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"taskTypes": [ @@ -5128,7 +5104,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-19T01:48:48.064905+00:00" + "updatedAt": "2026-10-19T02:21:46.149513+00:00" }, "https://modelscope.cn/models/r0b0tlab/MiniCPM-V-4.7-35B-A3B-DSpark-EXL3-6.00bpw|2026-10-15T14:07:32+00:00|Cambricon_mlu-370-x4": { "taskTypes": [ @@ -5136,7 +5112,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-19T01:48:48.570166+00:00" + "updatedAt": "2026-10-19T02:21:46.352653+00:00" }, "https://modelscope.cn/models/r0b0tlab/MiniCPM-V-4.7-35B-A3B-DSpark-EXL3-6.00bpw|2026-10-15T14:07:32+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -5144,13 +5120,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-19T01:48:48.467229+00:00" + "updatedAt": "2026-10-19T02:21:46.294779+00:00" }, "https://modelscope.cn/models/r0b0tlab/MiniCPM-V-4.7-35B-A3B-DSpark-EXL3-6.00bpw|2026-10-15T14:07:32+00:00|Kunlunxin_p-800": { "taskTypes": [ 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"2026-10-19T01:48:00.272571+00:00", + "taskTreeUpdatedAt": "2026-10-19T02:19:20.547151+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 0923544805..b9e4f914dd 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-10-18T23:11:19.240400+00:00", - "lastSyncTime": "2026-10-18T23:11:19.047759+00:00", + "generatedAt": "2026-10-19T02:18:03.125756+00:00", + "lastSyncTime": "2026-10-19T02:18:02.861795+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -2334,27 +2334,6 @@ "targetGpu": "Vastai_va16", "taskType": "text-generation" }, - "vastai_va16|vllm|text-generation|architectures:plamo3forcausallm": { - "architectureSignature": "architectures:plamo3forcausallm", - "architectures": [ - "plamo3forcausallm" - ], - "evidenceCount": 1, - "expiresAt": "2026-10-19T01:47:21+00:00", - "framework": "vllm", - "latestFailureAt": "2026-09-19T01:47:21+00:00", - "latestSuccessfulAt": null, - "matchType": "architectures", - "modelType": null, - "sourceModelIds": [ - "pfnet/plamo-3-nict-8b-base" - ], - "sourceTaskIds": [ - "4460346" - ], - "targetGpu": "Vastai_va16", - "taskType": "text-generation" - }, "vastai_va16|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], @@ -2380,7 +2359,7 @@ } }, "architectureCompatibilitySummary": { - "activeBlockCount": 118, + "activeBlockCount": 117, "byGpuFramework": { "Ascend_910-b3|vllm": 4, "Ascend_910-b3|vllm_tokenizer_patch": 9, @@ -2404,7 +2383,7 @@ "MetaX_c-500|vllm_tokenizer_patch": 4, "Mthreads_s4000|vllm": 3, "Sunrise_pt-200-x1|vllm_fix_tokenizer": 1, - "Vastai_va16|vllm": 2, + "Vastai_va16|vllm": 1, "Vastai_va16|vllm_fix_tokenizer": 2, "hygon_k100-ai|vllm": 5, "hygon_k100-ai|vllm-patch-tokenizer": 5 @@ -2413,25 +2392,25 @@ }, "combinationStats": { "Ascend_910-b3|llamacpp|text-generation": { - "attributableFailureCount": 1, - "decisionFailureRate": 0.5, - "decisionSuccessRate": 0.5, - "decisionTotal": 2, + "attributableFailureCount": 2, + "decisionFailureRate": 0.6667, + "decisionSuccessRate": 0.3333, + "decisionTotal": 3, "failureBreakdown": { "ambiguous_runtime": 1, - "model_load": 1 + "model_load": 2 }, - "failureCount": 2, - "failureRate": 0.6667, + "failureCount": 3, + "failureRate": 0.75, "framework": "llamacpp", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, - "successRate": 0.3333, + "successRate": 0.25, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 3, + "total": 4, "unresolvedFailureCount": 1 }, "Ascend_910-b3|unknown|feature_emb": { @@ -5034,24 +5013,24 @@ }, "frameworkSummaries": { "llamacpp": { - "attributableFailureCount": 192, - "decisionFailureRate": 0.9846, - "decisionSuccessRate": 0.0154, - "decisionTotal": 195, + "attributableFailureCount": 193, + "decisionFailureRate": 0.9847, + "decisionSuccessRate": 0.0153, + "decisionTotal": 196, "failureBreakdown": { "ambiguous_runtime": 120, "memory_capacity": 20, - "model_load": 172, + "model_load": 173, "参数/模板问题": 2 }, - "failureCount": 314, - "failureRate": 0.9905, + "failureCount": 315, + "failureRate": 0.9906, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 3, - "successRate": 0.0095, - "total": 317, + "successRate": 0.0094, + "total": 318, "unresolvedFailureCount": 