state: generation 21915 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -2777,7 +2777,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-07T16:13:00.136169+00:00",
+  "generatedAt": "2026-10-07T16:20:51.452825+00:00",
   "summary": {
     "activeBlockCount": 140,
     "byGpuFramework": {

.modelhub_state/market_intelligence.json

@@ -434,7 +434,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-07T16:19:48.051256+00:00",
+  "generatedAt": "2026-10-07T16:21:59.017546+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/official_capabilities.json

@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-07T16:19:48.051256+00:00",
+  "catalogUpdatedAt": "2026-10-07T16:21:59.017546+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-07T16:19:48.051256+00:00",
+  "generatedAt": "2026-10-07T16:21:59.017546+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6971,6 +6971,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-07T16:19:48.051256+00:00",
+  "taskTreeUpdatedAt": "2026-10-07T16:21:59.017546+00:00",
   "version": 1
 }

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-10-07T16:13:00.043287+00:00",
+  "generatedAt": "2026-10-07T16:20:51.359635+00:00",
-  "lastSyncTime": "2026-10-07T16:12:59.741980+00:00",
+  "lastSyncTime": "2026-10-07T16:20:51.065423+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -3366,25 +3366,25 @@
         "decisionSuccessRate": 0.2571,
         "decisionTotal": 35,
         "failureBreakdown": {
-          "ambiguous_runtime": 48,
+          "ambiguous_runtime": 49,
           "framework_architecture_unsupported": 22,
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           "platform_infrastructure": 1,
           "参数/模板问题": 1,
           "验证失败": 3
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-        "failureCount": 79,
+        "failureCount": 80,
-        "failureRate": 0.8977,
+        "failureRate": 0.8989,
         "framework": "vllm-mlu",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 9,
-        "successRate": 0.1023,
+        "successRate": 0.1011,
         "targetGpu": "Cambricon_mlu-370-x4",
         "taskType": "text-generation",
-        "total": 88,
+        "total": 89,
-        "unresolvedFailureCount": 52
+        "unresolvedFailureCount": 53
       },
       "Cambricon_mlu-370-x4|vllm|text-generation": {
         "attributableFailureCount": 25,
@@ -5562,7 +5562,7 @@
         "decisionSuccessRate": 0.3333,
         "decisionTotal": 66,
         "failureBreakdown": {
-          "ambiguous_runtime": 102,
+          "ambiguous_runtime": 103,
           "framework_architecture_unsupported": 36,
           "model_load": 7,
           "platform_infrastructure": 1,
@@ -5570,15 +5570,15 @@
           "参数/模板问题": 4,
           "验证失败": 3
         },
-        "failureCount": 154,
+        "failureCount": 155,
-        "failureRate": 0.875,
+        "failureRate": 0.8757,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 22,
-        "successRate": 0.125,
+        "successRate": 0.1243,
-        "total": 176,
+        "total": 177,
-        "unresolvedFailureCount": 109
+        "unresolvedFailureCount": 110
       },
       "vllm-patch-tokenizer": {
         "attributableFailureCount": 65,
@@ -5681,7 +5681,7 @@
         "unresolvedFailureCount": 257
       }
     },
-    "generatedAt": "2026-10-07T16:12:59.974916+00:00",
+    "generatedAt": "2026-10-07T16:20:51.341956+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 119,
@@ -5774,7 +5774,7 @@
         "decisionSuccessRate": 0.0888,
         "decisionTotal": 833,
         "failureBreakdown": {
-          "ambiguous_runtime": 513,
+          "ambiguous_runtime": 514,
           "architecture_compatibility": 53,
           "context_length": 48,
           "framework_architecture_unsupported": 311,
@@ -5787,15 +5787,15 @@
           "日志缺失": 13,
           "验证失败": 42
         },
-        "failureCount": 1630,
