From f5a1120852b0fb8e8a5d7061116201db80abe5af Mon Sep 17 00:00:00 2001 From: CoolBoy <2269097679@qq.com> Date: Thu, 10 Sep 2026 02:01:08 +0000 Subject: [PATCH] state: generation 4894 (intent) --- .../architecture_compatibility_blacklist.json | 2 +- .modelhub_state/market_intelligence.json | 274 +- .modelhub_state/official_capabilities.json | 2329 +++++++++-------- .modelhub_state/outcome_checkpoint.json | 84 +- .modelhub_state/recent_outcomes.jsonl | 4 +- .modelhub_state/recovery_intents.jsonl | 2 + manifest.json | 20 +- outcomes/submissions.jsonl | 2 +- 8 files changed, 1407 insertions(+), 1310 deletions(-) diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 54b10fdf..0ec2dc86 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1306,7 +1306,7 @@ "taskType": "text-generation" } }, - "generatedAt": 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-1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-10T01:56:45.296742+00:00", + "catalogUpdatedAt": "2026-09-10T01:59:37.521040+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-10T01:58:29.445901+00:00", + "generatedAt": "2026-09-10T02:01:07.353356+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -155,7 +155,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:57:53.125742+00:00" + "updatedAt": "2026-09-10T02:00:38.165666+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b3": { "taskTypes": [ @@ -163,7 +163,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:58:07.992911+00:00" + "updatedAt": "2026-09-10T02:00:49.315208+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b4": { "taskTypes": [ @@ -171,7 +171,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:58:08.050311+00:00" + "updatedAt": "2026-09-10T02:00:49.371972+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -179,21 +179,22 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:58:08.195610+00:00" + "updatedAt": "2026-09-10T02:00:49.540649+00:00" }, - "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|MetaX_c-500": { + "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Iluvatar_mrv-100": { "taskTypes": [ - "feature_emb", + "asr", "text-generation", + "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:58:08.252032+00:00" + "updatedAt": "2026-09-10T02:00:49.488608+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T01:58:08.103693+00:00" + "updatedAt": "2026-09-10T02:00:49.417645+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|hygon_k100-ai": { "taskTypes": [ @@ -201,7 +202,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:58:07.942651+00:00" + "updatedAt": "2026-09-10T02:00:49.267700+00:00" }, "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|Ascend_910-b3": { "taskTypes": [ @@ -209,7 +210,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:58:22.860833+00:00" + "updatedAt": "2026-09-10T02:01:02.129900+00:00" }, "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|Ascend_910-b4": { "taskTypes": [ @@ -217,7 +218,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:58:22.961616+00:00" + "updatedAt": "2026-09-10T02:01:02.171082+00:00" }, 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"https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5749,7 +5843,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:58:09.208677+00:00" + "updatedAt": "2026-09-10T02:00:49.846475+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -5757,21 +5851,22 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:58:09.298425+00:00" + "updatedAt": "2026-09-10T02:00:49.941419+00:00" }, - "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|MetaX_c-500": { + "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_mrv-100": { "taskTypes": [ - "feature_emb", + "asr", "text-generation", + "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:58:09.332950+00:00" + "updatedAt": "2026-09-10T02:00:49.910706+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T01:58:09.251112+00:00" + "updatedAt": "2026-09-10T02:00:49.880891+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5779,7 +5874,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T01:58:09.025699+00:00" + "updatedAt": "2026-09-10T02:00:49.780223+00:00" } }, "taskTree": [ @@ -6450,6 +6545,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-10T01:56:45.296742+00:00", + "taskTreeUpdatedAt": "2026-09-10T01:59:37.521040+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index b5e3cbf4..3ee5c20a 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-10T01:50:55.146422+00:00", - "lastSyncTime": "2026-09-10T01:50:54.936024+00:00", + "generatedAt": "2026-09-10T01:59:31.455432+00:00", + "lastSyncTime": "2026-09-10T01:59:31.241099+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1565,25 +1565,25 @@ "decisionSuccessRate": 0.2222, "decisionTotal": 9, "failureBreakdown": { - "ambiguous_runtime": 12, + "ambiguous_runtime": 14, "framework_architecture_unsupported": 5, "memory_capacity": 1, "tokenizer_compatibility": 1, "参数/模板问题": 5, "验证失败": 22 }, - "failureCount": 46, - "failureRate": 0.9583, + "failureCount": 48, + "failureRate": 0.96, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, - "successRate": 0.0417, + "successRate": 0.04, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 48, - "unresolvedFailureCount": 39 + "total": 50, + "unresolvedFailureCount": 41 }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation": { "attributableFailureCount": 7, @@ -2289,7 +2289,7 @@ "decisionSuccessRate": 0.2883, "decisionTotal": 163, "failureBreakdown": { - "ambiguous_runtime": 96, + "ambiguous_runtime": 98, "backend_operator": 2, "framework_architecture_unsupported": 83, "memory_capacity": 5, @@ -2298,15 +2298,15 @@ "参数/模板问题": 56, "验证失败": 673 }, - "failureCount": 941, - "failureRate": 0.9524, + "failureCount": 943, + "failureRate": 0.9525, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 47, - "successRate": 0.0476, - "total": 988, - "unresolvedFailureCount": 825 + "successRate": 0.0475, + "total": 990, + "unresolvedFailureCount": 827 }, "vllm": { "attributableFailureCount": 227, @@ -2436,7 +2436,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-10T01:50:55.141398+00:00", + "generatedAt": "2026-09-10T01:59:31.450803+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2538,22 +2538,22 @@ "decisionSuccessRate": 0.1053, "decisionTotal": 19, "failureBreakdown": { - "ambiguous_runtime": 