CoolBoy/submmit
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

state: generation 8367 (cycle)

Browse Source
This commit is contained in:
CoolBoy
2026-09-16 19:56:50 +00:00
parent 753553bb32
commit 7543499431
10 changed files with 2100 additions and 2077 deletions
Download Patch File Download Diff File Expand all files Collapse all files

2
.modelhub_state/architecture_compatibility_blacklist.json
View File

@@ -1695,7 +1695,7 @@
"taskType": "text-generation" "taskType": "text-generation"
} }
}, },
"generatedAt": "2026-09-16T19:53:45.537208+00:00", "generatedAt": "2026-09-16T19:56:49.829868+00:00",
"summary": { "summary": {
"activeBlockCount": 82, "activeBlockCount": 82,
"byGpuFramework": { "byGpuFramework": {

6
.modelhub_state/architecture_history_backfill.json
View File

@@ -51,7 +51,7 @@
"4": { "4": {
"complete": false, "complete": false,
"lastError": "ModelHubAPIError: 系统错误", "lastError": "ModelHubAPIError: 系统错误",
"listingErrors": 610, "listingErrors": 611,
"nextPage": 1, "nextPage": 1,
"recordsScanned": 0, "recordsScanned": 0,
"uniqueRecords": 0 "uniqueRecords": 0
@@ -102,12 +102,12 @@
"cutoffAt": "2026-09-04T03:55:51.365685+00:00", "cutoffAt": "2026-09-04T03:55:51.365685+00:00",
"failureLogsInspected": 0, "failureLogsInspected": 0,
"mode": "incremental_decision_only", "mode": "incremental_decision_only",
"nextAccountIndex": 4, "nextAccountIndex": 5,
"recordsScanned": 0, "recordsScanned": 0,
"seenTaskIds": [], "seenTaskIds": [],
"startedAt": "2026-09-04T03:55:51.365685+00:00", "startedAt": "2026-09-04T03:55:51.365685+00:00",
"terminalRecords": 0, "terminalRecords": 0,
"uniqueRecords": 0, "uniqueRecords": 0,
"updatedAt": "2026-09-16T19:53:45.514051+00:00", "updatedAt": "2026-09-16T19:56:49.806052+00:00",
"version": 1 "version": 1
} }

2
.modelhub_state/market_intelligence.json
View File

@@ -416,7 +416,7 @@
} }
}, },
"frameworkUpdatedAt": null, "frameworkUpdatedAt": null,
"generatedAt": "2026-09-16T19:52:13.752000+00:00", "generatedAt": "2026-09-16T19:54:57.553321+00:00",
"gpuStats": { "gpuStats": {
"Ascend_910-b3": { "Ascend_910-b3": {
"available": true, "available": true,