122 }, "transformers": { @@ -5285,19 +5264,19 @@ "unresolvedFailureCount": 336 } }, - "generatedAt": "2026-10-18T23:11:19.226118+00:00", + "generatedAt": "2026-10-19T02:18:03.112295+00:00", "gpuSummaries": { "Ascend_910-b3": { - "attributableFailureCount": 131, - "decisionFailureRate": 0.8562, - "decisionSuccessRate": 0.1438, - "decisionTotal": 153, + "attributableFailureCount": 132, + "decisionFailureRate": 0.8571, + "decisionSuccessRate": 0.1429, + "decisionTotal": 154, "failureBreakdown": { "ambiguous_runtime": 164, "context_length": 9, "framework_architecture_unsupported": 115, "memory_capacity": 2, - "model_load": 1, + "model_load": 2, "platform_infrastructure": 1, "repository_structure": 1, "tokenizer_compatibility": 3, @@ -5305,14 +5284,14 @@ "日志缺失": 3, "验证失败": 27 }, - "failureCount": 396, - "failureRate": 0.9474, + "failureCount": 397, + "failureRate": 0.9475, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 22, - "successRate": 0.0526, - "total": 418, + "successRate": 0.0525, + "total": 419, "unresolvedFailureCount": 264 }, "Ascend_910-b4": { @@ -26135,20 +26114,20 @@ }, "recentCombinationStats": { "Ascend_910-b3|llamacpp|text-generation": { - "attributableFailureCount": 1, - "consecutiveFailures": 1, + "attributableFailureCount": 2, + "consecutiveFailures": 2, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 1, + "decisionTotal": 2, "failureBreakdown": { - "model_load": 1 + "model_load": 2 }, - "failureCount": 1, + "failureCount": 2, "failureRate": 1.0, "framework": "llamacpp", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-10-18T17:28:58.572069+00:00", + "lastTerminalAt": "2026-10-19T02:18:02.861795+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -26156,7 +26135,7 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 1, + "total": 2, "unresolvedFailureCount": 0 }, "Ascend_910-b3|unknown|text-generation": { @@ -26185,18 +26164,18 @@ "unresolvedFailureCount": 1 }, "Ascend_910-b3|vllm_tokenizer_patch|text-generation": { - "attributableFailureCount": 2, - "consecutiveFailures": 2, + "attributableFailureCount": 1, + "consecutiveFailures": 1, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 2, + "decisionTotal": 1, "failureBreakdown": { "ambiguous_runtime": 3, - "framework_architecture_unsupported": 2, + "framework_architecture_unsupported": 1, "参数/模板问题": 11 }, - "failureCount": 16, + "failureCount": 15, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "lastPlatformFailureAt": null, @@ -26208,7 +26187,7 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 16, + "total": 15, "unresolvedFailureCount": 14 }, "Ascend_910-b3|vllm|text-generation": { @@ -26856,31 +26835,6 @@ "total": 1, "unresolvedFailureCount": 0 }, - "Ascend_910-b3|vllm_tokenizer_patch|text-generation|sse_swa_moba|none": { - "attributableFailureCount": 1, - "consecutiveFailures": 1, - "decisionFailureRate": 1.0, - "decisionSuccessRate": 0.0, - "decisionTotal": 1, - "failureBreakdown": { - "framework_architecture_unsupported": 1 - }, - "failureCount": 1, - "failureRate": 1.0, - "framework": "vllm_tokenizer_patch", - "lastTerminalAt": "2026-10-08T14:18:33.043414+00:00", - "modelType": "sse_swa_moba", - "pendingCount": 0, - "pendingRate": 0.0, - "platformFailureCount": 0, - "quantizationMethod": "none", - "successCount": 0, - "successRate": 0.0, - "targetGpu": "Ascend_910-b3", - "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 0 - }, "Ascend_910-b3|vllm|text-generation|mini_k3|none": { "attributableFailureCount": 4, "consecutiveFailures": 4, @@ -59477,13 +59431,13 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 17886, - "totalRecords": 18415, + "terminalRecords": 17887, + "totalRecords": 18416, "totals": { - "attributableFailureCount": 6332, + "attributableFailureCount": 6333, "decisionFailureRate": 0.8654, "decisionSuccessRate": 0.1346, - "decisionTotal": 7317, + "decisionTotal": 7318, "failureBreakdown": { "ambiguous_runtime": 4643, "architecture_compatibility": 212, @@ -59492,7 +59446,7 @@ "context_length": 327, "framework_architecture_unsupported": 2340, "memory_capacity": 1206, - "model_load": 572, + "model_load": 573, "platform_infrastructure": 