state: generation 23254 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -2984,7 +2984,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-11T01:40:41.755862+00:00",
+  "generatedAt": "2026-10-11T01:48:38.222380+00:00",
   "summary": {
     "activeBlockCount": 149,
     "byGpuFramework": {

.modelhub_state/market_intelligence.json

@@ -443,7 +443,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-11T01:47:10.568854+00:00",
+  "generatedAt": "2026-10-11T01:49:52.158326+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/official_capabilities.json

@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-11T01:47:10.568854+00:00",
+  "catalogUpdatedAt": "2026-10-11T01:49:52.158326+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-11T01:47:10.568854+00:00",
+  "generatedAt": "2026-10-11T01:49:52.158326+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6485,6 +6485,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-11T01:47:10.568854+00:00",
+  "taskTreeUpdatedAt": "2026-10-11T01:49:52.158326+00:00",
   "version": 1
 }

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-10-11T00:14:00.034515+00:00",
+  "generatedAt": "2026-10-11T01:48:38.137470+00:00",
-  "lastSyncTime": "2026-10-11T00:13:59.966347+00:00",
+  "lastSyncTime": "2026-10-11T01:48:37.879732+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -5062,10 +5062,10 @@
         "unresolvedFailureCount": 158
       },
       "Mthreads_s4000|vllm|text-generation": {
-        "attributableFailureCount": 86,
+        "attributableFailureCount": 87,
-        "decisionFailureRate": 0.7818,
+        "decisionFailureRate": 0.7838,
-        "decisionSuccessRate": 0.2182,
+        "decisionSuccessRate": 0.2162,
-        "decisionTotal": 110,
+        "decisionTotal": 111,
         "failureBreakdown": {
           "ambiguous_runtime": 81,
           "attention_backend": 2,
@@ -5076,20 +5076,20 @@
           "platform_infrastructure": 1,
           "repository_structure": 1,
           "runtime_memory": 5,
-          "tokenizer_compatibility": 4,
+          "tokenizer_compatibility": 5,
           "参数/模板问题": 25
         },
-        "failureCount": 193,
+        "failureCount": 194,
-        "failureRate": 0.8894,
+        "failureRate": 0.8899,
         "framework": "vllm",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 24,
-        "successRate": 0.1106,
+        "successRate": 0.1101,
         "targetGpu": "Mthreads_s4000",
         "taskType": "text-generation",
-        "total": 217,
+        "total": 218,
         "unresolvedFailureCount": 106
       },
       "Mthreads_s4000|vllm|visual-multi-modal": {
@@ -5716,10 +5716,10 @@
         "unresolvedFailureCount": 6552
       },
       "vllm": {
-        "attributableFailureCount": 3692,
+        "attributableFailureCount": 3693,
         "decisionFailureRate": 0.9716,
         "decisionSuccessRate": 0.0284,
-        "decisionTotal": 3800,
+        "decisionTotal": 3801,
         "failureBreakdown": {
           "ambiguous_runtime": 1606,
           "architecture_compatibility": 112,
@@ -5732,17 +5732,17 @@
           "platform_infrastructure": 881,
           "repository_structure": 470,
           "runtime_memory": 66,
-          "tokenizer_compatibility": 422,
+          "tokenizer_compatibility": 423,
           "参数/模板问题": 86
         },
-        "failureCount": 6265,
+        "failureCount": 6266,
         "failureRate": 0.9831,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 881,
         "successCount": 108,
         "successRate": 0.0169,
-        "total": 6373,
+        "total": 6374,
         "unresolvedFailureCount": 1692
       },
       "vllm-customized": {
@@ -5893,7 +5893,7 @@
         "unresolvedFailureCount": 332
       }
     },
-    "generatedAt": "2026-10-11T00:14:00.018882+00:00",
+    "generatedAt": "2026-10-11T01:48:38.124608+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 130,
@@ -6199,10 +6199,10 @@
         "unresolvedFailureCount": 815
       },
       "Mthreads_s4000": {
-        "attributableFailureCount": 90,
+        "attributableFailureCount": 91,
-        "decisionFailureRate": 0.6667,
+        "decisionFailureRate": 0.6691,
-        "decisionSuccessRate": 0.3333,
+        "decisionSuccessRate": 0.3309,
-        "decisionTotal": 135,
+        "decisionTotal": 136,
         "failureBreakdown": {
           "ambiguous_runtime": 127,
           "attention_backend": 2,
@@ -6213,19 +6213,19 @@
           "platform_infrastructure": 1,
           "repository_structure": 1,
           "runtime_memory": 5,
-          "tokenizer_compatibility": 4,
+          "tokenizer_compatibility": 5,
           "参数/模板问题": 82,
           "日志缺失": 96,
           "验证失败": 26
         },
-        "failureCount": 422,
+        "failureCount": 423,
-        "failureRate": 0.9036,
+        "failureRate": 0.9038,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 45,
-        "successRate": 0.0964,
+        "successRate": 0.0962,
-        "total": 467,
+        "total": 468,
         "unresolvedFailureCount": 331
       },
       "Sunrise_pt-200-x1": {
@@ -23073,14 +23073,15 @@
         "unresolvedFailureCount": 1
       },
       "Mthreads_s4000|vllm|text-generation|spark2_5|compressed-tensors": {
-        "attributableFailureCount": 1,
+        "attributableFailureCount": 2,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 1,
+        "decisionTotal": 2,
