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"https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -186,7 +186,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T08:26:41.729259+00:00" + "updatedAt": "2026-09-10T08:29:53.625973+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -195,14 +195,14 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T08:26:41.653938+00:00" + "updatedAt": "2026-09-10T08:29:53.524058+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": "2026-09-10T08:26:41.610930+00:00" + "updatedAt": "2026-09-10T08:29:53.456249+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|hygon_k100-ai": { "taskTypes": [ @@ -210,7 +210,7 @@ "text-to-image-generation", 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"https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -6004,14 +6004,14 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T08:26:42.123631+00:00" + "updatedAt": "2026-09-10T08:29:54.036780+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": "2026-09-10T08:26:42.088981+00:00" + "updatedAt": "2026-09-10T08:29:54.003041+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -6019,7 +6019,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T08:26:42.013940+00:00" + "updatedAt": "2026-09-10T08:29:53.925929+00:00" } }, "taskTree": [ @@ -6690,6 +6690,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-10T08:25:29.894819+00:00", + "taskTreeUpdatedAt": "2026-09-10T08:28:07.952113+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 6f4e9649..a1270a9e 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-10T08:19:33.977040+00:00", - "lastSyncTime": "2026-09-10T08:19:33.742658+00:00", + "generatedAt": "2026-09-10T08:28:01.488214+00:00", + "lastSyncTime": "2026-09-10T08:28:01.218249+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1911,29 +1911,29 @@ "unresolvedFailureCount": 56 }, "MetaX_c-500|vllm|text-generation": { - "attributableFailureCount": 40, - "decisionFailureRate": 0.9756, - "decisionSuccessRate": 0.0244, - "decisionTotal": 41, + "attributableFailureCount": 41, + "decisionFailureRate": 0.9762, + "decisionSuccessRate": 0.0238, + "decisionTotal": 42, "failureBreakdown": { "ambiguous_runtime": 7, - "backend_operator": 21, + "backend_operator": 22, "framework_architecture_unsupported": 14, "memory_capacity": 1, "model_load": 4, "参数/模板问题": 9 }, - "failureCount": 56, - "failureRate": 0.9825, + "failureCount": 57, + "failureRate": 0.9828, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, - "successRate": 0.0175, + "successRate": 0.0172, "targetGpu": "MetaX_c-500", "taskType": "text-generation", - "total": 57, + "total": 58, "unresolvedFailureCount": 16 }, "Mthreads_s4000|llamacpp|text-generation": { @@ -2006,7 +2006,7 @@ "decisionSuccessRate": 0.0, "decisionTotal": 30, "failureBreakdown": { - "ambiguous_runtime": 23, + "ambiguous_runtime": 24, "backend_operator": 2, "framework_architecture_unsupported": 22, "memory_capacity": 1, @@ -2014,7 +2014,7 @@ "repository_structure": 1, "runtime_memory": 2 }, - "failureCount": 53, + "failureCount": 54, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -2024,8 +2024,8 @@ "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", - "total": 53, - "unresolvedFailureCount": 23 + "total": 54, + "unresolvedFailureCount": 24 }, "Sunrise_pt-200-x1|unknown|text-generation": { "attributableFailureCount": 0, @@ -2320,13 +2320,13 @@ "unresolvedFailureCount": 842 }, "vllm": { - "attributableFailureCount": 231, + "attributableFailureCount": 232, "decisionFailureRate": 0.9957, "decisionSuccessRate": 0.0043, - "decisionTotal": 232, + "decisionTotal": 233, "failureBreakdown": { - "ambiguous_runtime": 150, - "backend_operator": 25, + "ambiguous_runtime": 151, + "backend_operator": 26, "framework_architecture_unsupported": 169, "memory_capacity": 6, "model_load": 18, @@ -2336,15 +2336,15 @@ "tokenizer_compatibility": 3, "参数/模板问题": 21 }, - "failureCount": 403, + "failureCount": 405, "failureRate": 0.9975, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 1, "successRate": 0.0025, - "total": 404, - "unresolvedFailureCount": 171 + "total": 406, + "unresolvedFailureCount": 172 }, "vllm-mlu": { "attributableFailureCount": 7, @@ -2447,7 +2447,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-10T08:19:33.972825+00:00", + "generatedAt": "2026-09-10T08:28:01.484104+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2654,27 +2654,27 @@ "unresolvedFailureCount": 83 }, "MetaX_c-500": { - "attributableFailureCount": 40, - "decisionFailureRate": 0.8, - "decisionSuccessRate": 0.2, - "decisionTotal": 50, + "attributableFailureCount": 41, + "decisionFailureRate": 0.8039, + "decisionSuccessRate": 0.1961, + "decisionTotal": 51, "failureBreakdown": { "ambiguous_runtime": 7, - "backend_operator": 21, + "backend_operator": 22, "framework_architecture_unsupported": 14, "memory_capacity": 1, "model_load": 4, "参数/模板问题": 17, "验证失败": 48 }, - "failureCount": 112, - "failureRate": 0.918, + "failureCount": 113, + "failureRate": 0.9187, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 10, - "successRate": 0.082, - "total": 122, + "successRate": 0.0813, + "total": 123, "unresolvedFailureCount": 72 }, "Mthreads_s4000": { @@ -2683,7 +2683,7 @@ "decisionSuccessRate": 0.0606, "decisionTotal": 33, "failureBreakdown": { - "ambiguous_runtime": 23, + "ambiguous_runtime": 24, "backend_operator": 2, "framework_architecture_unsupported": 22, "memory_capacity": 1, @@ -2693,15 +2693,15 @@ "参数/模板问题": 7, "验证失败": 26 }, - "failureCount": 87, - "failureRate": 0.9775, + "failureCount": 88, + "failureRate": 0.9778, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, - "successRate": 0.0225, - "total": 89, - "unresolvedFailureCount": 56 + "successRate": 0.0222, + "total": 90, + "unresolvedFailureCount": 57 }, "Sunrise_pt-200-x1": { "attributableFailureCount": 30, @@ -3525,15 +3525,15 @@ "unresolvedFailureCount": 0 }, "MetaX_c-500|vllm|text-generation|llama|compressed-tensors": { - "attributableFailureCount": 11, - "decisionFailureRate": 0.9167, - "decisionSuccessRate": 0.0833, - "decisionTotal": 12, + "attributableFailureCount": 12, + "decisionFailureRate": 0.9231, + "decisionSuccessRate": 0.0769, + "decisionTotal": 13, "failureBreakdown": { - "backend_operator": 11 + "backend_operator": 12 }, - "failureCount": 11, - "failureRate": 0.9167, + "failureCount": 12, + "failureRate": 0.9231, "framework": "vllm", "modelType": "llama", "pendingCount": 0, @@ -3541,10 +3541,10 @@ "platformFailureCount": 0, "quantizationMethod": "compressed-tensors", "successCount": 1, - "successRate": 0.0833, + "successRate": 0.0769, "targetGpu": "MetaX_c-500", "taskType": "text-generation", - "total": 12, + "total": 13, "unresolvedFailureCount": 0 }, "MetaX_c-500|vllm|text-generation|phi3small|compressed-tensors": { @@ -4436,17 +4436,17 @@ "decisionSuccessRate": 0.0, "decisionTotal": 4, "failureBreakdown": { - "ambiguous_runtime": 4, + "ambiguous_runtime": 5, "backend_operator": 1, "framework_architecture_unsupported": 1, "model_load": 1, "runtime_memory": 1 }, - "failureCount": 8, + "failureCount": 9, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-10T04:09:13.117076+00:00", + "lastTerminalAt": "2026-09-10T08:28:01.218218+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -4454,8 +4454,8 @@ "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", - "total": 8, - "unresolvedFailureCount": 4 + "total": 9, + "unresolvedFailureCount": 5 }, "Sunrise_pt-200-x1|unknown|text-generation": { "attributableFailureCount": 0, @@ -4541,10 +4541,10 @@ "decisionSuccessRate": 1.0, "decisionTotal": 1, "failureBreakdown": { - "参数/模板问题": 2 + "参数/模板问题": 1 }, - "failureCount": 2, - "failureRate": 0.6667, + "failureCount": 1, + "failureRate": 0.5, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-09-07T22:32:11.428244+00:00", @@ -4552,11 +4552,11 @@ "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, - "successRate": 0.3333, + "successRate": 0.5, "targetGpu": "Vastai_va16", "taskType": "text-generation", - "total": 3, - "unresolvedFailureCount": 2 + "total": 2, + "unresolvedFailureCount": 1 }, "Vastai_va16|vllm_fix_tokenizer|text-generation": { "attributableFailureCount": 1, @@ -6410,14 +6410,14 @@ "unresolvedFailureCount": 0 }, "MetaX_c-500|vllm|text-generation|llama|compressed-tensors|33": { - "attributableFailureCount": 5, + "attributableFailureCount": 6, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 5, + "decisionTotal": 