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state: generation 11153 (cycle)

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CoolBoy
2026-09-21 03:49:30 +00:00
parent 796025973c
commit c56e0479ef
9 changed files with 1711 additions and 1691 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": 3,
"evidenceCount": 2,
"expiresAt": "2026-10-20T11:23:21+00:00",
"framework": "vllm",
"latestFailureAt": "2026-09-20T11:23:21+00:00",
@@ -260,13 +260,11 @@
"modelType": "qwen3_5",
"sourceModelIds": [
"logic65/Qwen3.8-Whittle-w50-18.3B-unrepaired",
"ewinregirgojr/Qwen3.8-9B-Instruct-Turbo",
"ewinregirgojr/Qwen3.8-14B-Instruct-Turbo"
"ewinregirgojr/Qwen3.8-9B-Instruct-Turbo"
],
"sourceTaskIds": [
"4523512",
"4464446",
"4490182"
"4464446"
],
"targetGpu": "Ascend_910-b3",
"taskType": "text-generation"
@@ -2469,7 +2467,7 @@
"taskType": "text-generation"
}
},
"generatedAt": "2026-09-21T03:45:51.960071+00:00",
"generatedAt": "2026-09-21T03:49:22.356932+00:00",
"summary": {
"activeBlockCount": 122,
"byGpuFramework": {

2
.modelhub_state/market_intelligence.json
View File

@@ -425,7 +425,7 @@
}
},
"frameworkUpdatedAt": null,
"generatedAt": "2026-09-21T03:48:20.517907+00:00",
"generatedAt": "2026-09-21T03:49:29.068421+00:00",
"gpuStats": {
"Ascend_910-b3": {
"available": true,

6
.modelhub_state/official_capabilities.json
View File

@@ -1,5 +1,5 @@
{
"catalogUpdatedAt": "2026-09-21T03:48:20.517907+00:00",
"catalogUpdatedAt": "2026-09-21T03:49:29.068421+00:00",
"configuredTaskTypes": [
"text-generation"
],
@@ -56,7 +56,7 @@
"time-series-forecasting"
],
"errors": [],
"generatedAt": "2026-09-21T03:48:20.517907+00:00",
"generatedAt": "2026-09-21T03:49:29.068421+00:00",
"gpuCatalog": {
"Ascend_910-b3": {
"canVerify": true,
@@ -6442,6 +6442,6 @@
"updateTime": "2025-12-22 08:59:53"
}
],
"taskTreeUpdatedAt": "2026-09-21T03:48:20.517907+00:00",
"taskTreeUpdatedAt": "2026-09-21T03:49:29.068421+00:00",
"version": 1
}

