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state: generation 11102 (cycle)

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CoolBoy
2026-09-21 02:39:06 +00:00
parent eaeadfea0d
commit 32cba1da2a
8 changed files with 2009 additions and 2013 deletions
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10
.modelhub_state/architecture_compatibility_blacklist.json
View File

@@ -251,7 +251,7 @@
"ascend_910-b3|vllm|text-generation|model_type:qwen3_5": {
"architectureSignature": "model_type:qwen3_5",
"architectures": [],
"evidenceCount": 5,
"evidenceCount": 4,
"expiresAt": "2026-10-20T11:23:21+00:00",
"framework": "vllm",
"latestFailureAt": "2026-09-20T11:23:21+00:00",
@@ -262,15 +262,13 @@
"logic65/Qwen3.8-Whittle-w50-18.3B-unrepaired",
"ewinregirgojr/Qwen3.8-9B-Instruct-Turbo",
"ewinregirgojr/Qwen3.8-14B-Instruct-Turbo",
"VerStella/Qwen3.8-27B-heretic-ara-W8A8-DCU",
"r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121"
"VerStella/Qwen3.8-27B-heretic-ara-W8A8-DCU"
],
"sourceTaskIds": [
"4523512",
"4464446",
"4490182",
"4458152",
"4583446"
"4458152"
],
"targetGpu": "Ascend_910-b3",
"taskType": "text-generation"
@@ -2418,7 +2416,7 @@
"taskType": "text-generation"
}
},
"generatedAt": "2026-09-21T02:35:18.556274+00:00",
"generatedAt": "2026-09-21T02:38:57.817786+00:00",
"summary": {
"activeBlockCount": 119,
"byGpuFramework": {

2
.modelhub_state/market_intelligence.json
View File

@@ -425,7 +425,7 @@
}
},
"frameworkUpdatedAt": null,
"generatedAt": "2026-09-21T02:37:55.584470+00:00",
"generatedAt": "2026-09-21T02:39:04.881512+00:00",
"gpuStats": {
"Ascend_910-b3": {
"available": true,

6
.modelhub_state/official_capabilities.json
View File

@@ -1,5 +1,5 @@
{
"catalogUpdatedAt": "2026-09-21T02:37:55.584470+00:00",
"catalogUpdatedAt": "2026-09-21T02:39:04.881512+00:00",
"configuredTaskTypes": [
"text-generation"
],
@@ -56,7 +56,7 @@
"time-series-forecasting"
],
"errors": [],
"generatedAt": "2026-09-21T02:37:55.584470+00:00",
"generatedAt": "2026-09-21T02:39:04.881512+00:00",
"gpuCatalog": {
"Ascend_910-b3": {
"canVerify": true,
@@ -6336,6 +6336,6 @@
"updateTime": "2025-12-22 08:59:53"
}
],
"taskTreeUpdatedAt": "2026-09-21T02:37:55.584470+00:00",
"taskTreeUpdatedAt": "2026-09-21T02:39:04.881512+00:00",
"version": 1
}

