diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index d032ac6a..dbbbe200 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1317,7 +1317,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-10T08:53:22.614813+00:00", + "generatedAt": "2026-09-10T08:56:25.949788+00:00", "summary": { "activeBlockCount": 66, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index 787e1aed..9d325d09 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": 360, + "listingErrors": 361, "nextPage": 1, "recordsScanned": 0, "uniqueRecords": 0 @@ -102,12 +102,12 @@ "cutoffAt": 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-2336,15 +2336,15 @@ "tokenizer_compatibility": 3, "参数/模板问题": 21 }, - "failureCount": 408, + "failureCount": 410, "failureRate": 0.9976, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 1, "successRate": 0.0024, - "total": 409, - "unresolvedFailureCount": 174 + "total": 411, + "unresolvedFailureCount": 175 }, "vllm-mlu": { "attributableFailureCount": 7, @@ -2447,7 +2447,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-10T08:45:45.900554+00:00", + "generatedAt": "2026-09-10T08:54:23.700725+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2478,7 +2478,7 @@ "decisionSuccessRate": 0.05, "decisionTotal": 40, "failureBreakdown": { - "ambiguous_runtime": 28, + "ambiguous_runtime": 29, "framework_architecture_unsupported": 33, "memory_capacity": 1, "model_load": 1, @@ -2487,15 +2487,15 @@ "参数/模板问题": 11, "验证失败": 175 }, - "failureCount": 252, - "failureRate": 0.9921, + "failureCount": 253, + "failureRate": 0.9922, 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"successRate": 0.0813, - "total": 123, + "successRate": 0.0806, + "total": 124, "unresolvedFailureCount": 72 }, "Mthreads_s4000": { @@ -3525,15 +3525,15 @@ "unresolvedFailureCount": 0 }, "MetaX_c-500|vllm|text-generation|llama|compressed-tensors": { - "attributableFailureCount": 12, - "decisionFailureRate": 0.9231, - "decisionSuccessRate": 0.0769, - "decisionTotal": 13, + "attributableFailureCount": 13, + "decisionFailureRate": 0.9286, + "decisionSuccessRate": 0.0714, + "decisionTotal": 14, "failureBreakdown": { - "backend_operator": 12 + "backend_operator": 13 }, - "failureCount": 12, - "failureRate": 0.9231, + "failureCount": 13, + "failureRate": 0.9286, "framework": "vllm", "modelType": "llama", "pendingCount": 0, @@ -3541,10 +3541,10 @@ "platformFailureCount": 0, "quantizationMethod": "compressed-tensors", "successCount": 1, - "successRate": 0.0769, + "successRate": 0.0714, "targetGpu": "MetaX_c-500", "taskType": "text-generation", - "total": 13, + "total": 14, "unresolvedFailureCount": 0 }, "MetaX_c-500|vllm|text-generation|phi3small|compressed-tensors": { @@ -4015,21 +4015,21 @@ "unresolvedFailureCount": 0 }, "Ascend_910-b4|vllm|text-generation": { - "attributableFailureCount": 7, - "consecutiveFailures": 7, + "attributableFailureCount": 6, + "consecutiveFailures": 6, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 7, + "decisionTotal": 6, "failureBreakdown": { - "ambiguous_runtime": 13, - "framework_architecture_unsupported": 7 + "ambiguous_runtime": 14, + "framework_architecture_unsupported": 6 }, "failureCount": 20, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-10T05:49:48.500487+00:00", + "lastTerminalAt": "2026-09-10T08:54:23.346315+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -4038,23 +4038,23 @@ "targetGpu": "Ascend_910-b4", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 13 + "unresolvedFailureCount": 14 }, "Biren_166m|unknown|text-generation": { - "attributableFailureCount": 7, + "attributableFailureCount": 6, "consecutiveFailures": 4, "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.875, - "decisionSuccessRate": 0.125, - "decisionTotal": 8, + "decisionFailureRate": 0.8571, + "decisionSuccessRate": 0.1429, + "decisionTotal": 7, "failureBreakdown": { "ambiguous_runtime": 8, "backend_operator": 2, - "framework_architecture_unsupported": 4, + "framework_architecture_unsupported": 3, "model_load": 1 }, - "failureCount": 15, - "failureRate": 0.9375, + "failureCount": 14, + "failureRate": 0.9333, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-09-10T06:11:26.144205+00:00", @@ -4062,10 +4062,10 @@ "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, - "successRate": 0.0625, + "successRate": 0.0667, "targetGpu": "Biren_166m", "taskType": "text-generation", - "total": 16, + "total": 15, "unresolvedFailureCount": 8 }, "Cambricon_mlu-370-x4|unknown|text-generation": { @@ -6386,14 +6386,14 @@ "unresolvedFailureCount": 0 }, "MetaX_c-500|vllm|text-generation|llama|compressed-tensors|32": { - "attributableFailureCount": 2, + "attributableFailureCount": 3, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 