state: generation 11126 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -2414,7 +2414,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-21T03:02:23.595053+00:00",
+  "generatedAt": "2026-09-21T03:05:49.745018+00:00",
   "summary": {
     "activeBlockCount": 119,
     "byGpuFramework": {

.modelhub_state/market_intelligence.json

@@ -425,7 +425,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-21T03:04:46.772170+00:00",
+  "generatedAt": "2026-09-21T03:05:56.388445+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/official_capabilities.json

@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-21T03:04:46.772170+00:00",
+  "catalogUpdatedAt": "2026-09-21T03:05:56.388445+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-21T03:04:46.772170+00:00",
+  "generatedAt": "2026-09-21T03:05:56.388445+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6341,6 +6341,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-21T03:04:46.772170+00:00",
+  "taskTreeUpdatedAt": "2026-09-21T03:05:56.388445+00:00",
   "version": 1
 }

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-21T03:02:23.531328+00:00",
-  "lastSyncTime": "2026-09-21T03:02:20.757790+00:00",
+  "generatedAt": "2026-09-21T03:05:49.686745+00:00",
+  "lastSyncTime": "2026-09-21T03:05:47.759507+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -2744,7 +2744,7 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 199,
         "failureBreakdown": {
-          "ambiguous_runtime": 104,
+          "ambiguous_runtime": 105,
           "context_length": 1,
           "framework_architecture_unsupported": 153,
           "memory_capacity": 9,
@@ -2752,7 +2752,7 @@
           "repository_structure": 27,
           "tokenizer_compatibility": 9
         },
-        "failureCount": 304,
+        "failureCount": 305,
         "failureRate": 1.0,
         "framework": "vllm",
         "pendingCount": 0,
@@ -2762,8 +2762,8 @@
         "successRate": 0.0,
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation",
-        "total": 304,
-        "unresolvedFailureCount": 104
+        "total": 305,
+        "unresolvedFailureCount": 105
       },
       "Biren_166m|unknown|feature_emb": {
         "attributableFailureCount": 0,
@@ -5034,7 +5034,7 @@
         "decisionSuccessRate": 0.0231,
         "decisionTotal": 3589,
         "failureBreakdown": {
-          "ambiguous_runtime": 1459,
+          "ambiguous_runtime": 1460,
           "architecture_compatibility": 112,
           "attention_backend": 1,
           "backend_operator": 84,
@@ -5048,15 +5048,15 @@
           "tokenizer_compatibility": 410,
           "参数/模板问题": 41
         },
-        "failureCount": 5870,
+        "failureCount": 5871,
         "failureRate": 0.9861,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 864,
         "successCount": 83,
         "successRate": 0.0139,
-        "total": 5953,
-        "unresolvedFailureCount": 1500
+        "total": 5954,
+        "unresolvedFailureCount": 1501
       },
       "vllm-customized": {
         "attributableFailureCount": 2,
@@ -5194,7 +5194,7 @@
         "unresolvedFailureCount": 58
       }
     },
-    "generatedAt": "2026-09-21T03:02:23.520672+00:00",
+    "generatedAt": "2026-09-21T03:05:49.677394+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 90,
@@ -5227,7 +5227,7 @@
         "decisionSuccessRate": 0.1667,
         "decisionTotal": 372,
         "failureBreakdown": {
-          "ambiguous_runtime": 157,
+          "ambiguous_runtime": 158,
           "context_length": 1,
           "framework_architecture_unsupported": 170,
           "memory_capacity": 18,
@@ -5239,15 +5239,15 @@
           "日志缺失": 14,
           "验证失败": 175
         },
-        "failureCount": 911,
+        "failureCount": 912,
         "failureRate": 0.9363,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 62,
         "successRate": 0.0637,
-        "total": 973,
-        "unresolvedFailureCount": 600
+        "total": 974,
+        "unresolvedFailureCount": 601
       },
       "Biren_166m": {
         "attributableFailureCount": 180,
@@ -13780,21 +13780,20 @@
         "unresolvedFailureCount": 9
       },
       "Ascend_910-b4|vllm|text-generation": {
-        "attributableFailureCount": 1,
-        "consecutiveFailures": 1,
+        "attributableFailureCount": 0,
+        "consecutiveFailures": 0,
         "consecutivePlatformFailures": 0,
-        "decisionFailureRate": 1.0,
+        "decisionFailureRate": 0.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 1,
+        "decisionTotal": 0,
         "failureBreakdown": {
-          "ambiguous_runtime": 3,
-          "framework_architecture_unsupported": 1
+          "ambiguous_runtime": 4
         },
         "failureCount": 4,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-21T02:58:30.354798+00:00",
+        "lastTerminalAt": "2026-09-21T03:05:47.759507+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -13803,7 +13802,7 @@
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation",
         "total": 4,
-        "unresolvedFailureCount": 3
+        "unresolvedFailureCount": 4
       },
       "Biren_166m|unknown|text-generation": {
         "attributableFailureCount": 5,
@@ -29956,15 +29955,15 @@
         "unresolvedFailureCount": 1
       }
     },
-    "terminalRecords": 16061,
-    "totalRecords": 16228,
+    "terminalRecords": 16062,
+    "totalRecords": 16229,
     "totals": {
       "attributableFailureCount": 5832,
       "decisionFailureRate": 0.8617,
       "decisionSuccessRate": 0.1383,
       "decisionTotal": 6768,
       "failureBreakdown": {
-        "ambiguous_runtime": 3838,
+        "ambiguous_runtime": 3839,
         "architecture_compatibility": 212,
         "attention_backend": 1,
         "backend_operator": 102,
@@ -29980,31 +29979,31 @@
         "日志缺失": 719,
         "验证失败": 673
       },
-      "failureCount": 15125,
+      "failureCount": 15126,
       "failureRate": 0.9417,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 922,
       "successCount": 936,
       "successRate": 0.0583,
-      "total": 16061,
-      "unresolvedFailureCount": 8371
+      "total": 16062,
+      "unresolvedFailureCount": 8372
     },
     "warnings": [
       "GPU Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。",
+      "GPU Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Kunlunxin_p-800 本地统计失败率偏高（≥50%），建议重点关注。",
+      "GPU MetaX_c-500 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Iluvatar_bi-100 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Ascend_910-b3 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU Vastai_va16 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Cambricon_mlu-370-x4 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Iluvatar_bi-150 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU hygon_k100-ai 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Ascend_910-b4 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU MetaX_c-500 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。",
       "组合 Iluvatar_bi-150|vllm|visual-multi-modal 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Cambricon_mlu-370-x8|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -30041,6 +30040,6 @@
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 16228,
+  "summarizedRecords": 16229,
   "version": 1
 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,4 @@
+{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-21T03:05:47.759507+00:00", "modelId": "fla-hub/rwkv7-191M-world", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-21T03:05:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4079091", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-21T02:58:30.354798+00:00", "modelId": "tencent-community/WeDLM-7B-Instruct", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-21T02:57:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4079148", "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", "lastSyncTime": "2026-09-21T02:58:30.354826+00:00", "modelId": "tencent-community/WeDLM-7B-Instruct", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-21T02:57:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4080024", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-21T02:55:04.446730+00:00", "modelId": "mlx-community/Ornith-1.0-35B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-21T02:53:08+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4860052", "taskType": "text-generation", "verifyResult": null}
@@ -297,4 +298,3 @@
 {"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "vllm", "lastSyncTime": "2026-09-17T10:10:02.608119+00:00", "modelId": "ewinregirgojr/Qwen3.8-14B-Instruct-Turbo", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T10:05:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4490374", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-17T04:34:21.545391+00:00", "modelId": "BAAI/Law_Justice-llama3_1_8B_instruct", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T04:33:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471925", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-17T03:40:30.307157+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T03:37:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505133", "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", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "vllm", "lastSyncTime": "2026-09-17T03:22:03.500197+00:00", "modelId": "r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T03:21:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4610340", "taskType": "text-generation", "verifyResult": -1}

