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], - "updatedAt": "2026-09-10T11:30:32.087940+00:00" + "updatedAt": "2026-09-10T11:33:19.921689+00:00" + }, + "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Vastai_va16": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-09-10T11:33:19.956843+00:00" }, "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5847,7 +5595,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T11:30:31.999669+00:00" + "updatedAt": "2026-09-10T11:33:19.754620+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5855,7 +5603,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T11:30:31.922487+00:00" + "updatedAt": "2026-09-10T11:33:19.711633+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5863,14 +5611,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T11:30:31.958718+00:00" + "updatedAt": "2026-09-10T11:33:19.747650+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T11:30:31.995939+00:00" + "updatedAt": "2026-09-10T11:33:19.788779+00:00" + }, + "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Vastai_va16": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-09-10T11:33:19.833403+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5878,7 +5632,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T11:30:31.889002+00:00" + "updatedAt": "2026-09-10T11:33:19.674288+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5886,7 +5640,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T11:30:37.894881+00:00" + "updatedAt": "2026-09-10T11:33:25.269915+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5894,7 +5648,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T11:30:37.926485+00:00" + "updatedAt": "2026-09-10T11:33:25.303965+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -5902,22 +5656,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T11:30:38.006698+00:00" - }, - "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|MetaX_c-500": { - "taskTypes": [ - "feature_emb", - "text-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-09-10T11:30:38.060765+00:00" + "updatedAt": "2026-09-10T11:33:25.361300+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": "2026-09-10T11:30:37.964556+00:00" + "updatedAt": "2026-09-10T11:33:25.332644+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": "2026-09-10T11:33:25.390201+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5925,7 +5677,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T11:30:37.851575+00:00" + "updatedAt": "2026-09-10T11:33:25.234794+00:00" } }, "taskTree": [ @@ -6596,6 +6348,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-10T11:29:26.246849+00:00", + "taskTreeUpdatedAt": "2026-09-10T11:32:01.411784+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 859cec8e..b252e35a 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-10T11:23:42.435318+00:00", - "lastSyncTime": "2026-09-10T11:23:42.203053+00:00", + "generatedAt": "2026-09-10T11:31:55.552238+00:00", + "lastSyncTime": "2026-09-10T11:31:55.305639+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1474,13 +1474,13 @@ "decisionSuccessRate": 0.0, "decisionTotal": 37, "failureBreakdown": { - "ambiguous_runtime": 30, + "ambiguous_runtime": 31, "framework_architecture_unsupported": 33, "memory_capacity": 1, "repository_structure": 1, "tokenizer_compatibility": 2 }, - "failureCount": 67, + "failureCount": 68, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -1490,8 +1490,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", - "total": 67, - "unresolvedFailureCount": 30 + "total": 68, + "unresolvedFailureCount": 31 }, "Biren_166m|unknown|text-generation": { "attributableFailureCount": 24, @@ -2321,7 +2321,7 @@ "decisionSuccessRate": 0.0042, "decisionTotal": 236, "failureBreakdown": { - "ambiguous_runtime": 162, + "ambiguous_runtime": 163, "backend_operator": 29, "framework_architecture_unsupported": 169, "memory_capacity": 6, @@ -2332,15 +2332,15 @@ "tokenizer_compatibility": 3, "参数/模板问题": 21 }, - "failureCount": 419, + "failureCount": 420, "failureRate": 0.9976, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 1, "successRate": 0.0024, - "total": 420, - "unresolvedFailureCount": 183 + "total": 421, + "unresolvedFailureCount": 184 }, "vllm-mlu": { "attributableFailureCount": 7, @@ -2443,7 +2443,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-10T11:23:42.431392+00:00", + "generatedAt": "2026-09-10T11:31:55.546929+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2474,7 +2474,7 @@ "decisionSuccessRate": 0.05, "decisionTotal": 40, "failureBreakdown": { - "ambiguous_runtime": 31, + "ambiguous_runtime": 32, "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": 255, + "failureCount": 256, "failureRate": 0.9922, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, "successRate": 0.0078, - "total": 257, - "unresolvedFailureCount": 217 + "total": 