+        "failureCount": 1631,
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         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 16,
         "successCount": 74,
         "successRate": 0.0434,
-        "total": 1704,
+        "total": 1705,
-        "unresolvedFailureCount": 855
+        "unresolvedFailureCount": 856
       },
       "Cambricon_mlu-370-x8": {
         "attributableFailureCount": 64,
@@ -11096,9 +11096,9 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 0,
         "failureBreakdown": {
-          "ambiguous_runtime": 2
+          "ambiguous_runtime": 3
         },
-        "failureCount": 2,
+        "failureCount": 3,
         "failureRate": 1.0,
         "framework": "vllm-mlu",
         "modelType": "lfm2",
@@ -11110,8 +11110,8 @@
         "successRate": 0.0,
         "targetGpu": "Cambricon_mlu-370-x4",
         "taskType": "text-generation",
-        "total": 2,
+        "total": 3,
-        "unresolvedFailureCount": 2
+        "unresolvedFailureCount": 3
       },
       "Cambricon_mlu-370-x4|vllm-mlu|text-generation|llama|awq": {
         "attributableFailureCount": 0,
@@ -37119,6 +37119,30 @@
         "total": 2,
         "unresolvedFailureCount": 2
       },
+      "Cambricon_mlu-370-x4|vllm-mlu|text-generation|lfm2|none|30": {
+        "attributableFailureCount": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 0,
+        "failureBreakdown": {
+          "ambiguous_runtime": 1
+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "vllm-mlu",
+        "loadSizeLog2Bucket": 30,
+        "modelType": "lfm2",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "none",
+        "successCount": 0,
+        "successRate": 0.0,
+        "targetGpu": "Cambricon_mlu-370-x4",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 1
+      },
       "Cambricon_mlu-370-x4|vllm-mlu|text-generation|llama|awq|30": {
         "attributableFailureCount": 0,
         "decisionFailureRate": 0.0,
@@ -58350,15 +58374,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 17411,
+    "terminalRecords": 17412,
-    "totalRecords": 17668,
+    "totalRecords": 17669,
     "totals": {
       "attributableFailureCount": 6249,
       "decisionFailureRate": 0.8647,
       "decisionSuccessRate": 0.1353,
       "decisionTotal": 7227,
       "failureBreakdown": {
-        "ambiguous_runtime": 4571,
+        "ambiguous_runtime": 4572,
         "architecture_compatibility": 212,
         "attention_backend": 3,
         "backend_operator": 129,
@@ -58374,15 +58398,15 @@
         "日志缺失": 719,
         "验证失败": 676
       },
-      "failureCount": 16433,
+      "failureCount": 16434,
       "failureRate": 0.9438,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 952,
       "successCount": 978,
       "successRate": 0.0562,
-      "total": 17411,
+      "total": 17412,
-      "unresolvedFailureCount": 9232
+      "unresolvedFailureCount": 9233
     },
     "warnings": [
       "GPU MetaX_c-500 本地统计失败率偏高（≥50%），建议重点关注。",
@@ -58391,14 +58415,14 @@
       "GPU hygon_k100-ai 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 Ascend_910-b3 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。",
+      "GPU Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Kunlunxin_p-800 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Ascend_910-b4 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Cambricon_mlu-370-x4 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Iluvatar_bi-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 Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。",
       "组合 Vastai_va16|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Ascend_910-b3|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Iluvatar_mrv-100|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -58443,6 +58467,6 @@
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 17668,
+  "summarizedRecords": 17669,
   "version": 1
 }

