From d9f1a49dd66161434f0faec137900f447476ae97 Mon Sep 17 00:00:00 2001 From: CoolBoy <2269097679@qq.com> Date: Thu, 10 Sep 2026 22:33:54 +0000 Subject: [PATCH] state: generation 5385 (intent) --- .../architecture_compatibility_blacklist.json | 10 +- .modelhub_state/market_intelligence.json | 284 +- .modelhub_state/official_capabilities.json | 3327 ++++++++--------- .modelhub_state/outcome_checkpoint.json | 222 +- .modelhub_state/recent_outcomes.jsonl | 6 +- .modelhub_state/recovery_intents.jsonl | 1 + manifest.json | 20 +- outcomes/submissions.jsonl | 2 - 8 files changed, 1814 insertions(+), 2058 deletions(-) diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 7c22a386..742199db 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -435,7 +435,7 @@ "cambricon_mlu-370-x8|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-08T06:46:11.817069+00:00", "framework": "vllm", "latestFailureAt": "2026-09-08T06:46:11.817069+00:00", @@ -443,12 +443,10 @@ "matchType": "model_type", "modelType": "qwen3_5", "sourceModelIds": [ - "ornith-ai/Ornith-1.5-9B", - "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed-FP16" + "ornith-ai/Ornith-1.5-9B" ], "sourceTaskIds": [ - "4712832", - "4712825" + "4712832" ], "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation" @@ -1309,7 +1307,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-10T22:31:17.700917+00:00", + "generatedAt": "2026-09-10T22:32:18.680379+00:00", "summary": { "activeBlockCount": 66, "byGpuFramework": { diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 8b1ff9c3..9b594dbc 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -416,121 +416,121 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-10T22:29:27.319717+00:00", + "generatedAt": "2026-09-10T22:32:25.596352+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 909.6623376623377, + "backlogHours": 886.6708860759494, "canVerify": true, "error": null, "gpu": "Ascend_910-b3", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 1.0217882361138972, - "queueFactor": 0.976306720281668, - "queueWeight": 0.976306720281668, - "recentSuccess": 46, - "recentSuccessRate": 0.2987012987012987, - "recentTerminal": 154, - "recentWilsonLowerBound": 0.23202986136764261, + "qualityFactor": 1.1458185871548603, + "queueFactor": 0.982154907486033, + "queueWeight": 0.982154907486033, + "recentSuccess": 47, + "recentSuccessRate": 0.2974683544303797, + "recentTerminal": 158, + "recentWilsonLowerBound": 0.23168084813928116, "running": 8, - "selectionWeight": 0.9975787216227496, + 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"2026-09-10T22:31:17.203392+00:00", + "generatedAt": "2026-09-10T22:33:53.583878+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -149,21 +149,13 @@ } }, "modelGpuTaskTypes": { - "https://modelscope.cn/models/0xSero/deepseek-v4-flash-0731-spark|2026-08-22T14:20:40+00:00|Cambricon_mlu-370-x8": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-09-10T22:30:43.019547+00:00" - }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b3": { "taskTypes": [ "text-generation", "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T22:30:56.658942+00:00" + "updatedAt": "2026-09-10T22:33:37.029399+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b4": { "taskTypes": [ @@ -171,15 +163,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T22:30:56.544520+00:00" - }, - "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Cambricon_mlu-370-x8": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-09-10T22:30:56.769371+00:00" + "updatedAt": "2026-09-10T22:33:36.918075+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -188,13 +172,19 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T22:30:56.721495+00:00" + "updatedAt": "2026-09-10T22:33:36.976108+00:00" + }, + "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Kunlunxin_p-800": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-09-10T22:33:37.208057+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Sunrise_pt-200-x1": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T22:30:56.616547+00:00" + "updatedAt": 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"generatedAt": "2026-09-10T22:32:18.653428+00:00", + "lastSyncTime": "2026-09-10T22:32:18.404549+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -439,7 +439,7 @@ "cambricon_mlu-370-x8|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-08T06:46:11.817069+00:00", "framework": "vllm", "latestFailureAt": "2026-09-08T06:46:11.817069+00:00", @@ -447,12 +447,10 @@ "matchType": "model_type", "modelType": "qwen3_5", "sourceModelIds": [ - "ornith-ai/Ornith-1.5-9B", - "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed-FP16" + "ornith-ai/Ornith-1.5-9B" ], "sourceTaskIds": [ - "4712832", - "4712825" + "4712832" ], "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation" @@ -1999,7 +1997,7 @@ "decisionSuccessRate": 0.0, "decisionTotal": 32, "failureBreakdown": { - "ambiguous_runtime": 36, + "ambiguous_runtime": 39, "backend_operator": 4, "framework_architecture_unsupported": 22, "memory_capacity": 1, @@ -2008,7 +2006,7 @@ "runtime_memory": 2, "参数/模板问题": 3 }, - "failureCount": 71, + "failureCount": 74, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -2018,8 +2016,8 @@ "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", - "total": 71, - "unresolvedFailureCount": 39 + "total": 74, + "unresolvedFailureCount": 42 }, "Sunrise_pt-200-x1|unknown|text-generation": { "attributableFailureCount": 0, @@ -2321,7 +2319,7 @@ "decisionSuccessRate": 0.0123, "decisionTotal": 243, "failureBreakdown": { - "ambiguous_runtime": 188, + "ambiguous_runtime": 191, "backend_operator": 33, "framework_architecture_unsupported": 169, "memory_capacity": 6, @@ -2332,15 +2330,15 @@ "tokenizer_compatibility": 3, "参数/模板问题": 24 }, - "failureCount": 453, - "failureRate": 0.9934, + "failureCount": 456, + "failureRate": 0.9935, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 3, - 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110, + "unresolvedFailureCount": 75 }, "Sunrise_pt-200-x1": { "attributableFailureCount": 36, @@ -3844,6 +3842,29 @@ "total": 1, "unresolvedFailureCount": 0 }, + "Mthreads_s4000|vllm|text-generation|zaya|none": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 2 + }, + "failureCount": 2, + "failureRate": 1.0, + "framework": "vllm", + "modelType": "zaya", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Mthreads_s4000", + "taskType": "text-generation", + "total": 2, + "unresolvedFailureCount": 2 + }, "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation|qwen3_5|none": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, @@ -4162,43 +4183,18 @@ "total": 15, "unresolvedFailureCount": 14 }, - "Cambricon_mlu-370-x8|vllm-mlu|text-generation": { - "attributableFailureCount": 0, - "consecutiveFailures": 0, - "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.0, - "decisionSuccessRate": 0.0, - "decisionTotal": 0, - "failureBreakdown": { - "ambiguous_runtime": 1 - }, - "failureCount": 1, - "failureRate": 1.0, - "framework": "vllm-mlu", - "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-10T13:06:08.293453+00:00", - "pendingCount": 0, - "pendingRate": 0.0, - "platformFailureCount": 0, - "successCount": 0, - "successRate": 0.0, - "targetGpu": "Cambricon_mlu-370-x8", - "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 1 - }, "Cambricon_mlu-370-x8|vllm|text-generation": { - "attributableFailureCount": 3, - "consecutiveFailures": 3, + "attributableFailureCount": 2, + "consecutiveFailures": 2, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 3, + "decisionTotal": 2, "failureBreakdown": { - "framework_architecture_unsupported": 3, - "参数/模板问题": 10 + "framework_architecture_unsupported": 2, + "参数/模板问题": 9 }, - "failureCount": 13, + "failureCount": 11, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, @@ -4210,8 +4206,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 13, - "unresolvedFailureCount": 10 + "total": 11, + "unresolvedFailureCount": 9 }, "Iluvatar_bi-100|transformers|text-generation": { "attributableFailureCount": 0, @@ -4410,7 +4406,7 @@ "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-10T21:23:30.606595+00:00", + "lastTerminalAt": "2026-09-10T22:32:18.404515+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -4604,31 +4600,6 @@ } }, "recentProfileCombinationStats": { - "Cambricon_mlu-370-x8|vllm-mlu|text-generation|gemma2|compressed-tensors": { - "attributableFailureCount": 0, - "consecutiveFailures": 0, - "decisionFailureRate": 0.0, - "decisionSuccessRate": 0.0, - "decisionTotal": 0, - "failureBreakdown": { - "ambiguous_runtime": 1 - }, - "failureCount": 1, - "failureRate": 1.0, - "framework": "vllm-mlu", - "lastTerminalAt": "2026-09-10T13:06:08.293453+00:00", - "modelType": "gemma2", - "pendingCount": 0, - "pendingRate": 0.0, - "platformFailureCount": 0, - "quantizationMethod": "compressed-tensors", - "successCount": 0, - "successRate": 0.0, - "targetGpu": "Cambricon_mlu-370-x8", - "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 1 - }, "Cambricon_mlu-370-x8|vllm|text-generation|qwen3_5_moe|eschamoe": { "attributableFailureCount": 1, "consecutiveFailures": 1, @@ -4655,15 +4626,15 @@ "unresolvedFailureCount": 0 }, "Cambricon_mlu-370-x8|vllm|text-generation|qwen3_5|none": { - "attributableFailureCount": 2, - "consecutiveFailures": 2, + "attributableFailureCount": 1, + "consecutiveFailures": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 2, + "decisionTotal": 1, "failureBreakdown": { - "framework_architecture_unsupported": 2 + "framework_architecture_unsupported": 1 }, - "failureCount": 2, + "failureCount": 1, "failureRate": 1.0, "framework": "vllm", "lastTerminalAt": "2026-09-08T15:41:33.599007+00:00", @@ -4676,7 +4647,7 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 2, + "total": 1, "unresolvedFailureCount": 0 }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|gemma2|compressed-tensors": { @@ -4904,6 +4875,31 @@ "total": 3, "unresolvedFailureCount": 3 }, + "Mthreads_s4000|vllm|text-generation|zaya|none": { + "attributableFailureCount": 0, + "consecutiveFailures": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 2 + }, + "failureCount": 2, + "failureRate": 1.0, + "framework": "vllm", + "lastTerminalAt": "2026-09-10T22:32:18.404549+00:00", + "modelType": "zaya", + "pendingCount": 0, + "pendingRate": 0.0, 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"unresolvedFailureCount": 2 + }, "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation|qwen3_5|none|32": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, @@ -6968,15 +6988,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1634, - "totalRecords": 1721, + "terminalRecords": 1637, + "totalRecords": 1724, "totals": { "attributableFailureCount": 426, "decisionFailureRate": 0.8894, "decisionSuccessRate": 0.1106, "decisionTotal": 479, "failureBreakdown": { - "ambiguous_runtime": 380, + "ambiguous_runtime": 383, "backend_operator": 40, "framework_architecture_unsupported": 273, "memory_capacity": 11, @@ -6988,31 +7008,30 @@ "参数/模板问题": 98, "验证失败": 673 }, - "failureCount": 1581, + "failureCount": 1584, "failureRate": 0.9676, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 4, "successCount": 53, "successRate": 0.0324, - "total": 1634, - "unresolvedFailureCount": 1151 + "total": 1637, + "unresolvedFailureCount": 1154 }, "warnings": [ "GPU Ascend_910-b3 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 Iluvatar_mrv-100 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 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 MetaX_c-500 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 Cambricon_mlu-370-x4 本地统计失败率偏高(≥50%),建议重点关注。", - "GPU Cambricon_mlu-370-x8 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Biren_166m 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 Cambricon_mlu-370-x8 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 Cambricon_mlu-370-x4 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-x4|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 Mthreads_s4000|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。", "组合 Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", @@ -7027,10 +7046,11 @@ "组合 hygon_k100-ai|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|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 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 Cambricon_mlu-370-x4|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 hygon_k100-ai|vllm-patch-tokenizer|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": 1721, + "summarizedRecords": 1724, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index dc3840fd..490194dc 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": "2026-09-10T22:32:18.404515+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-ACTORDER-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T22:25:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4583642", "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": "2026-09-10T21:23:30.606595+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T21:17:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4532126", "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": "2026-09-10T21:23:30.606628+00:00", "modelId": "RedHatAI/starcoder2-3b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T21:17:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4532125", "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": "2026-09-10T20:06:18.925896+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T20:01:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523216", "taskType": "text-generation", "verifyResult": -1} @@ -194,6 +195,8 @@ {"failReason": "ambiguous_runtime", "failureAction": 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