diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 6db50fe4..4e46b1db 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1312,7 +1312,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-09T23:54:16.484038+00:00", + "generatedAt": "2026-09-09T23:57:17.578291+00:00", "summary": { "activeBlockCount": 65, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index 63b6b0e6..1f064200 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -75,7 +75,7 @@ "7": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 344, + "listingErrors": 345, "nextPage": 1, "recordsScanned": 0, "uniqueRecords": 0 @@ -102,12 +102,12 @@ "cutoffAt": 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"gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2450,22 +2450,22 @@ "decisionSuccessRate": 0.037, "decisionTotal": 27, "failureBreakdown": { - "ambiguous_runtime": 11, + "ambiguous_runtime": 12, "framework_architecture_unsupported": 24, "memory_capacity": 1, "tokenizer_compatibility": 1, "参数/模板问题": 8, "验证失败": 27 }, - "failureCount": 72, - "failureRate": 0.9863, + "failureCount": 73, + "failureRate": 0.9865, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, - "successRate": 0.0137, - "total": 73, - "unresolvedFailureCount": 46 + "successRate": 0.0135, + "total": 74, + "unresolvedFailureCount": 47 }, "Ascend_910-b4": { "attributableFailureCount": 38, @@ -3922,14 +3922,14 @@ "decisionSuccessRate": 0.0, "decisionTotal": 3, "failureBreakdown": { - "ambiguous_runtime": 6, + "ambiguous_runtime": 7, "framework_architecture_unsupported": 3 }, - "failureCount": 9, + "failureCount": 10, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-09T21:37:50.501060+00:00", + "lastTerminalAt": "2026-09-09T23:55:17.200912+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -3937,8 +3937,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 9, - "unresolvedFailureCount": 6 + "total": 10, + "unresolvedFailureCount": 7 }, "Ascend_910-b4|llamacpp|text-generation": { "attributableFailureCount": 1, @@ -6678,15 +6678,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1458, - "totalRecords": 1542, + "terminalRecords": 1459, + "totalRecords": 1543, "totals": { "attributableFailureCount": 388, "decisionFailureRate": 0.8899, "decisionSuccessRate": 0.1101, "decisionTotal": 436, "failureBreakdown": { - "ambiguous_runtime": 253, + "ambiguous_runtime": 254, "backend_operator": 23, "framework_architecture_unsupported": 266, "memory_capacity": 11, @@ -6698,21 +6698,21 @@ "参数/模板问题": 94, "验证失败": 673 }, - "failureCount": 1410, + "failureCount": 1411, "failureRate": 0.9671, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 48, "successRate": 0.0329, - "total": 1458, - "unresolvedFailureCount": 1020 + "total": 1459, + "unresolvedFailureCount": 1021 }, "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。", @@ -6720,7 +6720,7 @@ "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。", @@ -6741,6 +6741,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1542, + "summarizedRecords": 1543, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index c3cb828b..c9a516f1 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": "2026-09-09T23:55:17.200912+00:00", "modelId": "neuralmagic/SmolLM-360M-Instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T23:51:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505073", "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": "2026-09-09T23:14:19.142084+00:00", "modelId": "neuralmagic/starcoder2-15b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T23:07:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481651", "taskType": "text-generation", "verifyResult": -1} {"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": "2026-09-09T22:57:38.803923+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T22:49:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471911", "taskType": "text-generation", "verifyResult": -1} {"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": "2026-09-09T22:49:15.213951+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T22:47:23+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471912", "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", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_vl"], "framework": "vllm", "lastSyncTime": "2026-09-06T21:26:11.984937+00:00", "modelId": "metax-tech/Qwen3-VL-8B-Instruct_W8A8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T21:23:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4591579", "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", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "vllm", "lastSyncTime": "2026-09-06T21:26:11.984900+