diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 117eef6b4..1a000d417 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -397,7 +397,7 @@ "cambricon_mlu-370-x8|vllm-mlu|text-generation|model_type:qwen3_5_mtp": { "architectureSignature": "model_type:qwen3_5_mtp", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-08T06:46:11.587867+00:00", "framework": "vllm-mlu", "latestFailureAt": "2026-09-08T06:46:11.587867+00:00", @@ -405,12 +405,10 @@ "matchType": "model_type", "modelType": "qwen3_5_mtp", "sourceModelIds": [ - "mlx-community/Qwen3.8-27B-MTP-nvfp4", - "mlx-community/Qwen3.8-27B-MTP-mxfp4" + "mlx-community/Qwen3.8-27B-MTP-nvfp4" ], "sourceTaskIds": [ - "4712816", - "4712822" + "4712816" ], "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation" @@ -1311,7 +1309,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-10T19:47:09.322933+00:00", + "generatedAt": "2026-09-10T19:48:10.317843+00:00", "summary": { "activeBlockCount": 66, "byGpuFramework": { diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index f8656f531..82965bb93 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -416,121 +416,121 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-10T19:44:28.197468+00:00", + "generatedAt": "2026-09-10T19:48:15.537232+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 1114.2857142857142, + "backlogHours": 1055.548872180451, "canVerify": true, "error": null, "gpu": "Ascend_910-b3", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 1.5785634952557193, - "queueFactor": 0.9625690074056412, - "queueWeight": 0.9625690074056412, - "recentSuccess": 52, - "recentSuccessRate": 0.4126984126984127, - 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b/.modelhub_state/official_capabilities.json index e1d494191..78a6f8599 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-10T19:44:28.197468+00:00", + "catalogUpdatedAt": "2026-09-10T19:48:15.537232+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-10T19:47:07.447316+00:00", + "generatedAt": "2026-09-10T19:50:30.364164+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": "2026-09-10T19:46:07.527847+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": "2026-09-10T19:46:27.669441+00:00" + "updatedAt": "2026-09-10T19:50:13.343192+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b4": { "taskTypes": [ @@ -171,27 +163,28 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T19:46:27.729199+00:00" + "updatedAt": "2026-09-10T19:50:13.410110+00:00" }, - "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Cambricon_mlu-370-x8": { + "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Iluvatar_mrv-100": { "taskTypes": [ + "asr", "text-generation", "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T19:46:27.826724+00:00" + "updatedAt": "2026-09-10T19:50:13.526299+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Sunrise_pt-200-x1": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T19:46:27.616375+00:00" + "updatedAt": "2026-09-10T19:50:13.305660+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T19:46:27.780202+00:00" + "updatedAt": "2026-09-10T19:50:13.462280+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|hygon_k100-ai": { "taskTypes": [ @@ -199,7 +192,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T19:46:27.584468+00:00" + "updatedAt": "2026-09-10T19:50:13.274208+00:00" }, "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|Ascend_910-b3": { "taskTypes": [ @@ -207,7 +200,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T19:46:55.161284+00:00" + "updatedAt": "2026-09-10T19:50:25.151690+00:00" }, 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"report": { "architectureCompatibilityBlocks": { @@ -401,7 +401,7 @@ "cambricon_mlu-370-x8|vllm-mlu|text-generation|model_type:qwen3_5_mtp": { "architectureSignature": "model_type:qwen3_5_mtp", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-08T06:46:11.587867+00:00", "framework": "vllm-mlu", "latestFailureAt": "2026-09-08T06:46:11.587867+00:00", @@ -409,12 +409,10 @@ "matchType": "model_type", "modelType": "qwen3_5_mtp", "sourceModelIds": [ - "mlx-community/Qwen3.8-27B-MTP-nvfp4", - "mlx-community/Qwen3.8-27B-MTP-mxfp4" + "mlx-community/Qwen3.8-27B-MTP-nvfp4" ], "sourceTaskIds": [ - "4712816", - "4712822" + "4712816" ], "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation" @@ -2144,12 +2142,12 @@ "decisionSuccessRate": 0.0, "decisionTotal": 44, "failureBreakdown": { - "ambiguous_runtime": 57, + "ambiguous_runtime": 58, "framework_architecture_unsupported": 38, "memory_capacity": 1, "model_load": 5 }, - "failureCount": 101, + "failureCount": 102, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -2159,8 +2157,8 @@ "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "text-generation", - "total": 101, - "unresolvedFailureCount": 57 + "total": 102, + "unresolvedFailureCount": 58 }, "hygon_k100-ai|llamacpp|text-generation": { "attributableFailureCount": 0, @@ -2323,7 +2321,7 @@ "decisionSuccessRate": 