diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 3ff0fe8c7..d86189bf2 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1531,7 +1531,7 @@ "sunrise_pt-200-x1|vllm|text-generation|model_type:qwen3_5_moe": { "architectureSignature": "model_type:qwen3_5_moe", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-14T00:43:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-14T00:43:21+00:00", @@ -1539,12 +1539,10 @@ "matchType": "model_type", "modelType": "qwen3_5_moe", "sourceModelIds": [ - "apodex/Apodex-1.1-mini-GPTQ-Int4", - "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B" + "apodex/Apodex-1.1-mini-GPTQ-Int4" ], "sourceTaskIds": [ - "4490280", - "4490277" + "4490280" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" @@ -1939,7 +1937,7 @@ "taskType": 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a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 818cfa72d..9b1f663fe 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-20T14:20:27.786078+00:00", + "catalogUpdatedAt": "2026-09-20T14:32:15.696895+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-20T14:21:53.932595+00:00", + "generatedAt": "2026-09-20T14:32:38.445201+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -150,80 +150,20 @@ } }, "modelGpuTaskTypes": { - "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Kunlunxin_p-800": { - "taskTypes": [ - "text-generation" - ], - "updatedAt": "2026-09-20T14:20:55.950745+00:00" - }, - "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Kunlunxin_p-800": 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+1535,7 @@ "sunrise_pt-200-x1|vllm|text-generation|model_type:qwen3_5_moe": { "architectureSignature": "model_type:qwen3_5_moe", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-14T00:43:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-14T00:43:21+00:00", @@ -1543,12 +1543,10 @@ "matchType": "model_type", "modelType": "qwen3_5_moe", "sourceModelIds": [ - "apodex/Apodex-1.1-mini-GPTQ-Int4", - "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B" + "apodex/Apodex-1.1-mini-GPTQ-Int4" ], "sourceTaskIds": [ - "4490280", - "4490277" + "4490280" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" @@ -2359,9 +2357,9 @@ }, "Biren_166m|vllm|text-generation": { "attributableFailureCount": 34, - "decisionFailureRate": 0.7083, - "decisionSuccessRate": 0.2917, - "decisionTotal": 48, + "decisionFailureRate": 0.6939, + "decisionSuccessRate": 0.3061, + "decisionTotal": 49, "failureBreakdown": { "ambiguous_runtime": 1, "framework_architecture_unsupported": 26, @@ -2369,16 +2367,16 @@ "tokenizer_compatibility": 1 }, "failureCount": 35, - "failureRate": 0.7143, + "failureRate": 0.7, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, - "successCount": 14, - "successRate": 0.2857, + "successCount": 15, + "successRate": 0.3, "targetGpu": "Biren_166m", "taskType": "text-generation", - "total": 49, + "total": 50, "unresolvedFailureCount": 1 }, "Cambricon_mlu-370-x4|unknown|text-generation": { @@ -3486,10 +3484,10 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 80, + "ambiguous_runtime": 82, "参数/模板问题": 2 }, - "failureCount": 82, + "failureCount": 84, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "pendingCount": 0, @@ -3499,8 +3497,8 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 82, - "unresolvedFailureCount": 82 + "total": 84, + "unresolvedFailureCount": 84 }, "Kunlunxin_r-200-8f|unknown|text-generation": { "attributableFailureCount": 0, @@ -3647,7 +3645,7 @@ "decisionSuccessRate": 0.0359, "decisionTotal": 641, "failureBreakdown": { - "ambiguous_runtime": 125, + "ambiguous_runtime": 126, "architecture_compatibility": 20, "backend_operator": 43, "context_length": 46, @@ -3659,18 +3657,18 @@ "tokenizer_compatibility": 78, "参数/模板问题": 9 }, - "failureCount": 755, - "failureRate": 0.9704, + "failureCount": 756, + "failureRate": 0.9705, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 3, "successCount": 23, - "successRate": 0.0296, + "successRate": 0.0295, "targetGpu": "MetaX_c-500", "taskType": "text-generation", - "total": 778, - "unresolvedFailureCount": 134 + "total": 779, + "unresolvedFailureCount": 135 }, "MetaX_c-500|vllm|unknown": { "attributableFailureCount": 1, @@ -4457,11 +4455,11 @@ }, "vllm": { "attributableFailureCount": 3474, - "decisionFailureRate": 0.9783, - "decisionSuccessRate": 0.0217, - "decisionTotal": 3551, + "decisionFailureRate": 0.978, + "decisionSuccessRate": 0.022, + "decisionTotal": 3552, "failureBreakdown": { - "ambiguous_runtime": 1430, + "ambiguous_runtime": 1431, "architecture_compatibility": 112, "attention_backend": 1, "backend_operator": 84, @@ -4475,15 +4473,15 @@ "tokenizer_compatibility": 408, "参数/模板问题": 40 }, - "failureCount": 5808, - "failureRate": 0.9869, + "failureCount": 5809, + "failureRate": 0.9868, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 864, - "successCount": 77, - "successRate": 0.0131, - "total": 5885, - "unresolvedFailureCount": 1470 + "successCount": 