ledger/submissions.jsonl

@@ -126,7 +126,6 @@
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/ddalcu/Muse-Glimmer-30B-MLX-Serve-8bit", "modelId": "ddalcu/Muse-Glimmer-30B-MLX-Serve-8bit", "submitTime": "2026-09-10T00:42:56.087894+00:00", "targetGpu": "MetaX_c-500", "taskId": "4749458", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-metax-c-500"}
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/JANGQ-AI/Ling-2.6-flash-JANGTQ", "modelId": "JANGQ-AI/Ling-2.6-flash-JANGTQ", "submitTime": "2026-09-10T00:43:04.107121+00:00", "targetGpu": "MetaX_c-500", "taskId": "4749470", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-metax-c-500"}
 {"framework": "llamacpp", "modelAddress": "https://modelscope.cn/models/bartowski/MiniCPM5-2B-GGUF", "modelId": "bartowski/MiniCPM5-2B-GGUF", "submitTime": "2026-09-10T05:54:18.783901+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4754025", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-llamacpp-hygon-k100-ai"}
-{"framework": "vllm", "modelAddress": "https://modelscope.cn/models/primitive-ai/Nex-N2.5-mini-NVFP4", "modelId": "primitive-ai/Nex-N2.5-mini-NVFP4", "submitTime": "2026-09-10T05:55:59.442486+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4754066", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-iluvatar-mrv-100"}
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/BAAI/AREX-Turbo", "modelId": "BAAI/AREX-Turbo", "submitTime": "2026-09-10T06:03:37.655467+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4754205", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-iluvatar-mrv-100"}
 {"framework": "llamacpp", "modelAddress": "https://modelscope.cn/models/bartowski/MiniCPM5-2B-GGUF", "modelId": "bartowski/MiniCPM5-2B-GGUF", "submitTime": "2026-09-10T06:11:11.806743+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4754342", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-llamacpp-ascend-910-b3"}
 {"framework": "llamacpp", "modelAddress": "https://modelscope.cn/models/bartowski/MiniCPM5-2B-GGUF", "modelId": "bartowski/MiniCPM5-2B-GGUF", "submitTime": "2026-09-10T06:28:56.145522+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4754660", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-llamacpp-mthreads-s4000"}

