state: generation 31817 (intent)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -527,7 +527,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-23T14:43:17.461904+00:00",
+  "generatedAt": "2026-10-23T14:45:02.582695+00:00",
   "summary": {
     "activeBlockCount": 26,
     "byGpuFramework": {

.modelhub_state/market_intelligence.json

@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-23T14:38:40.665360+00:00",
+  "communityAttemptedAt": "2026-10-23T14:45:02.665583+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
   "communitySample": {},
   "communityUpdatedAt": null,
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-23T14:43:17.559622+00:00",
+  "generatedAt": "2026-10-23T14:45:02.665583+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/official_capabilities.json

@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-23T14:43:17.559622+00:00",
+  "catalogUpdatedAt": "2026-10-23T14:45:02.665583+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-23T14:43:17.559622+00:00",
+  "generatedAt": "2026-10-23T14:45:02.665583+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6101,6 +6101,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-23T14:43:17.559622+00:00",
+  "taskTreeUpdatedAt": "2026-10-23T14:45:02.665583+00:00",
   "version": 1
 }

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-10-23T13:27:17.825484+00:00",
+  "generatedAt": "2026-10-23T14:45:02.435401+00:00",
-  "lastSyncTime": "2026-10-23T13:27:17.751065+00:00",
+  "lastSyncTime": "2026-10-23T14:45:02.363525+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -2025,22 +2025,22 @@
           "repository_structure": 132,
           "runtime_memory": 1,
           "tokenizer_compatibility": 116,
-          "参数/模板问题": 291,
+          "参数/模板问题": 293,
           "日志缺失": 5,
           "验证失败": 47
         },
-        "failureCount": 1479,
+        "failureCount": 1481,
-        "failureRate": 0.9018,
+        "failureRate": 0.9019,
         "framework": "unknown",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 6,
         "successCount": 161,
-        "successRate": 0.0982,
+        "successRate": 0.0981,
         "targetGpu": "Iluvatar_mrv-100",
         "taskType": "text-generation",
-        "total": 1640,
+        "total": 1642,
-        "unresolvedFailureCount": 530
+        "unresolvedFailureCount": 532
       },
       "Iluvatar_mrv-100|unknown|text-to-image-generation": {
         "attributableFailureCount": 0,
@@ -3238,19 +3238,19 @@
           "repository_structure": 264,
           "runtime_memory": 3,
           "tokenizer_compatibility": 158,
-          "参数/模板问题": 3196,
+          "参数/模板问题": 3198,
           "日志缺失": 719,
           "验证失败": 673
         },
-        "failureCount": 8458,
+        "failureCount": 8460,
         "failureRate": 0.9122,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 42,
         "successCount": 814,
         "successRate": 0.0878,
-        "total": 9272,
+        "total": 9274,
-        "unresolvedFailureCount": 6556
+        "unresolvedFailureCount": 6558
       },
       "vllm": {
         "attributableFailureCount": 3717,
@@ -3430,7 +3430,7 @@
         "unresolvedFailureCount": 341
       }
     },
-    "generatedAt": "2026-10-23T13:27:17.805674+00:00",
+    "generatedAt": "2026-10-23T14:45:02.419752+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 133,
@@ -3643,19 +3643,19 @@
           "repository_structure": 133,
           "runtime_memory": 1,
           "tokenizer_compatibility": 118,
-          "参数/模板问题": 359,
+          "参数/模板问题": 361,
           "日志缺失": 6,
           "验证失败": 47
         },
-        "failureCount": 1770,
+        "failureCount": 1772,
-        "failureRate": 0.9091,
+        "failureRate": 0.9092,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 7,
         "successCount": 177,
-        "successRate": 0.0909,
+        "successRate": 0.0908,
-        "total": 1947,
+        "total": 1949,
-        "unresolvedFailureCount": 768
+        "unresolvedFailureCount": 770
       },
       "Kunlunxin_p-800": {
         "attributableFailureCount": 99,
@@ -25894,13 +25894,13 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 0,
         "failureBreakdown": {
-          "参数/模板问题": 19
+          "参数/模板问题": 20
         },
-        "failureCount": 19,
+        "failureCount": 20,
         "failureRate": 1.0,
         "framework": "unknown",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-10-08T12:14:09.655780+00:00",
+        "lastTerminalAt": "2026-10-23T14:45:02.363525+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -25908,8 +25908,8 @@
         "successRate": 0.0,
         "targetGpu": "Iluvatar_mrv-100",
         "taskType": "text-generation",
-        "total": 19,
+        "total": 20,
-        "unresolvedFailureCount": 19
+        "unresolvedFailureCount": 20
       },
       "Iluvatar_mrv-100|vllm|text-generation": {
         "attributableFailureCount": 6,
@@ -26001,9 +26001,9 @@
         "failureBreakdown": {
           "backend_operator": 2,
           "model_load": 1,
-          "参数/模板问题": 7
+          "参数/模板问题": 5
         },
-        "failureCount": 10,
+        "failureCount": 8,
         "failureRate": 1.0,
         "framework": "vllm_tokenizer_patch",
         "lastPlatformFailureAt": null,
@@ -26015,8 +26015,8 @@
         "successRate": 0.0,
         "targetGpu": "MetaX_c-500",
         "taskType": "text-generation",
-        "total": 10,
+        "total": 8,
-        "unresolvedFailureCount": 7
+        "unresolvedFailureCount": 5
       },
       "MetaX_c-500|vllm|text-generation": {
         "attributableFailureCount": 1,
@@ -61150,8 +61150,8 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 17992,
+    "terminalRecords": 17994,
-    "totalRecords": 18536,
+    "totalRecords": 18538,
     "totals": {
       "attributableFailureCount": 6370,
       "decisionFailureRate": 0.866,
@@ -61170,19 +61170,19 @@
         "repository_structure": 742,
         "runtime_memory": 101,