         "failureBreakdown": {
-          "framework_architecture_unsupported": 1
+          "framework_architecture_unsupported": 1,
+          "tokenizer_compatibility": 1
         },
-        "failureCount": 1,
+        "failureCount": 2,
         "failureRate": 1.0,
         "framework": "vllm",
         "modelType": "spark2_5",
@@ -23092,7 +23093,7 @@
         "successRate": 0.0,
         "targetGpu": "Mthreads_s4000",
         "taskType": "text-generation",
-        "total": 1,
+        "total": 2,
         "unresolvedFailureCount": 0
       },
       "Mthreads_s4000|vllm|text-generation|spark2_5|fp8": {
@@ -26547,9 +26548,9 @@
         "decisionTotal": 0,
         "failureBreakdown": {
           "ambiguous_runtime": 3,
-          "参数/模板问题": 2
+          "参数/模板问题": 1
         },
-        "failureCount": 5,
+        "failureCount": 4,
         "failureRate": 1.0,
         "framework": "vllm-mlu",
         "lastPlatformFailureAt": null,
@@ -26561,8 +26562,8 @@
         "successRate": 0.0,
         "targetGpu": "Cambricon_mlu-370-x4",
         "taskType": "text-generation",
-        "total": 5,
+        "total": 4,
-        "unresolvedFailureCount": 5
+        "unresolvedFailureCount": 4
       },
       "Cambricon_mlu-370-x8|vllm-mlu|text-generation": {
         "attributableFailureCount": 1,
@@ -26798,19 +26799,19 @@
         "unresolvedFailureCount": 13
       },
       "Mthreads_s4000|vllm|text-generation": {
-        "attributableFailureCount": 3,
+        "attributableFailureCount": 4,
-        "consecutiveFailures": 3,
+        "consecutiveFailures": 4,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 3,
+        "decisionTotal": 4,
         "failureBreakdown": {
           "ambiguous_runtime": 2,
           "framework_architecture_unsupported": 2,
-          "tokenizer_compatibility": 1,
+          "tokenizer_compatibility": 2,
           "参数/模板问题": 13
         },
-        "failureCount": 18,
+        "failureCount": 19,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
@@ -26822,7 +26823,7 @@
         "successRate": 0.0,
         "targetGpu": "Mthreads_s4000",
         "taskType": "text-generation",
-        "total": 18,
+        "total": 19,
         "unresolvedFailureCount": 15
       },
       "Sunrise_pt-200-x1|unknown|text-generation": {
@@ -27954,6 +27955,31 @@
         "total": 2,
         "unresolvedFailureCount": 0
       },
+      "Mthreads_s4000|vllm|text-generation|spark2_5|compressed-tensors": {
+        "attributableFailureCount": 1,
+        "consecutiveFailures": 1,
+        "decisionFailureRate": 1.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 1,
+        "failureBreakdown": {
+          "tokenizer_compatibility": 1
+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "vllm",
+        "lastTerminalAt": "2026-10-11T01:48:37.879732+00:00",
+        "modelType": "spark2_5",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "compressed-tensors",
+        "successCount": 0,
+        "successRate": 0.0,
+        "targetGpu": "Mthreads_s4000",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 0
+      },
       "Mthreads_s4000|vllm|text-generation|sse_swa_moba|none": {
         "attributableFailureCount": 0,
         "consecutiveFailures": 0,
@@ -53801,6 +53827,30 @@
         "total": 1,
         "unresolvedFailureCount": 1
       },
+      "Mthreads_s4000|vllm|text-generation|spark2_5|compressed-tensors|31": {
+        "attributableFailureCount": 1,
+        "decisionFailureRate": 1.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 1,
+        "failureBreakdown": {
+          "tokenizer_compatibility": 1
+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "vllm",
+        "loadSizeLog2Bucket": 31,
+        "modelType": "spark2_5",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "compressed-tensors",
+        "successCount": 0,
+        "successRate": 0.0,
+        "targetGpu": "Mthreads_s4000",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 0
+      },
       "Mthreads_s4000|vllm|text-generation|spark2_5|compressed-tensors|32": {
         "attributableFailureCount": 1,
         "decisionFailureRate": 1.0,
@@ -58799,13 +58849,13 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 17822,
+    "terminalRecords": 17823,
-    "totalRecords": 18347,
+    "totalRecords": 18348,
     "totals": {
-      "attributableFailureCount": 6317,
+      "attributableFailureCount": 6318,
       "decisionFailureRate": 0.8656,
       "decisionSuccessRate": 0.1344,
-      "decisionTotal": 7298,
+      "decisionTotal": 7299,
       "failureBreakdown": {
         "ambiguous_runtime": 4636,
         "architecture_compatibility": 212,
@@ -58818,19 +58868,19 @@
         "platform_infrastructure": 956,
         "repository_structure": 742,
         "runtime_memory": 101,
-        "tokenizer_compatibility": 692,
+        "tokenizer_compatibility": 693,
         "参数/模板问题": 3537,
         "日志缺失": 719,
         "验证失败": 676
       },
-      "failureCount": 16841,
+      "failureCount": 16842,
       "failureRate": 0.945,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 956,
       "successCount": 981,
       "successRate": 0.055,
-      "total": 17822,
+      "total": 17823,
       "unresolvedFailureCount": 9568
     },
     "warnings": [
@@ -58893,6 +58943,6 @@
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 18347,
+  "summarizedRecords": 18348,
   "version": 1
 }