manifest.json

@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.20.2",
   "checksums": {
     ".modelhub_state/account_capacity.json": "68d2a8390ad022f2ddcd30841f3860c4535387fa64cb46dc7507eb16837e798f",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "83aa4e2bd42c7f39358fb9d74754da5838f112b695a11a56790bf1cd5523e27f",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "4288898c4aeca45c1e6292cf8647110f499575cf0017c73a00fd8f9cd8e851f3",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "252cbaf9cb0cef19ebcce9bde6420eb84360f60cc0508e70756474eb559e7df6",
-    ".modelhub_state/official_capabilities.json": "137d146ccd87073d9025bf25f9444d7075c687ddca79260ed789e236ce96b6fb",
-    ".modelhub_state/outcome_checkpoint.json": "3b3f887557eac562aa9db167917a1c4404a79b15a3369c9dca56e7bf15344c68",
+    ".modelhub_state/market_intelligence.json": "9c242676a812cd776bf6b851fe5a2a722889e432ae8383294c9a8b2424c21d9c",
+    ".modelhub_state/official_capabilities.json": "359772aa813c6535ccf49ba4974c164c73f924a57d1f10aebf5b1b585d659a2b",
+    ".modelhub_state/outcome_checkpoint.json": "6d2012049c6c4797af85504b3f3bd5f147547d2772099c61fd2568c5c512fe2d",
     ".modelhub_state/queue_cleanup_latest.json": "1a5b9063a973b0e097beb9037b6be7976b9f16eaa163e6ccb2c92f67ad7dc65f",
-    ".modelhub_state/recent_outcomes.jsonl": "e6c3fe9a1c9d247393e9f619d260a5be19dbf274c850bebb46ba4ebccdde07a0",
-    ".modelhub_state/recovery_active_tasks.jsonl": "8e068f7de4664ac6578b61c4568123202d4e9bbd0b82df2b135ec9b8da0c0ccb",
-    ".modelhub_state/recovery_intents.jsonl": "fef7841fbf62b9f75c7f20b8b31d984754cc93a7ec0189fdecc7e26f24661a7b",
+    ".modelhub_state/recent_outcomes.jsonl": "ae3e5b9f196d77dd155d4bd615e88ed06ebf41d3e4e254d0b9c951c6558a1541",
+    ".modelhub_state/recovery_active_tasks.jsonl": "9b6030185dfd7968c28eb4ce8d77f9fa739a58e4f26a32c6aa6d31b632645f98",
+    ".modelhub_state/recovery_intents.jsonl": "d0112d5614dd8b5e92437b98c205a1b4781028bccc8f4d9c4f176555729f0aae",
     ".modelhub_state/routing_intelligence.json": "a27c2ca5d63103031c8ffb9b5d9d41a0d0d174f4c58e138f98c42bdb550def90",
     ".modelhub_state/submission_exclusions.jsonl": "80315f370e9cc3cdadaf390e12573ef887794214779379c50b7b37b7631e8989",
     ".modelhub_state/worker_crashes.jsonl": "07505b69e0b050da5f90f8b046a3069d3e1ca2574ca39896bc7d8a66293167f7",
-    "ledger/submissions.jsonl": "a67a21db6140960de052ac6f52667e47b0b00eec8af5bc36c0954a5b61468945",
+    "ledger/submissions.jsonl": "ca3fbf25b8f261c314737aa5e015e297bc78155dd2ab15df002d6987510ce2e1",
     "outcomes/submissions.jsonl": "8bd71917cfb5d8be65246c19cc764433f5a005706456b3c9530ecaeff434e6ef"
   },
-  "generation": 11125,
+  "generation": 11126,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-21T03:04:47.137392+00:00",
+  "updatedAt": "2026-09-21T03:05:57.392056+00:00",
   "writerId": "8b35139af6674067a339a670222d4b67"
 }