         "tokenizer_compatibility": 698,
-        "参数/模板问题": 3597,
+        "参数/模板问题": 3599,
         "日志缺失": 719,
         "验证失败": 676
       },
-      "failureCount": 17006,
+      "failureCount": 17008,
       "failureRate": 0.9452,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 972,
       "successCount": 986,
       "successRate": 0.0548,
-      "total": 17992,
+      "total": 17994,
-      "unresolvedFailureCount": 9664
+      "unresolvedFailureCount": 9666
     },
     "warnings": [
       "GPU Ascend_910-b4 本地统计失败率偏高（≥50%），建议重点关注。",
@@ -61237,14 +61237,14 @@
       "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 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 Cambricon_mlu-370-x4|vllm-mlu|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|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|vllm_tokenizer_patch|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_mrv-100|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|llamacpp|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
-      "组合 Kunlunxin_p-800|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 Kunlunxin_p-800|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|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": 18536,
+  "summarizedRecords": 18538,
   "version": 1
 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,5 @@
+{"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-10-23T14:45:02.363525+00:00", "modelId": "XHToken/Spark-X2.5-1.7B-Base", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-23T14:44:16+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "5373903", "taskType": "text-generation", "verifyResult": null}
+{"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-10-23T14:45:02.363489+00:00", "modelId": "OsaurusAI/Raptor-0.6.1-preview-4B-JANG_6M", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-23T14:44:15+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "5321057", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-10-22T17:13:40.774233+00:00", "modelId": "bench-labs/cagliostro-v3.5", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-22T16:50:25+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5321498", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-10-22T05:17:40.370515+00:00", "modelId": "cyankiwi/Qwen-AgentWorld-35B-A3B-AWQ-FP8", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-22T05:16:39+00:00", "targetGpu": "MetaX_c-500", "taskId": "5679853", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-10-22T05:17:40.370435+00:00", "modelId": "cyankiwi/Ornith-1.0-35B-AWQ-FP8", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-22T05:16:38+00:00", "targetGpu": "MetaX_c-500", "taskId": "5679352", "taskType": "text-generation", "verifyResult": null}
@@ -296,5 +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": "vllm_fix_tokenizer", "lastSyncTime": "2026-10-21T21:16:24.481190+00:00", "modelId": "juspay/Xor-26B-A4B-NVFP4", "modelProfile": {"architectures": ["Gemma4ForConditionalGeneration"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 18788485588, "estimatedRequiredGiB": 21.039, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "gemma4", "modelscopeFileSize": 18825737204, "modelscopeLicense": "apache-2.0", "modelscopeParams": 14386943566, "modelscopeTags": ["license:apache-2.0", "model_type:gemma4", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:sglang", "custom_tag:mixture-of-experts", "custom_tag:typed-classification", "custom_tag:gemma4", "custom_tag:nvfp4", "custom_tag:modelopt", "custom_tag:quantized"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "modelopt", "repositoryOnDiskBytes": 18825737204}, "outcome": "failed", "status": "success", "submitTime": "2026-10-06T08:52:27.158144+00:00", "targetGpu": "Biren_166m", "taskId": "5320010", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "参数/模板问题", "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-10-07T14:09:53.041515+00:00", "modelId": "mlx-community/XYZ-Aquila-mini-OptiQ-4bit-REAP-18B", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-06T08:52:26.657696+00:00", "targetGpu": "MetaX_c-500", "taskId": "5319990", "taskType": "text-generation", "verifyResult": null}
 {"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_tokenizer_patch", "lastSyncTime": "2026-10-07T06:27:34.062566+00:00", "modelId": "mlx-community/gpt-oss-20b-OptiQ-4bit", "modelProfile": {"architectures": ["GptOssForCausalLM"], "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 11623702006, "estimatedRequiredGiB": 13.022, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "gpt_oss", "modelscopeFileSize": 11651702017, "modelscopeLicense": "apache-2.0", "modelscopeParams": 3982569024, "modelscopeTags": ["license:apache-2.0", "model_type:gpt_oss", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:openai", "custom_tag:gpt-oss", "custom_tag:mlx", "custom_tag:quantized", "custom_tag:4bit", "custom_tag:mixed-precision", "custom_tag:optiq", "custom_tag:moe", "custom_tag:apple-silicon", "custom_tag:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 11651702017}, "outcome": "failed", "status": "success", "submitTime": "2026-10-06T08:52:26.475735+00:00", "targetGpu": "MetaX_c-500", "taskId": "5319987", "taskType": "text-generation", "verifyResult": -1}
-{"failReason": "参数/模板问题", "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-10-07T14:09:53.041505+00:00", "modelId": "barozp/Qwen3.8-Whittle-MoE-27B-MLX-4bit", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-06T08:52:26.456691+00:00", "targetGpu": "MetaX_c-500", "taskId": "5319984", "taskType": "text-generation", "verifyResult": null}
-{"failReason": "参数/模板问题", "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-10-10T12:22:04.159211+00:00", "modelId": "nkkbr/Mini-K3-1H-attn-2kda-2mla-nope-v2", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-06T08:52:26.446600+00:00", "targetGpu": "MetaX_c-500", "taskId": "5319986", "taskType": "text-generation", "verifyResult": null}