108
.modelhub_state/outcome_checkpoint.json
View File

@@ -1,6 +1,6 @@
{
"generatedAt": "2026-09-21T02:15:18.479244+00:00",
"lastSyncTime": "2026-09-21T02:15:17.867398+00:00",
"generatedAt": "2026-09-21T02:38:57.746325+00:00",
"lastSyncTime": "2026-09-21T02:38:57.372787+00:00",
"recentLimit": 300,
"report": {
"architectureCompatibilityBlocks": {
@@ -255,7 +255,7 @@
"ascend_910-b3|vllm|text-generation|model_type:qwen3_5": {
"architectureSignature": "model_type:qwen3_5",
"architectures": [],
"evidenceCount": 5,
"evidenceCount": 4,
"expiresAt": "2026-10-20T11:23:21+00:00",
"framework": "vllm",
"latestFailureAt": "2026-09-20T11:23:21+00:00",
@@ -266,15 +266,13 @@
"logic65/Qwen3.8-Whittle-w50-18.3B-unrepaired",
"ewinregirgojr/Qwen3.8-9B-Instruct-Turbo",
"ewinregirgojr/Qwen3.8-14B-Instruct-Turbo",
"VerStella/Qwen3.8-27B-heretic-ara-W8A8-DCU",
"r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121"
"VerStella/Qwen3.8-27B-heretic-ara-W8A8-DCU"
],
"sourceTaskIds": [
"4523512",
"4464446",
"4490182",
"4458152",
"4583446"
"4458152"
],
"targetGpu": "Ascend_910-b3",
"taskType": "text-generation"
@@ -4218,10 +4216,10 @@
"unresolvedFailureCount": 0
},
"MetaX_c-500|vllm|text-generation": {
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"decisionTotal": 646,
"failureBreakdown": {
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"architecture_compatibility": 20,
@@ -4232,21 +4230,21 @@
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},
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"framework": "vllm",
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 3,
"successCount": 24,
"successRate": 0.0306,
"successRate": 0.0305,
"targetGpu": "MetaX_c-500",
"taskType": "text-generation",
"total": 785,
"total": 786,
"unresolvedFailureCount": 137
},
"MetaX_c-500|vllm|unknown": {
@@ -5033,10 +5031,10 @@
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},
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"attributableFailureCount": 3505,
"decisionFailureRate": 0.9769,
"decisionSuccessRate": 0.0231,
"decisionTotal": 3587,
"decisionTotal": 3588,
"failureBreakdown": {
"ambiguous_runtime": 1457,
"architecture_compatibility": 112,
@@ -5048,18 +5046,18 @@
"model_load": 202,
"platform_infrastructure": 864,
"repository_structure": 470,
"runtime_memory": 63,
"runtime_memory": 64,
"tokenizer_compatibility": 410,
"参数/模板问题": 41
},
"failureCount": 5866,
"failureRate": 0.986,
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"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 864,
"successCount": 83,
"successRate": 0.014,
"total": 5949,
"successRate": 0.0139,
"total": 5950,
"unresolvedFailureCount": 1498
},
"vllm-customized": {
@@ -5198,7 +5196,7 @@
"unresolvedFailureCount": 58
}
},
"generatedAt": "2026-09-21T02:15:18.467409+00:00",
"generatedAt": "2026-09-21T02:38:57.734913+00:00",
"gpuSummaries": {
"Ascend_910-b3": {
"attributableFailureCount": 90,
@@ -5464,10 +5462,10 @@
"unresolvedFailureCount": 170
},
"MetaX_c-500": {
"attributableFailureCount": 656,
"decisionFailureRate": 0.819,
"decisionSuccessRate": 0.181,
"decisionTotal": 801,
"attributableFailureCount": 657,
"decisionFailureRate": 0.8192,
"decisionSuccessRate": 0.1808,
"decisionTotal": 802,
"failureBreakdown": {
"ambiguous_runtime": 300,
"architecture_compatibility": 21,
@@ -5478,20 +5476,20 @@
"model_load": 59,
"platform_infrastructure": 5,
"repository_structure": 114,
"runtime_memory": 1,
"runtime_memory": 2,
"tokenizer_compatibility": 78,
"参数/模板问题": 398,
"日志缺失": 15,
"验证失败": 48
},
"failureCount": 1422,
"failureCount": 1423,
"failureRate": 0.9075,
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 5,
"successCount": 145,
"successRate": 0.0925,
"total": 1567,
"total": 1568,
"unresolvedFailureCount": 761
},
"Mthreads_s4000": {
@@ -13710,18 +13708,18 @@
"unresolvedFailureCount": 10
},
"Ascend_910-b3|vllm|text-generation": {
"attributableFailureCount": 9,
"consecutiveFailures": 9,
"attributableFailureCount": 8,
"consecutiveFailures": 8,
"consecutivePlatformFailures": 0,
"decisionFailureRate": 1.0,
"decisionSuccessRate": 0.0,
"decisionTotal": 9,
"decisionTotal": 8,
"failureBreakdown": {
"ambiguous_runtime": 6,
"framework_architecture_unsupported": 8,
"framework_architecture_unsupported": 7,
"tokenizer_compatibility": 1
},
"failureCount": 15,
"failureCount": 14,
"failureRate": 1.0,
"framework": "vllm",
"lastPlatformFailureAt": null,
@@ -13733,7 +13731,7 @@
"successRate": 0.0,
"targetGpu": "Ascend_910-b3",
"taskType": "text-generation",
"total": 15,
"total": 14,
"unresolvedFailureCount": 6
},
"Ascend_910-b4|vllm_tokenizer_patch|text-generation": {
@@ -14309,25 +14307,25 @@
"unresolvedFailureCount": 0
},
"MetaX_c-500|vllm|text-generation": {
"attributableFailureCount": 5,
"consecutiveFailures": 5,
"attributableFailureCount": 6,
"consecutiveFailures": 6,
"consecutivePlatformFailures": 0,
"decisionFailureRate": 1.0,
"decisionSuccessRate": 0.0,
"decisionTotal": 5,
"decisionTotal": 6,
"failureBreakdown": {
"ambiguous_runtime": 4,
"backend_operator": 1,
"framework_architecture_unsupported": 1,
"model_load": 1,
"runtime_memory": 1,
"runtime_memory": 2,
"tokenizer_compatibility": 1
},
"failureCount": 9,
"failureCount": 10,
"failureRate": 1.0,
"framework": "vllm",
"lastPlatformFailureAt": null,
"lastTerminalAt": "2026-09-20T23:08:35.573428+00:00",
"lastTerminalAt": "2026-09-21T02:38:57.372787+00:00",
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
@@ -14335,7 +14333,7 @@
"successRate": 0.0,
"targetGpu": "MetaX_c-500",
"taskType": "text-generation",
"total": 9,
"total": 10,
"unresolvedFailureCount": 4
},
"Mthreads_s4000|vllm|text-generation": {
@@ -29869,13 +29867,13 @@
"unresolvedFailureCount": 1
}
},
"terminalRecords": 16045,
"totalRecords": 16212,
"terminalRecords": 16046,
"totalRecords": 16213,
"totals": {
"attributableFailureCount": 5829,
"attributableFailureCount": 5830,
"decisionFailureRate": 0.8619,
"decisionSuccessRate": 0.1381,
"decisionTotal": 6763,
"decisionTotal": 6764,
"failureBreakdown": {
"ambiguous_runtime": 3836,
"architecture_compatibility": 212,
@@ -29887,28 +29885,26 @@
"model_load": 488,
"platform_infrastructure": 922,
"repository_structure": 734,
"runtime_memory": 83,
"runtime_memory": 84,
"tokenizer_compatibility": 659,
"参数/模板问题": 3132,
"日志缺失": 719,
"验证失败": 673
},
"failureCount": 15111,
"failureCount": 15112,
"failureRate": 0.9418,
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 922,
"successCount": 934,
"successRate": 0.0582,
"total": 16045,
"total": 16046,
"unresolvedFailureCount": 8360
},
"warnings": [
"GPU Iluvatar_bi-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 Cambricon_mlu-370-x8 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 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 Biren_166m 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 Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。",
@@ -29918,6 +29914,8 @@
"GPU Kunlunxin_p-800 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 Vastai_va16 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 Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。",
"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-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 Biren_166m|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -29948,12 +29946,12 @@
"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 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 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。"
]
},
"storageMode": "decision_state_only",
"summarizedRecords": 16212,
"summarizedRecords": 16213,
"version": 1
}

