state: generation 8712 (intent)

2026-09-17 11:46:21 +00:00
parent 06ccc35dde
commit 5ea56af979
7 changed files with 812 additions and 811 deletions
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1741,7 +1741,7 @@
      "taskType": "text-generation"
    }
  },
-  "generatedAt": "2026-09-17T11:43:39.182901+00:00",
+  "generatedAt": "2026-09-17T11:44:42.259707+00:00",
  "summary": {
    "activeBlockCount": 84,
    "byGpuFramework": {
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -416,7 +416,7 @@
    }
  },
  "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-17T11:41:41.476600+00:00",
+  "generatedAt": "2026-09-17T11:44:52.751376+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
--- a/.modelhub_state/outcome_checkpoint.json
+++ b/.modelhub_state/outcome_checkpoint.json
@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-17T11:27:49.059245+00:00",
-  "lastSyncTime": "2026-09-17T11:27:46.524225+00:00",
+  "generatedAt": "2026-09-17T11:44:42.225028+00:00",
+  "lastSyncTime": "2026-09-17T11:44:39.929678+00:00",
  "recentLimit": 300,
  "report": {
    "architectureCompatibilityBlocks": {
@@ -1946,14 +1946,14 @@
        "unresolvedFailureCount": 43
      },
      "Biren_166m|unknown|text-generation": {
-        "attributableFailureCount": 39,
-        "decisionFailureRate": 0.9512,
-        "decisionSuccessRate": 0.0488,
-        "decisionTotal": 41,
+        "attributableFailureCount": 40,
+        "decisionFailureRate": 0.9524,
+        "decisionSuccessRate": 0.0476,
+        "decisionTotal": 42,
        "failureBreakdown": {
          "ambiguous_runtime": 32,
          "backend_operator": 4,
-          "framework_architecture_unsupported": 28,
+          "framework_architecture_unsupported": 29,
          "memory_capacity": 1,
          "model_load": 3,
          "runtime_memory": 2,
@@ -1961,17 +1961,17 @@
          "参数/模板问题": 1,
          "验证失败": 27
        },
-        "failureCount": 99,
-        "failureRate": 0.9802,
+        "failureCount": 100,
+        "failureRate": 0.9804,
        "framework": "unknown",
        "pendingCount": 0,
        "pendingRate": 0.0,
        "platformFailureCount": 0,
        "successCount": 2,
-        "successRate": 0.0198,
+        "successRate": 0.0196,
        "targetGpu": "Biren_166m",
        "taskType": "text-generation",
-        "total": 101,
+        "total": 102,
        "unresolvedFailureCount": 60
      },
      "Biren_166m|vllm|text-generation": {
@@ -2810,14 +2810,14 @@
        "unresolvedFailureCount": 8
      },
      "unknown": {
-        "attributableFailureCount": 186,
-        "decisionFailureRate": 0.7323,
-        "decisionSuccessRate": 0.2677,
-        "decisionTotal": 254,
+        "attributableFailureCount": 187,
+        "decisionFailureRate": 0.7333,
+        "decisionSuccessRate": 0.2667,
+        "decisionTotal": 255,
        "failureBreakdown": {
          "ambiguous_runtime": 161,
          "backend_operator": 4,
-          "framework_architecture_unsupported": 124,
+          "framework_architecture_unsupported": 125,
          "memory_capacity": 5,
          "model_load": 46,
          "platform_infrastructure": 1,
@@ -2826,14 +2826,14 @@
          "参数/模板问题": 73,
          "验证失败": 673
        },
-        "failureCount": 1094,
+        "failureCount": 1095,
        "failureRate": 0.9415,
        "pendingCount": 0,
        "pendingRate": 0.0,
        "platformFailureCount": 1,
        "successCount": 68,
        "successRate": 0.0585,
-        "total": 1162,
+        "total": 1163,
        "unresolvedFailureCount": 907
      },
      "vllm": {
@@ -2972,7 +2972,7 @@
        "unresolvedFailureCount": 8
      }
    },
-    "generatedAt": "2026-09-17T11:27:49.051382+00:00",
+    "generatedAt": "2026-09-17T11:44:42.219868+00:00",
    "gpuSummaries": {
      "Ascend_910-b3": {
        "attributableFailureCount": 56,
@@ -3023,14 +3023,14 @@
        "unresolvedFailureCount": 234
      },
      "Biren_166m": {
-        "attributableFailureCount": 62,
-        "decisionFailureRate": 0.9394,
-        "decisionSuccessRate": 0.0606,
-        "decisionTotal": 66,
+        "attributableFailureCount": 63,
+        "decisionFailureRate": 0.9403,
+        "decisionSuccessRate": 0.0597,
+        "decisionTotal": 67,
        "failureBreakdown": {
          "ambiguous_runtime": 32,
          "backend_operator": 4,
-          "framework_architecture_unsupported": 46,
+          "framework_architecture_unsupported": 47,
          "memory_capacity": 1,
          "model_load": 8,
          "runtime_memory": 2,
@@ -3038,14 +3038,14 @@
          "参数/模板问题": 1,
          "验证失败": 27
        },
-        "failureCount": 122,
-        "failureRate": 0.9683,
+        "failureCount": 123,
+        "failureRate": 0.9685,
        "pendingCount": 0,
        "pendingRate": 0.0,