1506
.modelhub_state/official_capabilities.json
View File

File diff suppressed because it is too large Load Diff

180
.modelhub_state/outcome_checkpoint.json
View File

@@ -1,6 +1,6 @@
{ {
"generatedAt": "2026-09-16T19:45:32.258486+00:00", "generatedAt": "2026-09-16T19:54:49.143345+00:00",
"lastSyncTime": "2026-09-16T19:45:29.643298+00:00", "lastSyncTime": "2026-09-16T19:54:46.652476+00:00",
"recentLimit": 300, "recentLimit": 300,
"report": { "report": {
"architectureCompatibilityBlocks": { "architectureCompatibilityBlocks": {
@@ -1900,54 +1900,54 @@
"unresolvedFailureCount": 42 "unresolvedFailureCount": 42
}, },
"Biren_166m|unknown|text-generation": { "Biren_166m|unknown|text-generation": {
"attributableFailureCount": 37, "attributableFailureCount": 38,
"decisionFailureRate": 0.9487, "decisionFailureRate": 0.95,
"decisionSuccessRate": 0.0513, "decisionSuccessRate": 0.05,
"decisionTotal": 39, "decisionTotal": 40,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 31, "ambiguous_runtime": 31,
"backend_operator": 4, "backend_operator": 4,
"framework_architecture_unsupported": 27, "framework_architecture_unsupported": 27,
"memory_capacity": 1, "memory_capacity": 1,
"model_load": 3, "model_load": 3,
"runtime_memory": 1, "runtime_memory": 2,
"tokenizer_compatibility": 1, "tokenizer_compatibility": 1,
"参数/模板问题": 1, "参数/模板问题": 1,
"验证失败": 27 "验证失败": 27
}, },
"failureCount": 96, "failureCount": 97,
"failureRate": 0.9796, "failureRate": 0.9798,
"framework": "unknown", "framework": "unknown",
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 0, "platformFailureCount": 0,
"successCount": 2, "successCount": 2,
"successRate": 0.0204, "successRate": 0.0202,
"targetGpu": "Biren_166m", "targetGpu": "Biren_166m",
"taskType": "text-generation", "taskType": "text-generation",
"total": 98, "total": 99,
"unresolvedFailureCount": 59 "unresolvedFailureCount": 59
}, },
"Biren_166m|vllm|text-generation": { "Biren_166m|vllm|text-generation": {
"attributableFailureCount": 17, "attributableFailureCount": 18,
"decisionFailureRate": 0.9444, "decisionFailureRate": 0.9474,
"decisionSuccessRate": 0.0556, "decisionSuccessRate": 0.0526,
"decisionTotal": 18, "decisionTotal": 19,
"failureBreakdown": { "failureBreakdown": {
"framework_architecture_unsupported": 12, "framework_architecture_unsupported": 13,
"model_load": 5 "model_load": 5
}, },
"failureCount": 17, "failureCount": 18,
"failureRate": 0.9444, "failureRate": 0.9474,
"framework": "vllm", "framework": "vllm",
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 0, "platformFailureCount": 0,
"successCount": 1, "successCount": 1,
"successRate": 0.0556, "successRate": 0.0526,
"targetGpu": "Biren_166m", "targetGpu": "Biren_166m",
"taskType": "text-generation", "taskType": "text-generation",
"total": 18, "total": 19,
"unresolvedFailureCount": 0 "unresolvedFailureCount": 0
}, },
"Cambricon_mlu-370-x4|unknown|text-generation": { "Cambricon_mlu-370-x4|unknown|text-generation": {
@@ -2761,10 +2761,10 @@
"unresolvedFailureCount": 8 "unresolvedFailureCount": 8
}, },
"unknown": { "unknown": {
"attributableFailureCount": 184, "attributableFailureCount": 185,
"decisionFailureRate": 0.7449, "decisionFailureRate": 0.746,
"decisionSuccessRate": 0.2551, "decisionSuccessRate": 0.254,
"decisionTotal": 247, "decisionTotal": 248,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 157, "ambiguous_runtime": 157,
"backend_operator": 4, "backend_operator": 4,
@@ -2772,30 +2772,30 @@
"memory_capacity": 5, "memory_capacity": 5,
"model_load": 46, "model_load": 46,
"platform_infrastructure": 1, "platform_infrastructure": 1,
"runtime_memory": 1, "runtime_memory": 2,
"tokenizer_compatibility": 5, "tokenizer_compatibility": 5,
"参数/模板问题": 73, "参数/模板问题": 73,
"验证失败": 673 "验证失败": 673
}, },
"failureCount": 1088, "failureCount": 1089,
"failureRate": 0.9453, "failureRate": 0.9453,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 1, "platformFailureCount": 1,
"successCount": 63, "successCount": 63,
"successRate": 0.0547, "successRate": 0.0547,
"total": 1151, "total": 1152,
"unresolvedFailureCount": 903 "unresolvedFailureCount": 903
}, },
"vllm": { "vllm": {
"attributableFailureCount": 372, "attributableFailureCount": 373,
"decisionFailureRate": 0.9612, "decisionFailureRate": 0.9613,
"decisionSuccessRate": 0.0388, "decisionSuccessRate": 0.0387,