6, "failureBreakdown": { - "backend_operator": 5 + "backend_operator": 6 }, - "failureCount": 5, + "failureCount": 6, "failureRate": 1.0, "framework": "vllm", "loadSizeLog2Bucket": 33, @@ -6430,7 +6430,7 @@ "successRate": 0.0, "targetGpu": "MetaX_c-500", "taskType": "text-generation", - "total": 5, + "total": 6, "unresolvedFailureCount": 0 }, "MetaX_c-500|vllm|text-generation|phi3small|compressed-tensors|33": { @@ -6986,16 +6986,16 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1539, - "totalRecords": 1626, + "terminalRecords": 1541, + "totalRecords": 1628, "totals": { - "attributableFailureCount": 401, - "decisionFailureRate": 0.8872, - "decisionSuccessRate": 0.1128, - "decisionTotal": 452, + "attributableFailureCount": 402, + "decisionFailureRate": 0.8874, + "decisionSuccessRate": 0.1126, + "decisionTotal": 453, "failureBreakdown": { - "ambiguous_runtime": 317, - "backend_operator": 30, + "ambiguous_runtime": 318, + "backend_operator": 31, "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": 1488, + "failureCount": 1490, "failureRate": 0.9669, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 51, "successRate": 0.0331, - "total": 1539, - "unresolvedFailureCount": 1085 + "total": 1541, + "unresolvedFailureCount": 1086 }, "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": 1626, + "summarizedRecords": 1628, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index ef976729..6b42c88c 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": "2026-09-10T08:28:01.218218+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T08:27:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4493670", "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": "2026-09-10T08:19:33.742658+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W8A8-FP8-Channelwise-compressed-tensors", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T08:17:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481727", "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": "2026-09-10T07:53:10.699377+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T07:51:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481723", "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": "2026-09-10T07:53:10.699435+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-ACTORDER-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T07:51:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481716", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"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": "2026-09-07T16:24:49.011479+00:00", "modelId": "apodex/Apodex-1.1-mini-GPTQ-Int4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T16:17:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610377", "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_mtp"], "framework": "", "lastSyncTime": "2026-09-07T16:06:52.110332+00:00", "modelId": "mlx-community/Qwen3.8-27B-MTP-mxfp8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T15:55:22+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4218110", "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": "2026-09-07T16:06:52.110340+00:00", "modelId": "fla-hub/rwkv7-1.5B-world", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T15:55:22+00:00", "targetGpu": "Vastai_va16", "taskId": "4079301", "taskType": "text-generation", "verifyResult": -1} -{"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-07T16:06:52.110299+00:00", "modelId": "LLM-Research/Phi-3-medium-128k-instruct", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-07T15:51:46+00:00", "targetGpu": "Vastai_va16", "taskId": "4079303", "taskType": "text-generation", "verifyResult": null} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index 8036de4a..0fc09eb1 100644 --- a/.modelhub_state/recovery_active_tasks.jsonl +++ b/.modelhub_state/recovery_active_tasks.jsonl @@ -1,95 +1,3 @@ -{"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": "9ee85a9702ae695242c8b5436b1b856292d4a16c2f839d36bf93fbe98fb66d4e", "framework": "llamacpp", "gpuType": "Mthreads_s4000", "modelId": "bartowski/MiniCPM5-2B-GGUF", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4754660", "updateTime": 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