manifest.json

@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "21a60130e3fdeba22e10af67fc31c88fefcffec736fe90b3ceeb982dd39dc01e",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "acc61e7b985953acb7892fcab1ced1a44eea2c1f5ce8a38a6c1d248aa04a478b",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "e1a0943cfa30f2a06ed57c9469e2fd264d0d5015f3f83cd59eb142d2f58b3558",
+    ".modelhub_state/market_intelligence.json": "f1ee28f0a442d963d5a837d5771239dfc310244de54d276f8fd7f058a24ec347",
-    ".modelhub_state/official_capabilities.json": "13685d6be7da2419e3fadd96ab6b59d4bf97638cc2c41344312ece0a3e44ebce",
+    ".modelhub_state/official_capabilities.json": "a6e07162ecedab634839915971b13fdefaace03a25e2b866c9a98f4d4c085b62",
-    ".modelhub_state/outcome_checkpoint.json": "ccd8ec5b01bc6533c9850164adaa5fbd4bfeddd1a8182e1d93d738d8046644fe",
+    ".modelhub_state/outcome_checkpoint.json": "ca0b3d975c207b01fbe4c72765871706bb1440c455511bb40f74b4b59cadb3f9",
     ".modelhub_state/queue_cleanup_latest.json": "81db69056896fcc0282a683fe01164f1de86b8b4ba0258960890ab24480ee020",
     ".modelhub_state/recent_outcomes.jsonl": "a2c6345b30a1593cfc3eae6fb570cf6842492f62094c4325176903c0fe201db1",
-    ".modelhub_state/recovery_active_tasks.jsonl": "681e2677f8fd7d779f3a0c13e8d953c51d027e439935b96bc8fe41710c48235a",
+    ".modelhub_state/recovery_active_tasks.jsonl": "085b42af429b5b76aed92a2b920fe7c7bfa7d3a07d3a45691cb9c8c4dfcd67f7",
-    ".modelhub_state/recovery_intents.jsonl": "9007ec4acecac4bfd11281838fc18ef772387ffe1a9c9243b9e62a7153f747b5",
+    ".modelhub_state/recovery_intents.jsonl": "1ad43e1c8049c27c2c0cb84cbb3e1dbcab24ac5dcfadefccfb903b125bae941b",
     ".modelhub_state/routing_intelligence.json": "e3daffbfe2a3390cee9130d34c9be6e58dc21d0039e08726c2eb991348872a68",
     ".modelhub_state/submission_exclusions.jsonl": "dca7091e8b1da8bf9b3ecb95fe573b2a41666601edf86cea13ce9ce738b9eb7b",
     ".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f",
     "ledger/submissions.jsonl": "870a9a204b88bb82244ab0f76eb494806b8c8134ff2a8fed1672b8f99c4ccd6c",
-    "outcomes/submissions.jsonl": "e944b5fd92aeaaf9d77052f26cf298ff4e815dfb2ae5d3958d245bc70d28cbf3"
+    "outcomes/submissions.jsonl": "54f244de7f97e8b60cbb341efc3a5c1cdee7aee5f00bf5cb9eabbb1981c13601"
   },
-  "generation": 21914,
+  "generation": 21915,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-07T16:19:49.109470+00:00",
+  "updatedAt": "2026-10-07T16:22:02.626106+00:00",
   "writerId": "33ed03361c5848e88b8ce6204fb4f7d2"
 }

outcomes/submissions.jsonl

@@ -137,7 +137,6 @@
 {"failReason": null, "framework": "llamacpp", "lastSyncTime": "2026-09-19T13:02:10.063105+00:00", "modelId": "soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf", "modelProfile": {"architectures": [], "configFingerprint": "ed217196ebf72901791ffd67a7627878fd8f0fd29fa1291cafd8f6b32c01507f", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 4375021184, "estimatedRequiredGiB": 24.098, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "modelhub_preflight_oom:24"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 21562254019, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4112079360, "modelscopeTags": ["license:apache-2.0", "library:gguf", "library:pytorch", "task:text-generation", "custom_tag:gguf", "custom_tag:llama.cpp", "custom_tag:spark2_5", "custom_tag:uncensored", "custom_tag:refusal-removed", "custom_tag:quantized", "custom_tag:bf16", "custom_tag:q8_0", "custom_tag:q6_k", "custom_tag:q5_k_m", "custom_tag:q4_k_m", "custom_tag:tool-calling", "custom_tag:japanese", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 21562254019}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-19T04:58:16.175900+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4947142", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-09-20T11:00:25.647466+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {"architectures": ["Jais2ForCausalLM"], "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16180861064, "estimatedRequiredGiB": 18.097, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "jais2", "modelscopeFileSize": 16193187697, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8090401280, "modelscopeTags": ["license:apache-2.0", "model_type:jais2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16193187697}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T02:52:51.140009+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4969028", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T11:00:25.647505+00:00", "modelId": "JANGQ-AI/MiniMax-M2.7-JANGTQ", "modelProfile": {"architectures": ["MiniMaxM2ForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 60671749474, "estimatedRequiredGiB": 67.825, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "minimax_m2", "modelscopeFileSize": 60688949222, "modelscopeLicense": "other", "modelscopeParams": 15303312058, "modelscopeTags": ["license:other", "model_type:minimax_m2", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:jang", "custom_tag:jangtq", "custom_tag:jangtq-prestack", "custom_tag:minimax", "custom_tag:minimax-m2", "custom_tag:moe", "custom_tag:apple-silicon", "custom_tag:2bit"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 60688949222}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T02:52:51.187054+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4969030", "taskType": "text-generation", "verifyResult": null}
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