0.0083, "decisionTotal": 242, "failureBreakdown": { - "ambiguous_runtime": 184, + "ambiguous_runtime": 185, "backend_operator": 33, "framework_architecture_unsupported": 169, "memory_capacity": 6, @@ -2334,15 +2332,15 @@ "tokenizer_compatibility": 3, "参数/模板问题": 24 }, - "failureCount": 449, + "failureCount": 450, "failureRate": 0.9956, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 2, "successRate": 0.0044, - "total": 451, - "unresolvedFailureCount": 208 + "total": 452, + "unresolvedFailureCount": 209 }, "vllm-mlu": { "attributableFailureCount": 7, @@ -2445,7 +2443,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-10T19:38:05.798763+00:00", + "generatedAt": "2026-09-10T19:48:10.290792+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2731,22 +2729,22 @@ "decisionSuccessRate": 0.2167, "decisionTotal": 60, "failureBreakdown": { - "ambiguous_runtime": 59, + "ambiguous_runtime": 60, "framework_architecture_unsupported": 40, "memory_capacity": 1, "model_load": 6, "参数/模板问题": 13, "验证失败": 130 }, - "failureCount": 249, - "failureRate": 0.9504, + "failureCount": 250, + "failureRate": 0.9506, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 13, - "successRate": 0.0496, - "total": 262, - "unresolvedFailureCount": 202 + "successRate": 0.0494, + "total": 263, + "unresolvedFailureCount": 203 }, "hygon_k100-ai": { "attributableFailureCount": 39, @@ -4165,18 +4163,18 @@ "unresolvedFailureCount": 14 }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation": { - "attributableFailureCount": 3, - "consecutiveFailures": 3, + "attributableFailureCount": 2, + "consecutiveFailures": 2, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 3, + "decisionTotal": 2, "failureBreakdown": { "ambiguous_runtime": 3, - "framework_architecture_unsupported": 3, + "framework_architecture_unsupported": 2, "参数/模板问题": 1 }, - "failureCount": 7, + "failureCount": 6, "failureRate": 1.0, "framework": "vllm-mlu", "lastPlatformFailureAt": null, @@ -4188,7 +4186,7 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 7, + "total": 6, "unresolvedFailureCount": 4 }, "Cambricon_mlu-370-x8|vllm|text-generation": { @@ -4541,7 +4539,7 @@ "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-10T16:05:31.804365+00:00", + "lastTerminalAt": "2026-09-10T19:48:09.995356+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -4659,15 +4657,15 @@ "unresolvedFailureCount": 0 }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation|qwen3_5_mtp|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-mlu", "lastTerminalAt": "2026-09-08T18:40:55.416623+00:00", @@ -4680,7 +4678,7 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 2, + "total": 1, "unresolvedFailureCount": 0 }, "Cambricon_mlu-370-x8|vllm|text-generation|qwen3_5_moe|eschamoe": { @@ -7022,15 +7020,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1627, - "totalRecords": 1714, + "terminalRecords": 1628, + "totalRecords": 1715, "totals": { "attributableFailureCount": 425, "decisionFailureRate": 0.891, "decisionSuccessRate": 0.109, "decisionTotal": 477, "failureBreakdown": { - "ambiguous_runtime": 375, + "ambiguous_runtime": 376, "backend_operator": 40, "framework_architecture_unsupported": 273, "memory_capacity": 11, @@ -7042,30 +7040,31 @@ "参数/模板问题": 98, "验证失败": 673 }, - "failureCount": 1575, - "failureRate": 0.968, + "failureCount": 1576, + "failureRate": 0.9681, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 4, "successCount": 52, - "successRate": 0.032, - "total": 1627, - "unresolvedFailureCount": 1146 + "successRate": 0.0319, + "total": 1628, + "unresolvedFailureCount": 1147 }, "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 Iluvatar_bi-150 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 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 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。", "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。", @@ -7080,11 +7079,10 @@ "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": 1714, + "summarizedRecords": 1715, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 07f9fb994..794f5a0af 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": 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"success", "submitTime": "2026-09-10T19:37:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4332704", "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": "2026-09-10T19:27:42.923434+00:00", "modelId": "neuralmagic/SmolLM-1.7B-Instruct-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T19:25:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523215", "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": "2026-09-10T19:17:56.906562+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4-Group128-A16-Test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T19:09:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523222", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"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", 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