969, "repository_structure": 742, "runtime_memory": 101, @@ -59501,19 +59455,18 @@ "日志缺失": 719, "验证失败": 676 }, - "failureCount": 16901, + "failureCount": 16902, "failureRate": 0.9449, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 969, "successCount": 985, "successRate": 0.0551, - "total": 17886, + "total": 17887, "unresolvedFailureCount": 9600 }, "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 Cambricon_mlu-370-x4 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。", @@ -59522,6 +59475,7 @@ "GPU Iluvatar_bi-100 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 Iluvatar_bi-150 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 Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Kunlunxin_p-800 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。", @@ -59567,10 +59521,11 @@ "组合 Iluvatar_bi-150|vllm_tokenizer_patch|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 Ascend_910-b3|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 MetaX_c-500|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 MetaX_c-500|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 Ascend_910-b3|llamacpp|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": 18415, + "summarizedRecords": 18416, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 5496b82159..3a8411b05a 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,4 @@ +{"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDetectedFramework": "llamacpp", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "llamacpp", "lastSyncTime": "2026-10-19T02:18:02.861795+00:00", "modelId": "ornith-ai/Ornith-1.5-9B-GGUF", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-10-19T02:17:42+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4332393", "taskType": "text-generation", "verifyResult": -1} {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "llamacpp", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "llamacpp", "lastSyncTime": "2026-10-18T23:11:19.047759+00:00", "modelId": "ornith-ai/Ornith-1.5-9B-GGUF", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-10-18T23:07:42+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4376891", "taskType": "text-generation", "verifyResult": -1} {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "llamacpp", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "llamacpp", "lastSyncTime": "2026-10-18T20:30:33.153730+00:00", "modelId": "ornith-ai/Ornith-1.0-9B-GGUF", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-10-18T20:15:43+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4353479", "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": "llamacpp", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "llamacpp", "lastSyncTime": "2026-10-18T17:28:58.572069+00:00", "modelId": "ornith-ai/Ornith-1.0-9B-GGUF", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-10-18T17:13:43+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4332412", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"failReason": "参数/模板问题", "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-10-08T03:19:51.851196+00:00", "modelId": "nkkbr/Mini-K3-1H-attnres-block1-v1_D", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-03T16:15:49.469061+00:00", 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index 7d0f9b681a..b9d50b6e66 100644 --- a/.modelhub_state/recovery_intents.jsonl +++ b/.modelhub_state/recovery_intents.jsonl @@ -3641,6 +3641,18 @@ {"batchId": "d4debad08e8c4b43b9c38b497c2d9149", "completedAt": "2026-10-18T19:22:12.634975+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-18T19:00:28.942994+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bfaa2493467043aebea252e03349a551", "lastModified": "2026-10-17T05:31:37+00:00", "modelAddress": "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-Labs-Dory1.0-4B-BF16", "reason": null, "reconciledAt": "2026-10-19T02:12:08.710750+00:00", "repoId": "nv-community/NVIDIA-Nemotron-Labs-Dory1.0-4B-BF16", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5633182", "taskType": "text-generation"} {"batchId": "d4debad08e8c4b43b9c38b497c2d9149", 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