        "platformFailureCount": 0,
        "successCount": 4,
-        "successRate": 0.0317,
-        "total": 126,
+        "successRate": 0.0315,
+        "total": 127,
        "unresolvedFailureCount": 60
      },
      "Cambricon_mlu-370-x4": {
@@ -7099,7 +7099,7 @@
      },
      "Biren_166m|unknown|text-generation": {
        "attributableFailureCount": 12,
-        "consecutiveFailures": 7,
+        "consecutiveFailures": 8,
        "consecutivePlatformFailures": 0,
        "decisionFailureRate": 0.9231,
        "decisionSuccessRate": 0.0769,
@@ -7115,7 +7115,7 @@
        "failureRate": 0.95,
        "framework": "unknown",
        "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-17T10:35:53.413598+00:00",
+        "lastTerminalAt": "2026-09-17T11:44:39.929678+00:00",
        "pendingCount": 0,
        "pendingRate": 0.0,
        "platformFailureCount": 0,
@@ -7584,9 +7584,9 @@
        "decisionSuccessRate": 0.0,
        "decisionTotal": 0,
        "failureBreakdown": {
-          "参数/模板问题": 2
+          "参数/模板问题": 1
        },
-        "failureCount": 2,
+        "failureCount": 1,
        "failureRate": 1.0,
        "framework": "unknown",
        "lastPlatformFailureAt": null,
@@ -7598,8 +7598,8 @@
        "successRate": 0.0,
        "targetGpu": "hygon_k100-ai",
        "taskType": "text-generation",
-        "total": 2,
-        "unresolvedFailureCount": 2
+        "total": 1,
+        "unresolvedFailureCount": 1
      },
      "hygon_k100-ai|vllm|text-generation": {
        "attributableFailureCount": 14,
@@ -12968,17 +12968,17 @@
        "unresolvedFailureCount": 0
      }
    },
-    "terminalRecords": 2129,
-    "totalRecords": 2232,
+    "terminalRecords": 2130,
+    "totalRecords": 2233,
    "totals": {
-      "attributableFailureCount": 699,
-      "decisionFailureRate": 0.8837,
-      "decisionSuccessRate": 0.1163,
-      "decisionTotal": 791,
+      "attributableFailureCount": 700,
+      "decisionFailureRate": 0.8838,
+      "decisionSuccessRate": 0.1162,
+      "decisionTotal": 792,
      "failureBreakdown": {
        "ambiguous_runtime": 522,
        "backend_operator": 49,
-        "framework_architecture_unsupported": 466,
+        "framework_architecture_unsupported": 467,
        "memory_capacity": 12,
        "model_load": 85,
        "platform_infrastructure": 10,
@@ -12988,14 +12988,14 @@
        "参数/模板问题": 133,
        "验证失败": 673
      },
-      "failureCount": 2037,
+      "failureCount": 2038,
      "failureRate": 0.9568,
      "pendingCount": 0,
      "pendingRate": 0.0,
      "platformFailureCount": 10,
      "successCount": 92,
      "successRate": 0.0432,
-      "total": 2129,
+      "total": 2130,
      "unresolvedFailureCount": 1328
    },
    "warnings": [
@@ -13003,13 +13003,13 @@
      "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 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 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 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 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 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 Ascend_910-b4|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。",
@@ -13036,6 +13036,6 @@
    ]
  },
  "storageMode": "decision_state_only",
-  "summarizedRecords": 2232,
+  "summarizedRecords": 2233,
  "version": 1
 }
--- a/.modelhub_state/recent_outcomes.jsonl
+++ b/.modelhub_state/recent_outcomes.jsonl
@@ -1,3 +1,4 @@
+{"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": "2026-09-17T11:44:39.929678+00:00", "modelId": "ewinregirgojr/Qwen3.8-14B-Instruct-Turbo", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T11:41:22+00:00", "targetGpu": "Biren_166m", "taskId": "4610390", "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": "2026-09-17T10:44:59.509445+00:00", "modelId": "RedHatAI/starcoder2-15b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T10:41:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497070", "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": "2026-09-17T10:35:53.413598+00:00", "modelId": "ewinregirgojr/Qwen3.8-9B-Instruct-Turbo", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T10:29:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610367", "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": "2026-09-17T10:10:02.608119+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}
@@ -297,4 +298,3 @@
 {"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": "2026-09-11T11:19:08.306651+00:00", "modelId": "nm-testing/tinyllama-oneshot-w8a8-dynamic-token-v2-asym", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T11:13:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4578314", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-11T11:19:08.306628+00:00", "modelId": "nm-testing/SmolLM-135M-Instruct-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T11:09:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4457980", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-11T11:08:14.809954+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4-Group128-A16-Test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T11:05:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4457994", "taskType": "text-generation", "verifyResult": -1}