2, + "decisionTotal": 3, "failureBreakdown": { - "backend_operator": 2 + "backend_operator": 3 }, - "failureCount": 2, + "failureCount": 3, "failureRate": 1.0, "framework": "vllm", "loadSizeLog2Bucket": 32, @@ -6406,7 +6406,7 @@ "successRate": 0.0, "targetGpu": "MetaX_c-500", "taskType": "text-generation", - "total": 2, + "total": 3, "unresolvedFailureCount": 0 }, "MetaX_c-500|vllm|text-generation|llama|compressed-tensors|33": { @@ -6986,16 +6986,16 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1544, - "totalRecords": 1631, + "terminalRecords": 1546, + "totalRecords": 1633, "totals": { - "attributableFailureCount": 403, - "decisionFailureRate": 0.8877, - "decisionSuccessRate": 0.1123, - "decisionTotal": 454, + "attributableFailureCount": 404, + "decisionFailureRate": 0.8879, + "decisionSuccessRate": 0.1121, + "decisionTotal": 455, "failureBreakdown": { - "ambiguous_runtime": 320, - "backend_operator": 32, + "ambiguous_runtime": 321, + "backend_operator": 33, "framework_architecture_unsupported": 271, "memory_capacity": 11, "model_load": 46, @@ -7006,21 +7006,21 @@ "参数/模板问题": 95, "验证失败": 673 }, - "failureCount": 1493, + "failureCount": 1495, "failureRate": 0.967, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 51, "successRate": 0.033, - "total": 1544, - "unresolvedFailureCount": 1088 + "total": 1546, + "unresolvedFailureCount": 1089 }, "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。", @@ -7028,7 +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 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。", @@ -7049,6 +7049,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1631, + "summarizedRecords": 1633, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 8b04be6e..f32a6aa4 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": "2026-09-10T08:54:23.346315+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T08:49:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471916", "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": "2026-09-10T08:45:45.454624+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T08:41:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4493673", "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": "2026-09-10T08:45:45.454539+00:00", "modelId": "neuralmagic/SmolLM-1.7B-Instruct-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T08:39:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4493671", "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", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "gpu_framework", "framework": "vllm", "lastSyncTime": "2026-09-10T08:45:45.454585+00:00", "modelId": "neuralmagic/Llama-3.2-3B-Instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T08:37:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4532019", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"failReason": null, "framework": "", "lastSyncTime": "2026-09-07T18:56:39.802680+00:00", "modelId": "dickeyli/llmrec-onereason-8b-sh2-grpo4-step240", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-07T18:51:22+00:00", "targetGpu": "MetaX_c-500", "taskId": "4462836", "taskType": "text-generation", "verifyResult": 1} {"failReason": null, "framework": "", "lastSyncTime": "2026-09-07T18:43:35.404751+00:00", "modelId": "dickeyli/llmrec-onereason-8b-sh2-grpo4-step240", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-07T18:35:22+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4470642", "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", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": "2026-09-07T16:24:49.011467+00:00", "modelId": "neuralmagic/granite-3.1-2b-instruct-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T16:19:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4080306", "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", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5_moe"], "framework": "", "lastSyncTime": "2026-09-07T16:24:49.011435+00:00", "modelId": "mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T16:17:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610399", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index 5363dc56..f3836174 100644 --- a/.modelhub_state/recovery_active_tasks.jsonl +++ b/.modelhub_state/recovery_active_tasks.jsonl @@ -1,3 +1,458 @@ +{"accountKey": "efca47eed826bada0502", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "framework": "vllm_fix_tokenizer", "gpuType": "Kunlunxin_p-800", "modelId": "primitive-ai/Nex-N2.5-mini-FP8", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4755596", "updateTime": "2026-09-10 15:12:35"} +{"accountKey": "efca47eed826bada0502", "configFingerprint": 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