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T21:21:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4586610", "taskType": "text-generation", "verifyResult": -1} {"failReason": "参数/模板问题", "framework": "vllm", "lastSyncTime": "2026-09-08T04:58:15.193678+00:00", "modelId": "mlx-community/Qwen3.8-27B-MTP-bf16", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-06T20:59:59.616196+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4678098", "taskType": "text-generation", "verifyResult": null} -{"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": "2026-09-06T20:32:42.310571+00:00", "modelId": "RedHatAI/Llama-3.2-1B-Instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T20:29:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4609073", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index efa06eff..566d5d4c 100644 --- a/.modelhub_state/recovery_active_tasks.jsonl +++ b/.modelhub_state/recovery_active_tasks.jsonl @@ -31,7 +31,6 @@ {"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "2e9cebc01b20081f0839fa18fe9ca4f7d059509f235699027201fe328177b304", "framework": "vllm_fix_tokenizer", "gpuType": "Sunrise_pt-200-x1", "modelId": "ornith-ai/Ornith-1.5-35B-A3B-MLX-8bit", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4657906", "updateTime": "2026-09-06 08:30:40"} {"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "2e9cebc01b20081f0839fa18fe9ca4f7d059509f235699027201fe328177b304", "framework": "vllm_fix_tokenizer", "gpuType": "Sunrise_pt-200-x1", "modelId": "zstack/qwen3-4b-fake", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4657901", "updateTime": "2026-09-06 08:30:40"} {"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "49c09622b187326c7d52c77c501ea1ed17ae85611b418c974c6d1dd95d2ec84c", "framework": "llamacpp", "gpuType": "Mthreads_s4000", "modelId": "LiquidAI/LFM2.5-8B-A1B-DSpark-GGUF", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4649761", "updateTime": "2026-09-05 21:40:11"} -{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "framework": "vllm_0_17_0_corex_4_4_0", "gpuType": "Iluvatar_bi-150", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a8", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4649240", "updateTime": "2026-09-05 21:07:29"} {"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "framework": "vllm", "gpuType": "MetaX_c-500", "modelId": "RedHatAI/starcoder2-3b-FP8", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4648143", "updateTime": "2026-09-05 20:03:42"} {"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "framework": "vllm", "gpuType": "Iluvatar_mrv-100", "modelId": "cyankiwi/Ornith-1.5-9B-AWQ-INT4", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4641788", "updateTime": "2026-09-05 13:17:27"} {"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "1557c77dfe4d3dc1a68ae6b8349e7d094da7eec7752d29442a9d6d27e5f13121", "framework": "vllm", "gpuType": "Sunrise_pt-200-x1", "modelId": "LLM-Research/Phi-3.5-mini-instruct-bnb-4bit", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4641566", "updateTime": "2026-09-05 13:03:09"} @@ -87,7 +86,189 @@ {"accountKey": "c5217a5fe9b938618a85", "gpuType": "Iluvatar_bi-100", "modelId": "nightmedia/Qwen3-4B-Thinking-2507-Gemini-2.5-Flash-Lite-Preview-Distill-Heretic-qx86-hi-mlx", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4079926", "updateTime": "2026-08-11 01:54:12"} {"accountKey": "c5217a5fe9b938618a85", "gpuType": "Iluvatar_bi-150", "modelId": "LiquidAI/LFM2-2.6B-Transcript-GGUF", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4079227", "updateTime": "2026-08-11 01:11:57"} {"accountKey": "c5217a5fe9b938618a85", "gpuType": "Ascend_910-b4", "modelId": "fla-hub/rwkv7-191M-world", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4079091", "updateTime": "2026-08-11 01:11:53"} -{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "5dc29cb4673042e118df9721ee1fc20ce84e880992fba859071f1332bb52342f", "framework": "vllm", "gpuType": "MetaX_c-500", "modelId": "neuralmagic/SmolLM-360M-Instruct-quantized.w8a8", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "running", "taskId": "4625822", "updateTime": "2026-09-10 07:46:27"} +{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "framework": "vllm_0_17_0_corex_4_4_0", "gpuType": "Iluvatar_bi-150", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a8", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "running", "taskId": "4649240", "updateTime": "2026-09-10 07:56:50"} +{"accountKey": "116321aaaa71977e436a", "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "framework": "vllm-patch-tokenizer", "gpuType": "hygon_k100-ai", "modelId": 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