127
.modelhub_state/outcome_checkpoint.json
View File

@@ -1,6 +1,6 @@
{
"generatedAt": "2026-09-21T03:45:51.885355+00:00",
"lastSyncTime": "2026-09-21T03:45:50.542891+00:00",
"generatedAt": "2026-09-21T03:49:22.289651+00:00",
"lastSyncTime": "2026-09-21T03:49:21.585717+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": 3,
"evidenceCount": 2,
"expiresAt": "2026-10-20T11:23:21+00:00",
"framework": "vllm",
"latestFailureAt": "2026-09-20T11:23:21+00:00",
@@ -264,13 +264,11 @@
"modelType": "qwen3_5",
"sourceModelIds": [
"logic65/Qwen3.8-Whittle-w50-18.3B-unrepaired",
"ewinregirgojr/Qwen3.8-9B-Instruct-Turbo",
"ewinregirgojr/Qwen3.8-14B-Instruct-Turbo"
"ewinregirgojr/Qwen3.8-9B-Instruct-Turbo"
],
"sourceTaskIds": [
"4523512",
"4464446",
"4490182"
"4464446"
],
"targetGpu": "Ascend_910-b3",
"taskType": "text-generation"
@@ -4442,7 +4440,7 @@
"decisionSuccessRate": 0.2299,
"decisionTotal": 87,
"failureBreakdown": {
"ambiguous_runtime": 60,
"ambiguous_runtime": 61,
"backend_operator": 8,
"framework_architecture_unsupported": 49,
"memory_capacity": 1,
@@ -4452,18 +4450,18 @@
"tokenizer_compatibility": 1,
"参数/模板问题": 12
},
"failureCount": 139,
"failureRate": 0.8742,
"failureCount": 140,
"failureRate": 0.875,
"framework": "vllm",
"pendingCount": 0,
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"platformFailureCount": 0,
"successCount": 20,
"successRate": 0.1258,
"successRate": 0.125,
"targetGpu": "Mthreads_s4000",
"taskType": "text-generation",
"total": 159,
"unresolvedFailureCount": 72
"total": 160,
"unresolvedFailureCount": 73
},
"Mthreads_s4000|vllm|visual-multi-modal": {
"attributableFailureCount": 1,
@@ -5089,7 +5087,7 @@
"decisionSuccessRate": 0.0231,
"decisionTotal": 3589,
"failureBreakdown": {
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"ambiguous_runtime": 1463,
"architecture_compatibility": 112,
"attention_backend": 1,
"backend_operator": 84,
@@ -5103,15 +5101,15 @@
"tokenizer_compatibility": 410,
"参数/模板问题": 41
},
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"failureCount": 5874,
"failureRate": 0.9861,
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 864,
"successCount": 83,
"successRate": 0.0139,
"total": 5956,
"unresolvedFailureCount": 1503
"total": 5957,
"unresolvedFailureCount": 1504
},
"vllm-customized": {
"attributableFailureCount": 2,
@@ -5249,7 +5247,7 @@
"unresolvedFailureCount": 60
}
},
"generatedAt": "2026-09-21T03:45:51.875473+00:00",
"generatedAt": "2026-09-21T03:49:22.279754+00:00",
"gpuSummaries": {
"Ascend_910-b3": {
"attributableFailureCount": 90,
@@ -5551,7 +5549,7 @@
"decisionSuccessRate": 0.3604,
"decisionTotal": 111,
"failureBreakdown": {
"ambiguous_runtime": 106,
"ambiguous_runtime": 107,
"backend_operator": 8,
"framework_architecture_unsupported": 50,
"memory_capacity": 1,
@@ -5563,15 +5561,15 @@
"日志缺失": 96,
"验证失败": 26
},
"failureCount": 355,
"failureRate": 0.8987,
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"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"successCount": 40,
"successRate": 0.1013,
"total": 395,
"unresolvedFailureCount": 284
"successRate": 0.101,
"total": 396,
"unresolvedFailureCount": 285
},
"Sunrise_pt-200-x1": {
"attributableFailureCount": 732,
@@ -12559,9 +12557,9 @@
"decisionSuccessRate": 0.0,
"decisionTotal": 0,
"failureBreakdown": {
"ambiguous_runtime": 1
"ambiguous_runtime": 2
},
"failureCount": 1,
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"failureRate": 1.0,
"framework": "vllm",
"modelType": "lfm2",
@@ -12573,8 +12571,8 @@
"successRate": 0.0,
"targetGpu": "Mthreads_s4000",
"taskType": "text-generation",
"total": 1,
"unresolvedFailureCount": 1
"total": 2,
"unresolvedFailureCount": 2
},
"Mthreads_s4000|vllm|text-generation|llama|awq": {
"attributableFailureCount": 0,
@@ -13897,18 +13895,18 @@
"unresolvedFailureCount": 10
},
"Ascend_910-b3|vllm|text-generation": {
"attributableFailureCount": 7,
"consecutiveFailures": 7,
"attributableFailureCount": 6,
"consecutiveFailures": 6,
"consecutivePlatformFailures": 0,
"decisionFailureRate": 1.0,
"decisionSuccessRate": 0.0,
"decisionTotal": 7,
"decisionTotal": 6,
"failureBreakdown": {
"ambiguous_runtime": 5,
"framework_architecture_unsupported": 6,
"framework_architecture_unsupported": 5,
"tokenizer_compatibility": 1
},
"failureCount": 12,
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"failureRate": 1.0,
"framework": "vllm",
"lastPlatformFailureAt": null,
@@ -13920,7 +13918,7 @@
"successRate": 0.0,
"targetGpu": "Ascend_910-b3",
"taskType": "text-generation",
"total": 12,
"total": 11,
"unresolvedFailureCount": 5
},
"Ascend_910-b4|vllm_tokenizer_patch|text-generation": {
@@ -14505,12 +14503,12 @@
"decisionSuccessRate": 0.0,
"decisionTotal": 7,
"failureBreakdown": {
"ambiguous_runtime": 3,
"ambiguous_runtime": 4,
"backend_operator": 2,
"framework_architecture_unsupported": 4,
"runtime_memory": 1
},
"failureCount": 10,
"failureCount": 11,
"failureRate": 1.0,
"framework": "vllm",
"lastPlatformFailureAt": null,
@@ -14522,8 +14520,8 @@
"successRate": 0.0,
"targetGpu": "Mthreads_s4000",
"taskType": "text-generation",
"total": 10,
"unresolvedFailureCount": 3
"total": 11,
"unresolvedFailureCount": 4
},
"Sunrise_pt-200-x1|unknown|text-generation": {
"attributableFailureCount": 0,
@@ -18237,6 +18235,31 @@
"total": 1,
"unresolvedFailureCount": 1
},
"Mthreads_s4000|vllm|text-generation|lfm2|none": {
"attributableFailureCount": 0,
"consecutiveFailures": 0,
"decisionFailureRate": 0.0,
"decisionSuccessRate": 0.0,
"decisionTotal": 0,
"failureBreakdown": {
"ambiguous_runtime": 1
},
"failureCount": 1,
"failureRate": 1.0,
"framework": "vllm",
"lastTerminalAt": "2026-09-21T03:49:21.585693+00:00",
"modelType": "lfm2",
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"quantizationMethod": "none",
"successCount": 0,
"successRate": 0.0,
"targetGpu": "Mthreads_s4000",
"taskType": "text-generation",
"total": 1,
"unresolvedFailureCount": 1
},
"Mthreads_s4000|vllm|text-generation|sophia_hybrid|none": {
"attributableFailureCount": 0,
"consecutiveFailures": 0,
@@ -28519,9 +28542,9 @@
"decisionSuccessRate": 0.0,
"decisionTotal": 0,
"failureBreakdown": {
"ambiguous_runtime": 1
"ambiguous_runtime": 2
},
"failureCount": 1,
"failureCount": 2,
"failureRate": 1.0,
"framework": "vllm",
"loadSizeLog2Bucket": 29,
@@ -28534,8 +28557,8 @@
"successRate": 0.0,
"targetGpu": "Mthreads_s4000",
"taskType": "text-generation",
"total": 1,
"unresolvedFailureCount": 1
"total": 2,
"unresolvedFailureCount": 2
},
"Mthreads_s4000|vllm|text-generation|llama|awq|30": {
"attributableFailureCount": 0,
@@ -30373,15 +30396,15 @@
"unresolvedFailureCount": 1
}
},
"terminalRecords": 16071,
"totalRecords": 16248,
"terminalRecords": 16072,
"totalRecords": 16249,
"totals": {
"attributableFailureCount": 5836,
"decisionFailureRate": 0.8617,
"decisionSuccessRate": 0.1383,
"decisionTotal": 6773,
"failureBreakdown": {
"ambiguous_runtime": 3843,
"ambiguous_runtime": 3844,
"architecture_compatibility": 212,
"attention_backend": 1,
"backend_operator": 102,
@@ -30397,31 +30420,31 @@
"日志缺失": 719,
"验证失败": 673
},
"failureCount": 15134,
"failureCount": 15135,
"failureRate": 0.9417,
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 922,
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"successRate": 0.0583,
"total": 16071,
"unresolvedFailureCount": 8376
"total": 16072,
"unresolvedFailureCount": 8377
},
"warnings": [
"GPU Iluvatar_mrv-100 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 Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Kunlunxin_p-800 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 Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。",
"GPU Iluvatar_bi-100 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-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 Cambricon_mlu-370-x4 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 hygon_k100-ai 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。",
"组合 Iluvatar_bi-150|vllm|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 Sunrise_pt-200-x1|vllm_fix_tokenizer|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。",
@@ -30458,6 +30481,6 @@
]
},
"storageMode": "decision_state_only",
"summarizedRecords": 16248,
"summarizedRecords": 16249,
"version": 1
}

