 @@ "10": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 342, + "listingErrors": 343, "nextPage": 1, "recordsScanned": 0, "uniqueRecords": 0 @@ -102,12 +102,12 @@ "cutoffAt": 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"2026-09-09T22:57:45.114310+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index e4e9bd25..60e41fd5 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-09T22:49:15.615221+00:00", - "lastSyncTime": "2026-09-09T22:49:15.213972+00:00", + "generatedAt": "2026-09-09T22:57:39.050446+00:00", + "lastSyncTime": "2026-09-09T22:57:38.803923+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1473,13 +1473,13 @@ "decisionSuccessRate": 0.0, "decisionTotal": 37, "failureBreakdown": { - "ambiguous_runtime": 20, + "ambiguous_runtime": 21, "framework_architecture_unsupported": 33, "memory_capacity": 1, "repository_structure": 1, "tokenizer_compatibility": 2 }, - "failureCount": 57, + "failureCount": 58, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -1489,8 +1489,8 @@ "successRate": 0.0, 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"2026-09-09T22:57:39.045225+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2473,7 +2473,7 @@ "decisionSuccessRate": 0.05, "decisionTotal": 40, "failureBreakdown": { - "ambiguous_runtime": 21, + "ambiguous_runtime": 22, "framework_architecture_unsupported": 33, "memory_capacity": 1, "model_load": 1, @@ -2482,15 +2482,15 @@ "参数/模板问题": 11, "验证失败": 175 }, - "failureCount": 245, + "failureCount": 246, "failureRate": 0.9919, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, "successRate": 0.0081, - "total": 247, - "unresolvedFailureCount": 207 + "total": 248, + "unresolvedFailureCount": 208 }, "Biren_166m": { "attributableFailureCount": 25, @@ -3966,21 +3966,21 @@ "unresolvedFailureCount": 0 }, "Ascend_910-b4|vllm|text-generation": { - "attributableFailureCount": 12, - "consecutiveFailures": 12, + "attributableFailureCount": 11, + "consecutiveFailures": 11, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 12, + "decisionTotal": 11, "failureBreakdown": { - "ambiguous_runtime": 8, - "framework_architecture_unsupported": 12 + "ambiguous_runtime": 9, + "framework_architecture_unsupported": 11 }, "failureCount": 20, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-09T22:49:15.213951+00:00", + "lastTerminalAt": "2026-09-09T22:57:38.803923+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -3989,7 +3989,7 @@ "targetGpu": "Ascend_910-b4", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 8 + "unresolvedFailureCount": 9 }, "Biren_166m|unknown|text-generation": { "attributableFailureCount": 8, @@ -4432,18 +4432,18 @@ "unresolvedFailureCount": 0 }, "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation": { - "attributableFailureCount": 11, - "consecutiveFailures": 11, + "attributableFailureCount": 10, + "consecutiveFailures": 10, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 11, + "decisionTotal": 10, "failureBreakdown": { "framework_architecture_unsupported": 1, "platform_infrastructure": 1, - "tokenizer_compatibility": 10 + "tokenizer_compatibility": 9 }, - "failureCount": 12, + "failureCount": 11, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "lastPlatformFailureAt": "2026-09-08T18:27:21+00:00", @@ -4455,7 +4455,7 @@ "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", - "total": 12, + "total": 11, "unresolvedFailureCount": 0 }, "Sunrise_pt-200-x1|vllm|text-generation": { @@ -6678,15 +6678,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1456, - "totalRecords": 1540, + "terminalRecords": 1457, + "totalRecords": 1541, "totals": { "attributableFailureCount": 388, "decisionFailureRate": 0.8899, "decisionSuccessRate": 0.1101, "decisionTotal": 436, "failureBreakdown": { - "ambiguous_runtime": 251, + "ambiguous_runtime": 252, "backend_operator": 23, "framework_architecture_unsupported": 266, "memory_capacity": 11, @@ -6698,21 +6698,21 @@ "参数/模板问题": 94, "验证失败": 673 }, - "failureCount": 1408, - "failureRate": 0.967, + "failureCount": 1409, + "failureRate": 0.9671, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 48, - "successRate": 0.033, - "total": 1456, - "unresolvedFailureCount": 1018 + "successRate": 0.0329, + "total": 1457, + "unresolvedFailureCount": 1019 }, "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 +6720,7 @@ "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 +6741,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1540, + "summarizedRecords": 1541, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index d2b3986e..ad3dcacb 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.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": "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} {"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": "2026-09-09T22:49:15.213951+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T22:47:23+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471912", "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": "2026-09-09T22:49:15.213972+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T22:47:23+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471906", "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": "2026-09-09T22:06:26.296264+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T22:01:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4493490", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"failReason": "参数/模板问题", "framework": "vllm", "lastSyncTime": "2026-09-08T04:58:15.193678+00:00", "modelId": "mlx-community/Qwen3.8-27B-MTP-bf16", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-06T20:59:59.616196+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4678098", "taskType": "text-generation", "verifyResult": null} {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-06T20:32:42.310571+00:00", "modelId": "RedHatAI/Llama-3.2-1B-Instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T20:29:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4609073", "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_mtp"], "framework": "vllm", "lastSyncTime": "2026-09-06T17:05:15.231365+00:00", "modelId": "mlx-community/Qwen3.8-27B-MTP-mxfp8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T17:03:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4609075", "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": "2026-09-06T16:39:46.911859+00:00", "modelId": "RedHatAI/DeepSeek-R1-Distill-Qwen-1.5B-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T16:37:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4107037", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index 6f8794ab..b202d66f 100644 --- a/.modelhub_state/recovery_active_tasks.jsonl +++ b/.modelhub_state/recovery_active_tasks.jsonl @@ -1,189 +1,277 @@ -{"accountKey": "efca47eed826bada0502", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", 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