.modelhub_state/recent_outcomes.jsonl

@@ -104,6 +104,7 @@
 {"failReason": "参数/模板问题", "framework": "vllm", "lastSyncTime": "2026-10-08T15:17:12.844374+00:00", "modelId": "nkkbr/Mini-K3-1H-mamba2-n128-g4-v1_C", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-07T17:55:56.663883+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358862", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "vllm", "lastSyncTime": "2026-10-08T15:17:12.844464+00:00", "modelId": "nkkbr/Mini-K3-1H-llama-gqa-block4-v1", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-07T17:55:56.628472+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358867", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "vllm", "lastSyncTime": "2026-10-08T15:17:12.844445+00:00", "modelId": "nkkbr/Mini-K3-1H-attnres-block1-v1_D", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-07T17:55:56.589748+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358863", "taskType": "text-generation", "verifyResult": null}
+{"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm", "lastSyncTime": "2026-10-11T01:48:37.879732+00:00", "modelId": "cyankiwi/Spark-X2.5-4B-AWQ-INT4", "modelProfile": {"architectures": ["Spark2_5ForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 2856860040, "estimatedRequiredGiB": 3.21, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "spark2_5", "modelscopeFileSize": 2872281308, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4112079360, "modelscopeTags": ["license:apache-2.0", "model_type:spark2_5", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:llm", "custom_tag:sparkx2_5"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 2872281308}, "outcome": "failed", "status": "success", "submitTime": "2026-10-07T17:55:56.580334+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358864", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "参数/模板问题", "framework": "vllm", "lastSyncTime": "2026-10-08T15:17:12.844437+00:00", "modelId": "nkkbr/Mini-K3-1H-kda-kernel-2-v2", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-07T17:55:56.566050+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358860", "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": "2026-10-10T08:46:52.988162+00:00", "modelId": "mlx-community/gpt-oss-20b-OptiQ-4bit", "modelProfile": {"architectures": ["GptOssForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 11623702006, "estimatedRequiredGiB": 13.022, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "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": "2026-10-07T17:15:34.052921+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358545", "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", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": "2026-10-09T17:21:37.653573+00:00", "modelId": "mlabonne/LFM2.5-230M-Chess", "modelProfile": {"architectures": ["Lfm2ForCausalLM"], "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5201, "estimatedRequiredGiB": 0.522, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "lfm2", "modelscopeFileSize": 467369015, "modelscopeLicense": "other", "modelscopeParams": 230688512, "modelscopeTags": ["license:other", "model_type:lfm2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:liquid", "custom_tag:lfm2.5", "custom_tag:chess"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 467369015}, "outcome": "failed", "status": "success", "submitTime": "2026-10-07T11:48:13.065781+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5353412", "taskType": "text-generation", "verifyResult": -1}
@@ -297,4 +298,3 @@
 {"failReason": "参数/模板问题", "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-10-08T02:03:59.168011+00:00", "modelId": "nkkbr/Mini-K3-1H-llama-gqa-standard-v1", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-25T18:56:43.363376+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5087339", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-10-08T02:03:59.167974+00:00", "modelId": "nkkbr/Mini-K3-1H-llama-mha-block4-v1", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-25T18:40:38.429411+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5087161", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-10-08T02:03:59.168125+00:00", "modelId": "nkkbr/Mini-K3-1H-llama-gqa-block4-v1", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-25T18:35:31.855189+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5087123", "taskType": "text-generation", "verifyResult": null}
-{"failReason": "参数/模板问题", "framework": "vllm-mlu", "lastSyncTime": "2026-09-26T21:44:28.758538+00:00", "modelId": "NovelAI/clio-v1-legacy", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-24T19:41:33.877071+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5067517", "taskType": "text-generation", "verifyResult": null}