"decisionTotal": 387, "decisionTotal": 388,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 222, "ambiguous_runtime": 222,
"backend_operator": 35, "backend_operator": 35,
"framework_architecture_unsupported": 276, "framework_architecture_unsupported": 277,
"memory_capacity": 7, "memory_capacity": 7,
"model_load": 31, "model_load": 31,
"platform_infrastructure": 2, "platform_infrastructure": 2,
@@ -2804,14 +2804,14 @@
"tokenizer_compatibility": 9, "tokenizer_compatibility": 9,
"参数/模板问题": 31 "参数/模板问题": 31
}, },
"failureCount": 627, "failureCount": 628,
"failureRate": 0.9766, "failureRate": 0.9767,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 2, "platformFailureCount": 2,
"successCount": 15, "successCount": 15,
"successRate": 0.0234, "successRate": 0.0233,
"total": 642, "total": 643,
"unresolvedFailureCount": 253 "unresolvedFailureCount": 253
}, },
"vllm-mlu": { "vllm-mlu": {
@@ -2922,7 +2922,7 @@
"unresolvedFailureCount": 5 "unresolvedFailureCount": 5
} }
}, },
"generatedAt": "2026-09-16T19:45:32.252226+00:00", "generatedAt": "2026-09-16T19:54:49.138247+00:00",
"gpuSummaries": { "gpuSummaries": {
"Ascend_910-b3": { "Ascend_910-b3": {
"attributableFailureCount": 49, "attributableFailureCount": 49,
@@ -2973,29 +2973,29 @@
"unresolvedFailureCount": 231 "unresolvedFailureCount": 231
}, },
"Biren_166m": { "Biren_166m": {
"attributableFailureCount": 54, "attributableFailureCount": 56,
"decisionFailureRate": 0.9474, "decisionFailureRate": 0.9492,
"decisionSuccessRate": 0.0526, "decisionSuccessRate": 0.0508,
"decisionTotal": 57, "decisionTotal": 59,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 31, "ambiguous_runtime": 31,
"backend_operator": 4, "backend_operator": 4,
"framework_architecture_unsupported": 39, "framework_architecture_unsupported": 40,
"memory_capacity": 1, "memory_capacity": 1,
"model_load": 8, "model_load": 8,
"runtime_memory": 1, "runtime_memory": 2,
"tokenizer_compatibility": 1, "tokenizer_compatibility": 1,
"参数/模板问题": 1, "参数/模板问题": 1,
"验证失败": 27 "验证失败": 27
}, },
"failureCount": 113, "failureCount": 115,
"failureRate": 0.9741, "failureRate": 0.9746,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 0, "platformFailureCount": 0,
"successCount": 3, "successCount": 3,
"successRate": 0.0259, "successRate": 0.0254,
"total": 116, "total": 118,
"unresolvedFailureCount": 59 "unresolvedFailureCount": 59
}, },
"Cambricon_mlu-370-x4": { "Cambricon_mlu-370-x4": {
@@ -3621,14 +3621,14 @@
"unresolvedFailureCount": 0 "unresolvedFailureCount": 0
}, },
"Biren_166m|vllm|text-generation|qwen3_5|modelopt": { "Biren_166m|vllm|text-generation|qwen3_5|modelopt": {
"attributableFailureCount": 1, "attributableFailureCount": 2,
"decisionFailureRate": 1.0, "decisionFailureRate": 1.0,
"decisionSuccessRate": 0.0, "decisionSuccessRate": 0.0,
"decisionTotal": 1, "decisionTotal": 2,
"failureBreakdown": { "failureBreakdown": {
"framework_architecture_unsupported": 1 "framework_architecture_unsupported": 2
}, },
"failureCount": 1, "failureCount": 2,
"failureRate": 1.0, "failureRate": 1.0,
"framework": "vllm", "framework": "vllm",
"modelType": "qwen3_5", "modelType": "qwen3_5",
@@ -3640,7 +3640,7 @@
"successRate": 0.0, "successRate": 0.0,
"targetGpu": "Biren_166m", "targetGpu": "Biren_166m",
"taskType": "text-generation", "taskType": "text-generation",
"total": 1, "total": 2,
"unresolvedFailureCount": 0 "unresolvedFailureCount": 0
}, },
"Biren_166m|vllm|text-generation|qwen3_5|none": { "Biren_166m|vllm|text-generation|qwen3_5|none": {
@@ -6298,32 +6298,32 @@
"unresolvedFailureCount": 7 "unresolvedFailureCount": 7
}, },
"Biren_166m|unknown|text-generation": { "Biren_166m|unknown|text-generation": {
"attributableFailureCount": 11, "attributableFailureCount": 12,
"consecutiveFailures": 5, "consecutiveFailures": 6,
"consecutivePlatformFailures": 0, "consecutivePlatformFailures": 0,
"decisionFailureRate": 0.9167, "decisionFailureRate": 0.9231,
"decisionSuccessRate": 0.0833, "decisionSuccessRate": 0.0769,
"decisionTotal": 12, "decisionTotal": 13,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 5, "ambiguous_runtime": 5,
"framework_architecture_unsupported": 9, "framework_architecture_unsupported": 9,
"model_load": 1, "model_load": 1,
"runtime_memory": 1, "runtime_memory": 2,
"参数/模板问题": 1 "参数/模板问题": 1
}, },
"failureCount": 17, "failureCount": 18,