78, + "successRate": 0.0132, + "total": 5887, + "unresolvedFailureCount": 1471 }, "vllm-customized": { "attributableFailureCount": 1, @@ -4577,7 +4575,7 @@ "decisionSuccessRate": 0.0167, "decisionTotal": 120, "failureBreakdown": { - "ambiguous_runtime": 115, + "ambiguous_runtime": 117, "backend_operator": 8, "framework_architecture_unsupported": 20, "memory_capacity": 7, @@ -4586,15 +4584,15 @@ "tokenizer_compatibility": 82, "参数/模板问题": 8 }, - "failureCount": 257, + "failureCount": 259, "failureRate": 0.9923, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 16, "successCount": 2, "successRate": 0.0077, - "total": 259, - "unresolvedFailureCount": 123 + "total": 261, + "unresolvedFailureCount": 125 }, "vllm_tokenizer_patch": { "attributableFailureCount": 26, @@ -4616,7 +4614,7 @@ "unresolvedFailureCount": 24 } }, - "generatedAt": "2026-09-20T14:18:03.541951+00:00", + "generatedAt": "2026-09-20T14:32:15.624688+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 75, @@ -4673,9 +4671,9 @@ }, "Biren_166m": { "attributableFailureCount": 172, - "decisionFailureRate": 0.8776, - "decisionSuccessRate": 0.1224, - "decisionTotal": 196, + "decisionFailureRate": 0.8731, + "decisionSuccessRate": 0.1269, + "decisionTotal": 197, "failureBreakdown": { "ambiguous_runtime": 131, "backend_operator": 4, @@ -4692,13 +4690,13 @@ "验证失败": 27 }, "failureCount": 608, - "failureRate": 0.962, + "failureRate": 0.9605, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, - "successCount": 24, - "successRate": 0.038, - "total": 632, + "successCount": 25, + "successRate": 0.0395, + "total": 633, "unresolvedFailureCount": 434 }, "Cambricon_mlu-370-x4": { @@ -4845,21 +4843,21 @@ "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { - "ambiguous_runtime": 154, + "ambiguous_runtime": 156, "memory_capacity": 1, "参数/模板问题": 2, "日志缺失": 1, "验证失败": 23 }, - "failureCount": 181, + "failureCount": 183, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, - "total": 181, - "unresolvedFailureCount": 180 + "total": 183, + "unresolvedFailureCount": 182 }, "Kunlunxin_r-200-8f": { "attributableFailureCount": 0, @@ -4886,7 +4884,7 @@ "decisionSuccessRate": 0.1807, "decisionTotal": 797, "failureBreakdown": { - "ambiguous_runtime": 297, + "ambiguous_runtime": 298, "architecture_compatibility": 21, "backend_operator": 43, "context_length": 59, @@ -4900,15 +4898,15 @@ "日志缺失": 15, "验证失败": 48 }, - "failureCount": 1416, - "failureRate": 0.9077, + "failureCount": 1417, + "failureRate": 0.9078, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 5, "successCount": 144, - "successRate": 0.0923, - "total": 1560, - "unresolvedFailureCount": 758 + "successRate": 0.0922, + "total": 1561, + "unresolvedFailureCount": 759 }, "Mthreads_s4000": { "attributableFailureCount": 69, @@ -6102,7 +6100,7 @@ "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, - "decisionTotal": 9, + "decisionTotal": 10, "failureBreakdown": {}, "failureCount": 0, "failureRate": 0.0, @@ -6112,11 +6110,11 @@ "pendingRate": 0.0, "platformFailureCount": 0, "quantizationMethod": "none", - "successCount": 9, + "successCount": 10, "successRate": 1.0, "targetGpu": "Biren_166m", "taskType": "text-generation", - "total": 9, + "total": 10, "unresolvedFailureCount": 0 }, "Biren_166m|vllm|text-generation|rwkv7|none": { @@ -8744,6 +8742,29 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|cohere2|none": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_fix_tokenizer", + "modelType": "cohere2", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|gemma2|compressed-tensors": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -8767,6 +8788,29 @@ "total": 3, "unresolvedFailureCount": 3 }, + "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|gpt_oss|compressed-tensors": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_fix_tokenizer", + "modelType": "gpt_oss", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "compressed-tensors", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|gpt_oss|mxfp4": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -11155,27 +11199,27 @@ }, "Biren_166m|vllm|text-generation": { "attributableFailureCount": 1, - "consecutiveFailures": 1, + "consecutiveFailures": 0, "consecutivePlatformFailures": 0, - "decisionFailureRate": 1.0, - 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"platform_infrastructure": 3, "tokenizer_compatibility": 6 }, - "failureCount": 11, + "failureCount": 10, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "lastPlatformFailureAt": "2026-09-16T02:03:21+00:00", @@ -11574,23 +11618,23 @@ "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", - "total": 11, + "total": 10, "unresolvedFailureCount": 0 }, "Sunrise_pt-200-x1|vllm|text-generation": { - "attributableFailureCount": 5, - "consecutiveFailures": 5, + "attributableFailureCount": 4, + "consecutiveFailures": 4, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 5, + "decisionTotal": 4, "failureBreakdown": { "backend_operator": 