diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index e3b54e89..5a82fcb1 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -580,7 +580,7 @@ "hygon_k100-ai|vllm|text-generation|model_type:qwen3_5_moe": { "architectureSignature": "model_type:qwen3_5_moe", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-07T23:51:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-07T23:51:21+00:00", @@ -588,12 +588,10 @@ "matchType": "model_type", "modelType": "qwen3_5_moe", "sourceModelIds": [ - "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B", - "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B" + "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B" ], "sourceTaskIds": [ - "4479115", - "4482387" + "4479115" ], "targetGpu": "hygon_k100-ai", "taskType": "text-generation" @@ -1317,7 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"queueUpdatedAt": "2026-09-10T10:46:46.609440+00:00", "supportedGpus": [ "Vastai_va16", "Iluvatar_mrv-100", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 1a48525c..37cd7ae3 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-10T10:44:12.144314+00:00", + "catalogUpdatedAt": "2026-09-10T10:46:46.609440+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-10T10:45:38.484118+00:00", + "generatedAt": "2026-09-10T10:50:19.760412+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -149,12 +149,20 @@ } }, "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" 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"version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 220ec6a2..6a3b6453 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-10T10:30:02.798435+00:00", - "lastSyncTime": "2026-09-10T10:30:02.547307+00:00", + "generatedAt": "2026-09-10T10:46:39.673314+00:00", + "lastSyncTime": "2026-09-10T10:46:39.406893+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -584,7 +584,7 @@ "hygon_k100-ai|vllm|text-generation|model_type:qwen3_5_moe": { "architectureSignature": "model_type:qwen3_5_moe", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-07T23:51:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-07T23:51:21+00:00", @@ -592,12 +592,10 @@ "matchType": "model_type", "modelType": "qwen3_5_moe", "sourceModelIds": [ - "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B", - "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B" + "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B" ], "sourceTaskIds": [ - "4479115", - "4482387" + "4479115" ], "targetGpu": "hygon_k100-ai", "taskType": "text-generation" @@ -2050,17 +2048,17 @@ "unresolvedFailureCount": 33 }, "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation": { - "attributableFailureCount": 29, + "attributableFailureCount": 30, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 29, + "decisionTotal": 30, "failureBreakdown": { "framework_architecture_unsupported": 2, "platform_infrastructure": 1, - "tokenizer_compatibility": 27, + "tokenizer_compatibility": 28, "参数/模板问题": 6 }, - "failureCount": 36, + "failureCount": 37, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "pendingCount": 0, @@ -2070,7 +2068,7 @@ "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", - "total": 36, + "total": 37, "unresolvedFailureCount": 6 }, "Sunrise_pt-200-x1|vllm|text-generation": { @@ -2406,26 +2404,26 @@ "unresolvedFailureCount": 3 }, "vllm_fix_tokenizer": { - "attributableFailureCount": 32, + "attributableFailureCount": 33, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 32, + "decisionTotal": 33, "failureBreakdown": { "ambiguous_runtime": 29, "framework_architecture_unsupported": 4, "model_load": 1, "platform_infrastructure": 1, - "tokenizer_compatibility": 27, + "tokenizer_compatibility": 28, "参数/模板问题": 7 }, - "failureCount": 69, + "failureCount": 70, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 0, "successRate": 0.0, - "total": 69, + "total": 70, "unresolvedFailureCount": 36 }, "vllm_tokenizer_patch": { @@ -2447,7 +2445,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-10T10:30:02.793656+00:00", + "generatedAt": "2026-09-10T10:46:39.668682+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2704,25 +2702,25 @@ "unresolvedFailureCount": 59 }, "Sunrise_pt-200-x1": { - "attributableFailureCount": 30, - "decisionFailureRate": 0.9677, - "decisionSuccessRate": 0.0323, - "decisionTotal": 31, + "attributableFailureCount": 31, + "decisionFailureRate": 0.9688, + "decisionSuccessRate": 0.0312, + "decisionTotal": 32, "failureBreakdown": { "framework_architecture_unsupported": 3, "platform_infrastructure": 2, - "tokenizer_compatibility": 27, + "tokenizer_compatibility": 28, "参数/模板问题": 9, "验证失败": 32 }, - "failureCount": 73, - "failureRate": 0.9865, + "failureCount": 74, + "failureRate": 0.9867, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 1, - "successRate": 0.0135, - "total": 74, + "successRate": 0.0133, + "total": 75, "unresolvedFailureCount": 41 }, "Vastai_va16": { @@ -4503,22 +4501,22 @@ "unresolvedFailureCount": 0 }, "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation": { - "attributableFailureCount": 8, - "consecutiveFailures": 8, + "attributableFailureCount": 9, + "consecutiveFailures": 9, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 8, + "decisionTotal": 9, "failureBreakdown": { "framework_architecture_unsupported": 1, "platform_infrastructure": 1, - "tokenizer_compatibility": 7 + "tokenizer_compatibility": 8 }, - "failureCount": 9, + "failureCount": 10, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "lastPlatformFailureAt": "2026-09-08T18:27:21+00:00", - "lastTerminalAt": "2026-09-09T17:24:58.529069+00:00", + "lastTerminalAt": "2026-09-10T10:46:39.406893+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, @@ -4526,7 +4524,7 @@ "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", - "total": 9, + "total": 10, "unresolvedFailureCount": 0 }, "Sunrise_pt-200-x1|vllm|text-generation": { @@ -4678,19 +4676,19 @@ "unresolvedFailureCount": 0 }, "hygon_k100-ai|vllm|text-generation": { - "attributableFailureCount": 8, - "consecutiveFailures": 8, + "attributableFailureCount": 7, + "consecutiveFailures": 7, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 8, + "decisionTotal": 7, "failureBreakdown": { "ambiguous_runtime": 12, - "framework_architecture_unsupported": 6, + "framework_architecture_unsupported": 5, "model_load": 1, "repository_structure": 1 }, - "failureCount": 20, + "failureCount": 19, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, @@ -4702,7 +4700,7 @@ "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "text-generation", - "total": 20, + "total": 19, "unresolvedFailureCount": 12 } }, @@ -7053,13 +7051,13 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1557, - "totalRecords": 1644, + "terminalRecords": 1558, + "totalRecords": 1645, "totals": { - "attributableFailureCount": 405, - "decisionFailureRate": 0.8882, - "decisionSuccessRate": 0.1118, - "decisionTotal": 456, + "attributableFailureCount": 406, + "decisionFailureRate": 0.8884, + "decisionSuccessRate": 0.1116, + "decisionTotal": 457, "failureBreakdown": { "ambiguous_runtime": 331, "backend_operator": 34, @@ -7069,25 +7067,25 @@ "platform_infrastructure": 2, "repository_structure": 5, "runtime_memory": 5, - "tokenizer_compatibility": 33, + "tokenizer_compatibility": 34, "参数/模板问题": 95, "验证失败": 673 }, - "failureCount": 1506, - "failureRate": 0.9672, + "failureCount": 1507, + "failureRate": 0.9673, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 51, - "successRate": 0.0328, - "total": 1557, + "successRate": 0.0327, + "total": 1558, "unresolvedFailureCount": 1099 }, "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。", @@ -7095,7 +7093,7 @@ "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。", @@ -7116,6 +7114,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1644, + "summarizedRecords": 1645, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index a3f81afa..cdab6b6a 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,4 @@ +{"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-10T10:46:39.406893+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T10:43:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4107002", "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": "2026-09-10T10:30:02.547307+00:00", "modelId": "nm-testing/nonuniform", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T10:27:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471919", "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": "2026-09-10T10:30:02.547284+00:00", "modelId": "RedHatAI/starcoder2-3b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T10:23:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471918", "taskType": "text-generation", "verifyResult": -1} {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "unknown", "failureCode": "UNKNOWN", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T10:21:30.006897+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T10:15:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4493599", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"failReason": null, "framework": "", "lastSyncTime": "2026-09-07T22:14:22.623409+00:00", "modelId": "ysqlian/YZH_Model", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-07T22:07:23+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4498543", "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_moe"], "framework": "vllm", "lastSyncTime": "2026-09-07T22:14:22.623429+00:00", "modelId": "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T22:07:23+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4531835", "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", "failureDetectedFramework": "llamacpp", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "llamacpp", "lastSyncTime": "2026-09-07T21:52:09.703368+00:00", "modelId": "ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-GGUF", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T21:51:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "3987945", "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_moe"], "framework": "vllm", "lastSyncTime": "2026-09-07T21:05:55.523169+00:00", "modelId": "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T20:53:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4482387", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index b57a4a55..da7dd694 100644 --- a/.modelhub_state/recovery_active_tasks.jsonl +++ b/.modelhub_state/recovery_active_tasks.jsonl @@ -90,186 +90,281 @@ {"accountKey": "203cf600e31a19e36522", "gpuType": "hygon_k100-ai", "modelId": "cyankiwi/Ornith-1.0-35B-AWQ-FP8", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4080010", "updateTime": "2026-08-11 01:54:15"} {"accountKey": "203cf600e31a19e36522", "gpuType": "hygon_k100-ai", "modelId": "jedisct1/Ornith-1.0-35B-MLX-oQ8", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4079990", "updateTime": "2026-08-11 01:54:14"} {"accountKey": "203cf600e31a19e36522", "gpuType": "Iluvatar_bi-150", "modelId": "r0b0tlab/Agents-A1-NVFP4", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4079945", "updateTime": "2026-08-11 01:54:12"} -{"accountKey": "b940824e4299693749aa", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "framework": "vllm", 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