"failureRate": 0.9444, "failureRate": 0.9474,
"framework": "unknown", "framework": "unknown",
"lastPlatformFailureAt": null, "lastPlatformFailureAt": null,
"lastTerminalAt": "2026-09-16T19:45:29.643282+00:00", "lastTerminalAt": "2026-09-16T19:54:46.652476+00:00",
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 0, "platformFailureCount": 0,
"successCount": 1, "successCount": 1,
"successRate": 0.0556, "successRate": 0.0526,
"targetGpu": "Biren_166m", "targetGpu": "Biren_166m",
"taskType": "text-generation", "taskType": "text-generation",
"total": 18, "total": 19,
"unresolvedFailureCount": 6 "unresolvedFailureCount": 6
}, },
"Cambricon_mlu-370-x4|unknown|text-generation": { "Cambricon_mlu-370-x4|unknown|text-generation": {
@@ -7312,6 +7312,30 @@
"total": 1, "total": 1,
"unresolvedFailureCount": 0 "unresolvedFailureCount": 0
}, },
"Biren_166m|vllm|text-generation|qwen3_5|modelopt|33": {
"attributableFailureCount": 1,
"decisionFailureRate": 1.0,
"decisionSuccessRate": 0.0,
"decisionTotal": 1,
"failureBreakdown": {
"framework_architecture_unsupported": 1
},
"failureCount": 1,
"failureRate": 1.0,
"framework": "vllm",
"loadSizeLog2Bucket": 33,
"modelType": "qwen3_5",
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"quantizationMethod": "modelopt",
"successCount": 0,
"successRate": 0.0,
"targetGpu": "Biren_166m",
"taskType": "text-generation",
"total": 1,
"unresolvedFailureCount": 0
},
"Biren_166m|vllm|text-generation|qwen3_5|modelopt|34": { "Biren_166m|vllm|text-generation|qwen3_5|modelopt|34": {
"attributableFailureCount": 1, "attributableFailureCount": 1,
"decisionFailureRate": 1.0, "decisionFailureRate": 1.0,
@@ -11115,34 +11139,34 @@
"unresolvedFailureCount": 0 "unresolvedFailureCount": 0
} }
}, },
"terminalRecords": 2042, "terminalRecords": 2044,
"totalRecords": 2136, "totalRecords": 2138,
"totals": { "totals": {
"attributableFailureCount": 660, "attributableFailureCount": 662,
"decisionFailureRate": 0.8907, "decisionFailureRate": 0.891,
"decisionSuccessRate": 0.1093, "decisionSuccessRate": 0.109,
"decisionTotal": 741, "decisionTotal": 743,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 494, "ambiguous_runtime": 494,
"backend_operator": 45, "backend_operator": 45,
"framework_architecture_unsupported": 434, "framework_architecture_unsupported": 435,
"memory_capacity": 12, "memory_capacity": 12,
"model_load": 85, "model_load": 85,
"platform_infrastructure": 10, "platform_infrastructure": 10,
"repository_structure": 8, "repository_structure": 8,
"runtime_memory": 16, "runtime_memory": 17,
"tokenizer_compatibility": 60, "tokenizer_compatibility": 60,
"参数/模板问题": 124, "参数/模板问题": 124,
"验证失败": 673 "验证失败": 673
}, },
"failureCount": 1961, "failureCount": 1963,
"failureRate": 0.9603, "failureRate": 0.9604,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 10, "platformFailureCount": 10,
"successCount": 81, "successCount": 81,
"successRate": 0.0397, "successRate": 0.0396,
"total": 2042, "total": 2044,
"unresolvedFailureCount": 1291 "unresolvedFailureCount": 1291
}, },
"warnings": [ "warnings": [
@@ -11150,14 +11174,14 @@
"GPU Iluvatar_mrv-100 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 Sunrise_pt-200-x1 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 Ascend_910-b4 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 Biren_166m 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 Iluvatar_bi-150 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 hygon_k100-ai 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 Cambricon_mlu-370-x4 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 Ascend_910-b3 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 Cambricon_mlu-370-x8 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 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 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。", "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。",
"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。", "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。",
"组合 Vastai_va16|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 Vastai_va16|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。",
@@ -11182,6 +11206,6 @@
] ]
}, },
"storageMode": "decision_state_only", "storageMode": "decision_state_only",
"summarizedRecords": 2136, "summarizedRecords": 2138,
"version": 1 "version": 1
} }