manifest.json

@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.22.1",
   "checksums": {
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "5d53ac4fb84975cac052b703b3ce9a81d4f79c5d0bd0bd88991cfd40ffa90fc7",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "ef6b9536837f4d0a4e1a15f38e6f8bacc99004c866e4532d0d618300bc880b1c",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "eec2d27c59b7e6262943fc9ee9c61b2bb1f0271ecf6458a2e7c2bd0900d22138",
+    ".modelhub_state/market_intelligence.json": "1ed45a2774e1d5d4c69a500417f0ee2dd61b66fd2154848266fcbdf4930ae99c",
-    ".modelhub_state/official_capabilities.json": "278c105387bbf6a5278b7f54ab0fd6fc2d17a2ddd4b035d3cd0ff5b1dd60c579",
+    ".modelhub_state/official_capabilities.json": "87d6978ee7653d53bb86574eb3304ea568832b0ebe8d2525d541b7cd86925ccc",
-    ".modelhub_state/outcome_checkpoint.json": "46cb89f560ce86da8f5def8673a8e71ea7480690d4517a20b65e41972c21a8fb",
+    ".modelhub_state/outcome_checkpoint.json": "e0752fd91312512eabfc827a0ef57ae2986f3d8f42d42eb88a5dc90747a52a9c",
     ".modelhub_state/queue_cleanup_latest.json": "dc8fed055c6211f2d42aadd8bc544b66b0e7235cb8829df420d56721cfdd4a6d",
-    ".modelhub_state/recent_outcomes.jsonl": "7322a697b3b00753e56fa9d3be35f1f4f0203f312ff1a50151e2c7f0033b9b0e",
+    ".modelhub_state/recent_outcomes.jsonl": "210a75fe586c6eb4737d2327a38558d036c819459f12ee77eed1404ca5a3d454",
-    ".modelhub_state/recovery_active_tasks.jsonl": "793840877678511fe4a71655275c4e5a0a4552158550301543ec4dd54873b387",
+    ".modelhub_state/recovery_active_tasks.jsonl": "e2512d5720586032f584d0b00953bd1af6488ede422bb0237e6e5876472d9a1b",
-    ".modelhub_state/recovery_intents.jsonl": "300a27f50a348f4fe2eb85c7001b2fb95bf12128dd8e2edae8ac0fc866efdb03",
+    ".modelhub_state/recovery_intents.jsonl": "bc0f1ebda99a960251ac402e053ef3fd44feb2cdc5cfb71462d66c639706afed",
     ".modelhub_state/routing_intelligence.json": "c15780438114d5fe59a4fb92bc00c3c1a5691a8c85659a742d53566a03b74474",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f",
     "ledger/submissions.jsonl": "0442defd33d300ec9248c23f03af693ab26e69fe8419e08fa312c592fe0067a3",
-    "outcomes/submissions.jsonl": "b34a32319de0ab79bdc8da8b225329f86d981fa17f5ded26d39c1b05b7f5fe7d"
+    "outcomes/submissions.jsonl": "e5b01e3e189d6b82197b8e48b83fbf84e8eefd513cb00292c55850304550ef77"
   },
-  "generation": 23253,
+  "generation": 23254,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-11T01:47:36.788268+00:00",
+  "updatedAt": "2026-10-11T01:49:57.117138+00:00",
   "writerId": "43462b8a22de474db5c83d43b475a356"
 }