1, - "framework_architecture_unsupported": 3, + "framework_architecture_unsupported": 2, "memory_capacity": 1, "platform_infrastructure": 1 }, - "failureCount": 6, + "failureCount": 5, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": "2026-09-15T06:15:21+00:00", @@ -11602,7 +11646,7 @@ "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", - "total": 6, + "total": 5, "unresolvedFailureCount": 0 }, "Vastai_va16|unknown|text-generation": { @@ -11810,6 +11854,29 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Biren_166m|vllm|text-generation|qwen3|none": { + "attributableFailureCount": 0, + "consecutiveFailures": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 1.0, + "decisionTotal": 1, + "failureBreakdown": {}, + "failureCount": 0, + "failureRate": 0.0, + "framework": "vllm", + "lastTerminalAt": "2026-09-20T14:32:15.260751+00:00", + "modelType": "qwen3", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 1, + "successRate": 1.0, + "targetGpu": "Biren_166m", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Biren_166m|vllm|text-generation|sophia_hybrid|none": { "attributableFailureCount": 1, "consecutiveFailures": 1, @@ -14559,6 +14626,28 @@ "total": 8, "unresolvedFailureCount": 0 }, + "Biren_166m|vllm|text-generation|qwen3|none|33": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 1.0, + "decisionTotal": 1, + "failureBreakdown": {}, + "failureCount": 0, + "failureRate": 0.0, + "framework": "vllm", + "loadSizeLog2Bucket": 33, + "modelType": "qwen3", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 1, + "successRate": 1.0, + "targetGpu": "Biren_166m", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Biren_166m|vllm|text-generation|rwkv7|none|32": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, @@ -18312,6 +18401,30 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|cohere2|none|32": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_fix_tokenizer", + "loadSizeLog2Bucket": 32, + "modelType": "cohere2", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|gemma2|compressed-tensors|32": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -18360,6 +18473,30 @@ "total": 2, "unresolvedFailureCount": 2 }, + "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|gpt_oss|compressed-tensors|35": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_fix_tokenizer", + "loadSizeLog2Bucket": 35, + "modelType": "gpt_oss", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "compressed-tensors", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|gpt_oss|mxfp4|34": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -21965,15 +22102,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 15864, - "totalRecords": 15969, + "terminalRecords": 15868, + "totalRecords": 15973, "totals": { "attributableFailureCount": 5755, - "decisionFailureRate": 0.8617, - "decisionSuccessRate": 0.1383, - "decisionTotal": 6679, + "decisionFailureRate": 0.8615, + "decisionSuccessRate": 0.1385, + "decisionTotal": 6680, "failureBreakdown": { - "ambiguous_runtime": 3761, + "ambiguous_runtime": 3764, "architecture_compatibility": 212, "attention_backend": 1, "backend_operator": 102, @@ -21989,15 +22126,15 @@ "日志缺失": 719, "验证失败": 673 }, - "failureCount": 14940, - "failureRate": 0.9418, + "failureCount": 14943, + "failureRate": 0.9417, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 922, - "successCount": 924, - "successRate": 0.0582, - "total": 15864, - "unresolvedFailureCount": 8263 + "successCount": 925, + "successRate": 0.0583, + "total": 15868, + "unresolvedFailureCount": 8266 }, "warnings": [ "GPU Iluvatar_bi-100 本地统计失败率偏高（≥50%），建议重点关注。", @@ -22042,12 +22179,12 @@ "组合 Cambricon_mlu-370-x4|unknown|visual-multi-modal 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Ascend_910-b4|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 Iluvatar_bi-150|transformers|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 Cambricon_mlu-370-x8|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 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 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 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。" ] }, "storageMode": "decision_state_only", - "summarizedRecords": 15969, + "summarizedRecords": 15973, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 88a7bbc94..f12b3b6e9 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": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-20T14:32:15.260773+00:00", "modelId": "AI-ModelScope/granite-20b-code-base", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-20T14:25:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4079181", "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": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-20T14:18:03.259001+00:00", "modelId": "QuantTrio/Kimi-Dev-72B-GPTQ-Int4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-20T14:17:21+00:00", "targetGpu": "MetaX_c-500", 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