2
.modelhub_state/recent_outcomes.jsonl
View File

@@ -1,3 +1,4 @@
{"failReason": "runtime_memory", "failureAction": "lower_memory_risk_or_reject_combination", "failureCategory": "runtime_memory", "failureClassificationReason": "structured_device_oom", "failureCode": "DEVICE_OOM", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu", "framework": "", "lastSyncTime": "2026-09-16T19:54:46.652476+00:00", "modelId": "neuralmagic/gemma-2-2b-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T19:47:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610350", "taskType": "text-generation", "verifyResult": -1}
{"failReason": "runtime_memory", "failureAction": "lower_memory_risk_or_reject_combination", "failureCategory": "runtime_memory", "failureClassificationReason": "structured_device_oom", "failureCode": "DEVICE_OOM", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu", "framework": "", "lastSyncTime": "2026-09-16T19:45:29.643282+00:00", "modelId": "neuralmagic/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T19:39:22+00:00", "targetGpu": "Biren_166m", "taskId": "4610346", "taskType": "text-generation", "verifyResult": -1} {"failReason": "runtime_memory", "failureAction": "lower_memory_risk_or_reject_combination", "failureCategory": "runtime_memory", "failureClassificationReason": "structured_device_oom", "failureCode": "DEVICE_OOM", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu", "framework": "", "lastSyncTime": "2026-09-16T19:45:29.643282+00:00", "modelId": "neuralmagic/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T19:39:22+00:00", "targetGpu": "Biren_166m", "taskId": "4610346", "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"], "framework": "", "lastSyncTime": "2026-09-16T19:09:33.045349+00:00", "modelId": "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T19:05:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4583236", "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"], "framework": "", "lastSyncTime": "2026-09-16T19:09:33.045349+00:00", "modelId": "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T19:05:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4583236", "taskType": "text-generation", "verifyResult": -1}
{"failReason": null, "framework": "", "lastSyncTime": "2026-09-16T19:00:52.657033+00:00", "modelId": "solidrust/Llama-3-8B-Instruct-v0.4-AWQ", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-16T18:53:23+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4595687", "taskType": "text-generation", "verifyResult": 1} {"failReason": null, "framework": "", "lastSyncTime": "2026-09-16T19:00:52.657033+00:00", "modelId": "solidrust/Llama-3-8B-Instruct-v0.4-AWQ", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-16T18:53:23+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4595687", "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", "framework": "", "lastSyncTime": "2026-09-10T17:30:55.344638+00:00", "modelId": "nm-testing/nonuniform", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T17:29:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497068", "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": "2026-09-10T17:30:55.344638+00:00", "modelId": "nm-testing/nonuniform", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T17:29:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497068", "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": "2026-09-10T17:03:45.496007+00:00", "modelId": "RedHatAI/starcoder2-3b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T17:01:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497067", "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": "2026-09-10T17:03:45.496007+00:00", "modelId": "RedHatAI/starcoder2-3b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T17:01:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497067", "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": "2026-09-10T17:03:45.496018+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T17:01:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4496941", "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": "2026-09-10T17:03:45.496018+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T17:01:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4496941", "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": "2026-09-10T17:03:45.495985+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W8A8-FP8-Channelwise-compressed-tensors", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T16:59:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497055", "taskType": "text-generation", "verifyResult": -1}