outcomes/submissions.jsonl

@@ -708,7 +708,6 @@
 {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-10-08T02:03:59.168041+00:00", "modelId": "juspay/xor-lite", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5033557128, "estimatedRequiredGiB": 5.637, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": null, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "model_type:llama", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:sglang", "custom_tag:typed-classification"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 5043603436}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-07T17:55:56.578464+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358858", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-10-08T02:03:59.168034+00:00", "modelId": "hcnote/SparkMuse-4B-INT4", "modelProfile": {"architectures": ["Spark2_5ForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 2938633112, "estimatedRequiredGiB": 3.296, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "spark2_5", "modelscopeFileSize": 2948792004, "modelscopeLicense": "apache-2.0", "modelscopeParams": 935831040, "modelscopeTags": ["license:apache-2.0", "model_type:spark2_5", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:creative-writing", "custom_tag:novel-generation", "custom_tag:roleplay", "custom_tag:nsfw", "custom_tag:quantized", "custom_tag:torchao", "custom_tag:int4", "custom_tag:long-context", "custom_tag:spark"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "torchao", "repositoryOnDiskBytes": 2948792004}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-07T17:55:56.584336+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358859", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-10-08T02:03:59.168086+00:00", "modelId": "burtenshaw/nanochat", "modelProfile": {"architectures": ["NanoChatForCausalLM"], "configFingerprint": "58bd440e460cf3e4d9271b3c32c451e80254e59faf47ce55dcda11588cf4117e", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 8583142248, "estimatedRequiredGiB": 9.603, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "nanochat", "modelscopeFileSize": 8592610065, "modelscopeLicense": "mit", "modelscopeParams": 161546240, "modelscopeTags": ["license:mit", "model_type:nanochat", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 8592610065}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-07T17:55:56.575879+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358857", "taskType": "text-generation", "verifyResult": null}
-{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-10-08T02:03:59.167927+00:00", "modelId": "cyankiwi/Spark-X2.5-4B-AWQ-INT4", "modelProfile": {"architectures": ["Spark2_5ForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 2856860040, "estimatedRequiredGiB": 3.21, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "spark2_5", "modelscopeFileSize": 2872281308, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4112079360, "modelscopeTags": ["license:apache-2.0", "model_type:spark2_5", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:llm", "custom_tag:sparkx2_5"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 2872281308}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-07T17:55:56.580334+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358864", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-10-08T02:03:59.168027+00:00", "modelId": "cyankiwi/K2-Horizon-3.7B-AWQ-FP8", "modelProfile": {"architectures": ["K2HorizonForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 6343991648, "estimatedRequiredGiB": 7.115, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "k2_horizon", "modelscopeFileSize": 6366013051, "modelscopeLicense": "apache-2.0", "modelscopeParams": 1716764160, "modelscopeTags": ["license:apache-2.0", "model_type:k2_horizon", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:k2-horizon", "custom_tag:3.7b", "custom_tag:dense", "custom_tag:open-weights", "custom_tag:ifm"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 6366013051}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-07T17:57:57.450138+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358870", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-10-08T02:03:59.168079+00:00", "modelId": "peculiar-ragdoll/Sharp-MiniCPM5-2B-MLX-oQ6e", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 2092366914, "estimatedRequiredGiB": 2.351, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 2103475788, "modelscopeLicense": "apache-2.0", "modelscopeParams": null, "modelscopeTags": ["license:apache-2.0", "model_type:llama", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:omlx", "custom_tag:apple-silicon", "custom_tag:oq", "custom_tag:llama", "custom_tag:minicpm", "custom_tag:imatrix", "custom_tag:long-context", "custom_tag:coding", "custom_tag:sharp-template", "custom_tag:6-bit"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 2103475788}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-07T17:57:57.356235+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358868", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-10-08T02:21:33.753253+00:00", "modelId": "ProCreations/BetterWright-K2-Horizon-7B-Uno", "modelProfile": {"architectures": ["K2HorizonForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 19395158128, "estimatedRequiredGiB": 21.699, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "k2_horizon", "modelscopeFileSize": 19416072650, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4022513664, "modelscopeTags": ["license:apache-2.0", "model_type:k2_horizon", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:betterwright", "custom_tag:browser-agent", "custom_tag:web-agent", "custom_tag:tool-use", "custom_tag:function-calling", "custom_tag:diffusion-language-model", "custom_tag:uno", "custom_tag:k2-horizon", "custom_tag:full-finetune"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 19416072650}, "outcome": "pending", "status": "waiting", "submitTime": "2026-10-07T17:57:57.561355+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5358949", "taskType": "text-generation", "verifyResult": null}