.modelhub_state/recovery_intents.jsonl

@@ -3733,6 +3733,18 @@
 {"batchId": "4ba40262d41d4141871a82e2c8ef7e3d", "completedAt": "2026-10-23T09:25:25.190554+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T09:25:22.571790+00:00", "framework": "vllm_tokenizer_patch", "intentId": "16d775d2d9e84b2c9f96cd48661d178c", "lastModified": "2026-10-21T19:08:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-23T14:43:29.986673+00:00", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5735872", "taskType": "text-generation"}
 {"batchId": "3240b9dc6ea34cfa957079f469e9ae4b", "completedAt": "2026-10-23T11:15:29.377844+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T11:15:26.821111+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3d111b54d33a4ad6a01ce40afe6240df", "lastModified": "2026-10-22T01:37:07+00:00", "modelAddress": "https://modelscope.cn/models/RecursiveSI/flint-int4", "reason": null, "reconciledAt": "2026-10-23T14:43:29.986125+00:00", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5737151", "taskType": "text-generation"}
 {"batchId": "3d8c0e91978f43e09b0ff79b372b0077", "completedAt": "2026-10-23T13:28:14.742077+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-23T13:27:58.482566+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2bbf1c38663f4f2a91f1f3c5a47eb79f", "lastModified": "2026-10-21T16:38:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-23T14:43:29.983745+00:00", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5738981", "taskType": "text-generation"}
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