2
.modelhub_state/recent_outcomes.jsonl
View File

@@ -174,6 +174,7 @@
{"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": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-21T00:42:10.765050+00:00", "modelId": "JANGQ-AI/AppleScript-8B-JANG_4M", "modelProfile": {"architectures": ["ZayaForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 7915599888, "estimatedRequiredGiB": 8.885, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "zaya", "modelscopeFileSize": 7950463599, "modelscopeLicense": "other", "modelscopeParams": 2274126328, "modelscopeTags": ["license:other", "model_type:zaya", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:applescript", "custom_tag:macos", "custom_tag:computer-use", "custom_tag:agent", "custom_tag:tool-calling", "custom_tag:function-calling", "custom_tag:mlx", "custom_tag:moe", "custom_tag:osaurus"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 7950463599}, "outcome": "failed", "status": "success", "submitTime": "2026-09-20T03:25:24.240446+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4969618", "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": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-21T00:42:10.765072+00:00", "modelId": "OpenBMB/BitCPM-CANN-8B", "modelProfile": {"architectures": ["MiniCPMForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16370604914, "estimatedRequiredGiB": 18.305, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "minicpm", "modelscopeFileSize": 16378634956, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "model_type:minicpm", "library:pytorch", "library:transformer", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16378634956}, "outcome": "failed", "status": "success", "submitTime": "2026-09-20T03:25:24.238793+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4969621", "taskType": "text-generation", "verifyResult": -1}
{"failReason": "参数/模板问题", "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-09-21T01:08:25.664243+00:00", "modelId": "logic65/Qwen3.8-Whittle-w50-18.3B-unrepaired", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-20T03:24:23.636965+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4969578", "taskType": "text-generation", "verifyResult": null}
{"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": "2026-09-21T03:49:21.585693+00:00", "modelId": "LiquidAI/LFM2.5-1.2B-Thinking-MLX-6bit", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 951093016, "estimatedRequiredGiB": 1.068, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": 955963132, "modelscopeLicense": "other", "modelscopeParams": 256113408, "modelscopeTags": ["license:other", "model_type:lfm2", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:edge", "custom_tag:mlx", "custom_tag:reasoning"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 955963132}, "outcome": "failed", "status": "success", "submitTime": "2026-09-20T03:18:43.404646+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4969501", "taskType": "text-generation", "verifyResult": -1}
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@@ -297,4 +298,3 @@
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