-{"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-11T07:43:04.407471+00:00", "modelId": "deepreinforce-ai/Ornith-1.0-35B-FP8", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-11T07:38:33+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4079996", "taskType": "text-generation", "verifyResult": null}
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -859,6 +859,7 @@
 {"batchId": "695b34068dbe4d95b7f9caaa76899832", "completedAt": "2026-09-17T10:17:43.417267+00:00", "configFingerprint": "289bdbc89807736c7fc9eba7819ba7c6f178bbf5fb1f56a5683ad9b7fa830bfd", "configSource": "modelhub_live", "createdAt": "2026-09-17T10:17:25.671043+00:00", "framework": "llamacpp", "intentId": "68be738624f14eeaabd336bfd47c4afe", "lastModified": "2026-09-15T17:45:24+00:00", "modelAddress": "https://modelscope.cn/models/RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-GGUF", "reason": null, "reconciledAt": "2026-09-17T11:37:32.145168+00:00", "repoId": "RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "4913350", "taskType": "text-generation"}
 {"batchId": "daeb14c26abd4648a4bb985321b158c8", "completedAt": "2026-09-17T11:10:25.999930+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-09-17T11:10:15.723589+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e4100d6a521b4d6d9680f77771199959", "lastModified": "2026-09-17T10:58:53+00:00", "modelAddress": "https://modelscope.cn/models/SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "reason": null, "reconciledAt": "2026-09-17T11:37:32.146023+00:00", "repoId": "SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "4913855", "taskType": "text-generation"}
 {"batchId": "3aed3a83a2c44d80b4f4dcd609349a5a", "completedAt": "2026-09-17T11:29:59.295458+00:00", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configSource": "modelhub_live", "createdAt": "2026-09-17T11:29:51.205749+00:00", "framework": "vllm", "intentId": "70eeb0029c374496bc2bbc4a75d064eb", "lastModified": "2026-09-17T10:58:53+00:00", "modelAddress": "https://modelscope.cn/models/SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "reason": null, "reconciledAt": "2026-09-17T11:37:32.144983+00:00", "repoId": "SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Iluvatar_mrv-100", "taskId": "4914037", "taskType": "text-generation"}
+{"batchId": "8945850c54474ace88a46646a7b4b159", "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configSource": "modelhub_live", "createdAt": "2026-09-17T11:46:21.395742+00:00", "framework": "vllm-patch-tokenizer", "intentId": "9913cca63f0c4fe3856fa61ac838d07f", "lastModified": "2026-09-17T10:58:53+00:00", "modelAddress": "https://modelscope.cn/models/SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "repoId": "SyonLi/Qwen3-4B-Instruct-2507-Segmenter", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "hygon_k100-ai", "taskType": "text-generation"}
 {"batchId": "dc557ed173284456b65de02d89689bdd", "completedAt": "2026-09-17T07:00:50.030789+00:00", "configFingerprint": "5ec090e92fba0f8471f90bb0af176a745ebf9604ae8d9957761f2bdcf7b7b894", "configSource": "modelhub_live", "createdAt": "2026-09-17T07:00:42.703320+00:00", "framework": "llamacpp", "intentId": "1e106c48321a4cdea39458e2629ff129", "repoId": "voconly/cohere-transcribe-03-2026-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
 {"batchId": "534b216536f14acab0831df3cca7c8b7", "completedAt": "2026-09-17T06:49:28.237705+00:00", "configFingerprint": "4ecf9a1a055b517fbf32a3498eaaf4a2d63b1c33abbcc170dd75fdec6cec9dc6", "configSource": "modelhub_live", "createdAt": "2026-09-17T06:49:18.457343+00:00", "framework": "llamacpp", "intentId": "b99b4231abe54ea698f0d5b126b52b6e", "repoId": "voconly/cohere-transcribe-03-2026-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "uniqueness_rejected", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
 {"batchId": "88766ff730f64477804cc1605a44aaef", "completedAt": "2026-09-17T06:47:36.731565+00:00", "configFingerprint": "1ab708db1a2ba32a19914fb2b2a3e2674a900769ee64ff9790813f664f2605cb", "configSource": "modelhub_live", "createdAt": "2026-09-17T06:47:30.033650+00:00", "framework": "llamacpp", "intentId": "ab6c54fec18f414bae4f6b66156c2c6a", "repoId": "voconly/cohere-transcribe-03-2026-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
--- a/manifest.json
+++ b/manifest.json
@@ -1,24 +1,24 @@
 {
  "agentVersion": "2026.09.04.4",
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