258, + "unresolvedFailureCount": 218 }, "Biren_166m": { "attributableFailureCount": 25, @@ -4034,21 +4034,21 @@ "unresolvedFailureCount": 0 }, "Ascend_910-b4|vllm|text-generation": { - "attributableFailureCount": 5, - "consecutiveFailures": 5, + "attributableFailureCount": 4, + "consecutiveFailures": 4, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 5, + "decisionTotal": 4, "failureBreakdown": { - "ambiguous_runtime": 15, - "framework_architecture_unsupported": 5 + "ambiguous_runtime": 16, + "framework_architecture_unsupported": 4 }, "failureCount": 20, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-10T10:30:02.547307+00:00", + "lastTerminalAt": "2026-09-10T11:31:55.305639+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -4057,7 +4057,7 @@ "targetGpu": "Ascend_910-b4", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 15 + "unresolvedFailureCount": 16 }, "Biren_166m|unknown|text-generation": { "attributableFailureCount": 6, @@ -4502,29 +4502,6 @@ "total": 1, "unresolvedFailureCount": 0 }, - "Vastai_va16|unknown|text-generation": { - "attributableFailureCount": 0, - "consecutiveFailures": 0, - "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.0, - "decisionSuccessRate": 1.0, - "decisionTotal": 1, - "failureBreakdown": {}, - "failureCount": 0, - "failureRate": 0.0, - "framework": "unknown", - "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-07T22:32:11.428244+00:00", - "pendingCount": 0, - "pendingRate": 0.0, - "platformFailureCount": 0, - "successCount": 1, - "successRate": 1.0, - "targetGpu": "Vastai_va16", - "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 0 - }, "Vastai_va16|vllm_fix_tokenizer|text-generation": { "attributableFailureCount": 1, "consecutiveFailures": 1, @@ -7025,15 +7002,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1564, - "totalRecords": 1651, + "terminalRecords": 1565, + "totalRecords": 1652, "totals": { "attributableFailureCount": 409, "decisionFailureRate": 0.8891, "decisionSuccessRate": 0.1109, "decisionTotal": 460, "failureBreakdown": { - "ambiguous_runtime": 333, + "ambiguous_runtime": 334, "backend_operator": 34, "framework_architecture_unsupported": 271, "memory_capacity": 11, @@ -7045,21 +7022,21 @@ "参数/模板问题": 95, "验证失败": 673 }, - "failureCount": 1513, + "failureCount": 1514, "failureRate": 0.9674, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 3, "successCount": 51, "successRate": 0.0326, - "total": 1564, - "unresolvedFailureCount": 1101 + "total": 1565, + "unresolvedFailureCount": 1102 }, "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 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。", "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。", @@ -7067,7 +7044,7 @@ "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 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。", "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。", @@ -7088,6 +7065,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1651, + "summarizedRecords": 1652, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index e532b058..9cf792d5 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": "2026-09-10T11:31:55.305639+00:00", "modelId": "RedHatAI/starcoder2-15b-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:25:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471913", "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": "2026-09-10T11:14:50.402520+00:00", "modelId": "RedHatAI/starcoder2-3b-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:09:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4134179", "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": "2026-09-10T11:06:41.315652+00:00", "modelId": "RedHatAI/gemma-2-9b-it-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:05:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4134097", "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": "2026-09-10T11:06:41.315686+00:00", "modelId": "nm-testing/Meta-llama3-8b-Instruct-SmoothQuant-Fp8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:01:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4457998", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"failReason": "memory_capacity", "failureAction": "reject_if_estimated_load_exceeds_memory", "failureCategory": "memory_capacity", "failureClassificationReason": "structured_oom", "failureCode": "PREFLIGHT_OOM", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureObservedGpuMemoryGiB": 32.0, "failureScope": "model_gpu", "framework": "", "lastSyncTime": "2026-09-07T23:07:55.698411+00:00", "modelId": "inclusionAI/Ling-3.0-tiny", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:07:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4271662", "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": "transformers", "failureDeterministic": false, 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