1232
.modelhub_state/recovery_active_tasks.jsonl
View File

File diff suppressed because it is too large Load Diff

1224
.modelhub_state/recovery_intents.jsonl
View File

File diff suppressed because it is too large Load Diff

22
manifest.json
View File

@@ -1,24 +1,24 @@
{ {
"agentVersion": "2026.09.04.4", "agentVersion": "2026.09.04.4",
"checksums": { "checksums": {
".modelhub_state/architecture_compatibility_blacklist.json": "a61b68ee26a7bbb6cccbd17944e75fd8a5f3c151d7ab01dfe7ef90352e47214f", ".modelhub_state/architecture_compatibility_blacklist.json": "c6561fb058a1d4f8ac5494c3e2e5096224aba901d7b923d9c6e030a513a1911e",
".modelhub_state/architecture_history_backfill.json": "804aaadc8ce28369a6460463996d2fc22acb6b5b5f9512e2b0c1ebe7a3691f75", ".modelhub_state/architecture_history_backfill.json": "03345913910bbc26693308a62373faf10ec4e71278b25f395286b307abe74150",
".modelhub_state/market_intelligence.json": "fab12ce8f0a854c2a4a510bf2052950d869ebfb3a2922c8ada289f4728e1c7b8", ".modelhub_state/market_intelligence.json": "3a4748bbf913355d4af621a652037b7e494169a05dcbf8c6e30ba3b55ec83557",
".modelhub_state/official_capabilities.json": "8fcd246e9185eaa2bbd3dc7844e168f0ab0175bf75303012dd8cc6166987c51d", ".modelhub_state/official_capabilities.json": "ed828651ba73b7933d85b3de857e6c799a284b46b635c3a977b0d82e3b23076a",
".modelhub_state/outcome_checkpoint.json": "0702b1e013b6b4607775cd6e874865515fa412b7c52524d678422bebbb4d3fb6", ".modelhub_state/outcome_checkpoint.json": "abf8b4e9d81dd4259a8b2a9a8178d5e67cd77580f9febfd0611b779569aa1e6c",
".modelhub_state/queue_cleanup_latest.json": "6efc9c53e83b721aeef2737f2e8d2302bafc1b418ea8a73a5e15fec5b4fb2912", ".modelhub_state/queue_cleanup_latest.json": "6efc9c53e83b721aeef2737f2e8d2302bafc1b418ea8a73a5e15fec5b4fb2912",
".modelhub_state/recent_outcomes.jsonl": "2c240e1cbb78aafb210e4cf263c1bb1bef8f2870c37565f59d43c17e43dc16f0", ".modelhub_state/recent_outcomes.jsonl": "77d876f72fb09fe7d99f4dfbfe2b21eaa3b392263e5acc4dca78498b24786f85",
".modelhub_state/recovery_active_tasks.jsonl": "54d968d4003427a0fad660459b2f2f46f87321184e22fab9794c233b9af75fa6", ".modelhub_state/recovery_active_tasks.jsonl": "1632326cb505f17e0c498fb7946781229d57c64289ef068e926e597f48aed589",
".modelhub_state/recovery_intents.jsonl": "26224128d4080e5a1e635110cd159aafe8e9b21ba975b8bce9676f1a91594a0f", ".modelhub_state/recovery_intents.jsonl": "d84c99ddd74ee66d2c9ec55074ff3b8b8f4973372c449fe82eb6a5fab5824df9",
".modelhub_state/routing_intelligence.json": "008e6b54a9b7e1bc15577d1efc269953cea31d9de94d820a59dc3a61a5e8019c", ".modelhub_state/routing_intelligence.json": "008e6b54a9b7e1bc15577d1efc269953cea31d9de94d820a59dc3a61a5e8019c",
".modelhub_state/submission_exclusions.jsonl": "632739c6cd6a2dd2237572ba18e6a390c5aa37ce56a18a2c1341d78569421552", ".modelhub_state/submission_exclusions.jsonl": "632739c6cd6a2dd2237572ba18e6a390c5aa37ce56a18a2c1341d78569421552",
".modelhub_state/worker_crashes.jsonl": "b41d1dda7bab11bedd96de40fecd2d416e47396901b3283f48a56de5d6348983", ".modelhub_state/worker_crashes.jsonl": "b41d1dda7bab11bedd96de40fecd2d416e47396901b3283f48a56de5d6348983",
"ledger/submissions.jsonl": "3b61b453072f18e2753111224ea4908619d137da4e25b2d84b9dca9737a986d4", "ledger/submissions.jsonl": "3b61b453072f18e2753111224ea4908619d137da4e25b2d84b9dca9737a986d4",
"outcomes/submissions.jsonl": "963671947584de445c10bce04c39db7d37c847c5603ca0a3d8c829156f176a8a" "outcomes/submissions.jsonl": "f0d7c33dd4428ec460a875fe35feceac4702c7949cd3c27531b4495c05427e50"
}, },
"generation": 8366, "generation": 8367,
"phase": "cycle", "phase": "cycle",
"schemaVersion": 1, "schemaVersion": 1,
"updatedAt": "2026-09-16T19:53:45.627465+00:00", "updatedAt": "2026-09-16T19:56:50.476258+00:00",
"writerId": "eccb3e0018f640d19e578c271a207b5c" "writerId": "eccb3e0018f640d19e578c271a207b5c"
} }