25, + "ambiguous_runtime": 27, "framework_architecture_unsupported": 15, "memory_capacity": 1, "tokenizer_compatibility": 1, "参数/模板问题": 17, "验证失败": 22 }, - "failureCount": 81, - "failureRate": 0.9759, + "failureCount": 83, + "failureRate": 0.9765, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, - "successRate": 0.0241, - "total": 83, - "unresolvedFailureCount": 64 + "successRate": 0.0235, + "total": 85, + "unresolvedFailureCount": 66 }, "Iluvatar_bi-100": { "attributableFailureCount": 0, @@ -4071,24 +4071,24 @@ "decisionSuccessRate": 0.3333, "decisionTotal": 6, "failureBreakdown": { - "ambiguous_runtime": 8, + "ambiguous_runtime": 10, "framework_architecture_unsupported": 3, "tokenizer_compatibility": 1 }, - "failureCount": 12, - "failureRate": 0.8571, + "failureCount": 14, + "failureRate": 0.875, "framework": "unknown", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-10T01:50:54.936003+00:00", + "lastTerminalAt": "2026-09-10T01:59:31.241099+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, - "successRate": 0.1429, + "successRate": 0.125, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 14, - "unresolvedFailureCount": 8 + "total": 16, + "unresolvedFailureCount": 10 }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation": { "attributableFailureCount": 4, @@ -4199,7 +4199,7 @@ "consecutivePlatformFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, - "decisionTotal": 3, + "decisionTotal": 2, "failureBreakdown": {}, "failureCount": 0, "failureRate": 0.0, @@ -4209,11 +4209,11 @@ "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, - "successCount": 3, + "successCount": 2, "successRate": 1.0, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", - "total": 3, + "total": 2, "unresolvedFailureCount": 0 }, "Iluvatar_bi-150|vllm|text-generation": { @@ -6765,15 +6765,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1478, - "totalRecords": 1562, + "terminalRecords": 1480, + "totalRecords": 1564, "totals": { "attributableFailureCount": 390, "decisionFailureRate": 0.8904, "decisionSuccessRate": 0.1096, "decisionTotal": 438, "failureBreakdown": { - "ambiguous_runtime": 271, + "ambiguous_runtime": 273, "backend_operator": 25, "framework_architecture_unsupported": 266, "memory_capacity": 11, @@ -6785,21 +6785,21 @@ "参数/模板问题": 94, "验证失败": 673 }, - "failureCount": 1430, - "failureRate": 0.9675, + "failureCount": 1432, + "failureRate": 0.9676, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 48, - "successRate": 0.0325, - "total": 1478, - "unresolvedFailureCount": 1038 + "successRate": 0.0324, + "total": 1480, + "unresolvedFailureCount": 1040 }, "warnings": [ "GPU Cambricon_mlu-370-x8 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 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 Iluvatar_bi-150 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 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。", @@ -6807,7 +6807,7 @@ "GPU hygon_k100-ai 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 Mthreads_s4000 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 Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。", "组合 Iluvatar_mrv-100|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 Cambricon_mlu-370-x8|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 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。", @@ -6828,6 +6828,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1562, + "summarizedRecords": 1564, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 981115d7..76f7131c 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,5 @@ +{"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": "2026-09-10T01:59:31.241099+00:00", "modelId": "nm-testing/llama3-8b-w8_channel-a8_tensor-compressed", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T01:55:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481728", "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": "2026-09-10T01:59:31.241082+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T01:53:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481717", "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": "2026-09-10T01:50:54.936003+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T01:49:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481654", "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": "2026-09-10T01:50:54.936024+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T01:43:21+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4596146", "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": "2026-09-10T01:42:34.770281+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T01:37:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481718", "taskType": "text-generation", "verifyResult": -1} @@ -296,5 +298,3 @@ {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "unknown", "failureCode": "UNKNOWN", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-07T05:31:35.012360+00:00", "modelId": "dickeyli/llmrec-onereason-8b-sh2-grpo4-step160", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T05:21:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4459779", "taskType": "text-generation", "verifyResult": -1} {"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": "2026-09-07T05:18:43.228874+00:00", "modelId": "RedHatAI/DeepSeek-R1-Distill-Qwen-1.5B-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T05:13:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4080836", "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": ["mellum"], "framework": "", "lastSyncTime": "2026-09-07T05:18:43.228836+00:00", "modelId": "JetBrains/Mellum2-12B-A2.5B-Thinking-SFT", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T05:09:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4152438", "taskType": "text-generation", "verifyResult": -1} -{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "unknown", "failureCode": "UNKNOWN", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-07T05:05:30.903852+00:00", "modelId": "RedHatAI/starcoder2-7b-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T05:05:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4082915", "taskType": "text-generation", "verifyResult": -1} -{"failReason": null, "framework": "", "lastSyncTime": 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