2
.modelhub_state/recent_outcomes.jsonl
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@@ -1,3 +1,4 @@
{"failReason": "runtime_memory", "failureAction": "lower_memory_risk_or_reject_combination", "failureCategory": "runtime_memory", "failureClassificationReason": "structured_device_oom", "failureCode": "DEVICE_OOM", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu", "framework": "vllm", "lastSyncTime": "2026-09-21T02:38:57.372787+00:00", "modelId": "nv-community/Llama-3_3-Nemotron-Super-49B-v1_5-NVFP4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-21T02:37:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4079201", "taskType": "text-generation", "verifyResult": -1}
{"failReason": null, "framework": "", "lastSyncTime": "2026-09-21T02:15:17.867390+00:00", "modelId": "BAAI/Automobile-llama3_1_8B_instruct", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-21T02:07:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4457986", "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": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "vllm", "lastSyncTime": "2026-09-21T01:35:45.556193+00:00", "modelId": "vllm-ascend/Qwen3-32B-w8a8sc-310-vllm-tp4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-21T01:23:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4079972", "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", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5_moe"], "framework": "", "lastSyncTime": "2026-09-20T23:43:40.271809+00:00", "modelId": "ornith-ai/Ornith-1.5-35B-A3B-MLX-8bit", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-20T23:43:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610385", "taskType": "text-generation", "verifyResult": -1}
@@ -297,4 +298,3 @@
{"failReason": null, "framework": "", "lastSyncTime": "2026-09-16T22:43:36.337604+00:00", "modelId": "BAAI/Automobile-llama3_1_8B_instruct", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-16T22:43:22+00:00", "targetGpu": "Vastai_va16", "taskId": "4471936", "taskType": "text-generation", "verifyResult": 1}
{"failReason": null, "framework": "", "lastSyncTime": "2026-09-16T22:18:05.914670+00:00", "modelId": "BAAI/CareBot_Medical_multi-llama3-8b-rl", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-16T22:17:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471939", "taskType": "text-generation", "verifyResult": 1}
{"failReason": null, "framework": "", "lastSyncTime": "2026-09-16T21:51:28.830496+00:00", "modelId": "BAAI/Hospitality-llama3_1_8B_instruct", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-16T21:43:22+00:00", "targetGpu": "Vastai_va16", "taskId": "4471934", "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": "2026-09-16T20:58:05.809820+00:00", "modelId": "r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T20:53:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4583446", "taskType": "text-generation", "verifyResult": -1}

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.modelhub_state/recovery_active_tasks.jsonl
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.modelhub_state/recovery_intents.jsonl
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