1
outcomes/submissions.jsonl
View File

@@ -136,7 +136,6 @@
{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-08T14:58:38.614275+00:00", "modelId": "OpenBMB/MiniCPM5-2B", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5033557096, "estimatedRequiredGiB": 5.637, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 5043805854, "modelscopeLicense": "apache-2.0", "modelscopeParams": 2516756480, "modelscopeTags": ["license:apache-2.0", "model_type:llama", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:minicpm", "custom_tag:minicpm5", "custom_tag:llama", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-calling", "custom_tag:on-device", "custom_tag:edge-ai"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 5043805854}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T06:46:06.799047+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4712803", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-08T14:58:38.614275+00:00", "modelId": "OpenBMB/MiniCPM5-2B", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5033557096, "estimatedRequiredGiB": 5.637, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 5043805854, "modelscopeLicense": "apache-2.0", "modelscopeParams": 2516756480, "modelscopeTags": ["license:apache-2.0", "model_type:llama", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:minicpm", "custom_tag:minicpm5", "custom_tag:llama", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-calling", "custom_tag:on-device", "custom_tag:edge-ai"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 5043805854}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T06:46:06.799047+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4712803", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-08T14:58:38.614444+00:00", "modelId": "XHToken/Spark-X2.5-4B-FP8", "modelProfile": {"architectures": ["Spark2_5ForCausalLM"], "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 4450260320, "estimatedRequiredGiB": 4.991, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "spark2_5", "modelscopeFileSize": 4465562659, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "model_type:spark2_5", "library:safetensors", "library:", "task:text-generation", "custom_tag:llm", "custom_tag:sparkx2_5"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "fp8", "repositoryOnDiskBytes": 4465562659}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T06:46:11.792714+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4712824", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-08T14:58:38.614444+00:00", "modelId": "XHToken/Spark-X2.5-4B-FP8", "modelProfile": {"architectures": ["Spark2_5ForCausalLM"], "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 4450260320, "estimatedRequiredGiB": 4.991, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "spark2_5", "modelscopeFileSize": 4465562659, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "model_type:spark2_5", "library:safetensors", "library:", "task:text-generation", "custom_tag:llm", "custom_tag:sparkx2_5"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "fp8", "repositoryOnDiskBytes": 4465562659}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T06:46:11.792714+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4712824", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-08T15:18:01.903556+00:00", "modelId": "OpenBMB/MiniCPM5-2B", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5033557096, "estimatedRequiredGiB": 5.637, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 5043805854, "modelscopeLicense": "apache-2.0", "modelscopeParams": 2516756480, "modelscopeTags": ["license:apache-2.0", "model_type:llama", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:minicpm", "custom_tag:minicpm5", "custom_tag:llama", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-calling", "custom_tag:on-device", "custom_tag:edge-ai"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 5043805854}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T07:15:16.493472+00:00", "targetGpu": "Biren_166m", "taskId": "4713227", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-08T15:18:01.903556+00:00", "modelId": "OpenBMB/MiniCPM5-2B", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5033557096, "estimatedRequiredGiB": 5.637, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 5043805854, "modelscopeLicense": "apache-2.0", "modelscopeParams": 2516756480, "modelscopeTags": ["license:apache-2.0", "model_type:llama", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:minicpm", "custom_tag:minicpm5", "custom_tag:llama", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-calling", "custom_tag:on-device", "custom_tag:edge-ai"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 5043805854}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T07:15:16.493472+00:00", "targetGpu": "Biren_166m", "taskId": "4713227", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-08T15:18:01.903633+00:00", "modelId": "ornith-ai/Ornith-1.5-9B-NVFP4", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 8818103892, "estimatedRequiredGiB": 9.883, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 8842796317, "modelscopeLicense": "mit", "modelscopeParams": 6728625904, "modelscopeTags": ["license:mit", "model_type:qwen3_5", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "modelopt", "repositoryOnDiskBytes": 8842796317}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T07:15:16.486536+00:00", "targetGpu": "Biren_166m", "taskId": "4713230", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-08T15:18:01.903644+00:00", "modelId": "cyankiwi/Apodex-1.1-mini-AWQ-INT4", "modelProfile": {"architectures": ["Qwen3_5MoeForConditionalGeneration"], "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 26119812080, "estimatedRequiredGiB": 29.233, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe", "modelscopeFileSize": 26156887523, "modelscopeLicense": "apache-2.0", "modelscopeParams": 35951822704, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5_moe", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agent", "custom_tag:apodex", "custom_tag:arxiv:2608.23283"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 26156887523}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T07:15:16.487544+00:00", "targetGpu": "Biren_166m", "taskId": "4713228", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-08T15:18:01.903644+00:00", "modelId": "cyankiwi/Apodex-1.1-mini-AWQ-INT4", "modelProfile": {"architectures": ["Qwen3_5MoeForConditionalGeneration"], "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 26119812080, "estimatedRequiredGiB": 29.233, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe", "modelscopeFileSize": 26156887523, "modelscopeLicense": "apache-2.0", "modelscopeParams": 35951822704, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5_moe", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agent", "custom_tag:apodex", "custom_tag:arxiv:2608.23283"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 26156887523}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T07:15:16.487544+00:00", "targetGpu": "Biren_166m", "taskId": "4713228", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-08T15:18:01.903614+00:00", "modelId": "empero-ai/Qwen3.8-4B-Distill", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5777, "estimatedRequiredGiB": 10.441, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 9342747188, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4659865088, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:empero-ai", "custom_tag:qwen3.5", "custom_tag:qwen3.8", "custom_tag:distillation", "custom_tag:reasoning", "custom_tag:function-calling", "custom_tag:sft"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 9342747188}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T07:15:16.515462+00:00", "targetGpu": "Biren_166m", "taskId": "4713229", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-08T15:18:01.903614+00:00", "modelId": "empero-ai/Qwen3.8-4B-Distill", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5777, "estimatedRequiredGiB": 10.441, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 9342747188, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4659865088, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:empero-ai", "custom_tag:qwen3.5", "custom_tag:qwen3.8", "custom_tag:distillation", "custom_tag:reasoning", "custom_tag:function-calling", "custom_tag:sft"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 9342747188}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T07:15:16.515462+00:00", "targetGpu": "Biren_166m", "taskId": "4713229", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-08T15:18:01.903627+00:00", "modelId": "XHToken/Spark-X2.5-4B-FP8", "modelProfile": {"architectures": ["Spark2_5ForCausalLM"], "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 4450260320, "estimatedRequiredGiB": 4.991, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "spark2_5", "modelscopeFileSize": 4465562659, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "model_type:spark2_5", "library:safetensors", "library:", "task:text-generation", "custom_tag:llm", "custom_tag:sparkx2_5"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "fp8", "repositoryOnDiskBytes": 4465562659}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T07:15:24.160342+00:00", "targetGpu": "Biren_166m", "taskId": "4713232", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-08T15:18:01.903627+00:00", "modelId": "XHToken/Spark-X2.5-4B-FP8", "modelProfile": {"architectures": ["Spark2_5ForCausalLM"], "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 4450260320, "estimatedRequiredGiB": 4.991, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "spark2_5", "modelscopeFileSize": 4465562659, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "model_type:spark2_5", "library:safetensors", "library:", "task:text-generation", "custom_tag:llm", "custom_tag:sparkx2_5"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "fp8", "repositoryOnDiskBytes": 4465562659}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-08T07:15:24.160342+00:00", "targetGpu": "Biren_166m", "taskId": "4713232", "taskType": "text-generation", "verifyResult": null}