Starting CONCURRENT generation of 1000 items in 100 batches... Batch size: 10 items (generated in parallel) Batch 1 already exists (synthetic_data/batch_01.jsonl). Skipping generation... Loaded 10 items so far. Batch 2 already exists (synthetic_data/batch_02.jsonl). Skipping generation... Loaded 20 items so far. Batch 3 already exists (synthetic_data/batch_03.jsonl). Skipping generation... Loaded 30 items so far. Batch 4 already exists (synthetic_data/batch_04.jsonl). Skipping generation... Loaded 40 items so far. === Processing Batch 5 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: company.knowledge_artifacts)... Starting item 5 (Target: company.strategic_signatures)... Starting item 6 (Target: company.strategic_signatures)... Starting item 7 (Target: none)... Starting item 8 (Target: company.tools_config)... Starting item 9 (Target: user.workflow_patterns)... Starting item 10 (Target: user.interaction_preferences)... Completed item 7: none_transactional_521 Completed item 1: user_special_072 Completed item 10: user_marketing_followup_783 Completed item 8: user.workflow_patterns_user.interaction_preferences_user.session_history_123 Completed item 3: user_memory_gaming_324 Completed item 9: user_marketing_assistant_015 Completed item 5: user_marketing_assistant_762 Completed item 4: user.communication_style_marketing_123 Completed item 6: user.strategic_approach_034 Completed item 2: user_marketing_assistant_043 Batch 5 complete: 10/10 items generated Saved batch to synthetic_data/batch_05.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 7, "user.role_context": 3, "user.interaction_preferences": 2, "user.communication_style": 4, "none": 1, "user.workflow_patterns": 1, "user.session_history": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 6.0, "persistence_distribution": { "long": 6, "medium": 3, "short": 1 }, "scope_distribution": { "user": 9, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 6 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.performance_context)... Starting item 2 (Target: user.session_history)... Starting item 3 (Target: user.workflow_patterns)... Starting item 4 (Target: company.business_priorities)... Starting item 5 (Target: user.strategic_approach)... Starting item 6 (Target: user.strategic_approach)... Starting item 7 (Target: company.tools_config)... Starting item 8 (Target: none)... Starting item 9 (Target: company.knowledge_artifacts)... Starting item 10 (Target: company.knowledge_artifacts)... Completed item 1: user_marketing_assistant_021 Completed item 6: user_learning_0824 Completed item 8: none_transactional_165 Completed item 4: user_marketing_conversation_036 Completed item 7: user_strategic_approach_001 Completed item 5: user_strategic_approach_082 Completed item 3: user.communication_style_marketing_assistant_773 Completed item 2: user_learning_431 Completed item 9: user_learning_018 Completed item 10: user.strategic_approach_059 Batch 6 complete: 10/10 items generated Saved batch to synthetic_data/batch_06.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 9, "user.role_context": 5, "user.communication_style": 2, "user.workflow_patterns": 2, "none": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.4, "persistence_distribution": { "medium": 4, "long": 5, "short": 1 }, "scope_distribution": { "user": 9, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 7 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.communication_style)... Starting item 2 (Target: company.tools_config)... Starting item 3 (Target: user.session_history)... Starting item 4 (Target: company.business_priorities)... Starting item 5 (Target: company.knowledge_artifacts)... Starting item 6 (Target: none)... Starting item 7 (Target: user.interaction_preferences)... Starting item 8 (Target: company.knowledge_artifacts)... Starting item 9 (Target: user.communication_style)... Starting item 10 (Target: user.workflow_patterns)... Completed item 6: none_transactional_698 Completed item 1: user_marketing_conversation_029 Completed item 2: user.workflow_patterns_049 Completed item 7: user_interaction_preferences_148 Completed item 5: user_marketing_assistant_987 Completed item 10: user.communication_style_descriptive_label_692 Completed item 3: user_marketing_strategist_682 Completed item 8: user_special_784 Completed item 9: user_marketing_assistant_872 Completed item 4: user_scenario_872 Batch 7 complete: 10/10 items generated Saved batch to synthetic_data/batch_07.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.interaction_preferences": 2, "user.communication_style": 5, "user.strategic_approach": 5, "user.workflow_patterns": 2, "user.role_context": 2, "none": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.0, "persistence_distribution": { "long": 7, "medium": 1, "short": 1, "evolving": 1 }, "scope_distribution": { "user": 9, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 8 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: company.performance_context)... Starting item 4 (Target: company.brand_core)... Starting item 5 (Target: company.strategic_signatures)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: company.business_priorities)... Starting item 8 (Target: user.interaction_preferences)... Starting item 9 (Target: user.session_history)... Starting item 10 (Target: none)... Completed item 10: none_transactional_527 Completed item 8: user_marketing_analyst_478 Completed item 6: user_marketing_assistant_777 Completed item 2: user_special_082 Completed item 7: user_mixed_012 Completed item 9: user_security_analyst_942 Completed item 5: user_marketing_assistant_062 Completed item 1: user_marketing_conversation_010 Completed item 4: user_mixed_015 Completed item 3: user.strategic_approach_123 Batch 8 complete: 10/10 items generated Saved batch to synthetic_data/batch_08.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.workflow_patterns": 2, "user.communication_style": 1, "company.brand_core": 1, "user.role_context": 3, "user.session_history": 2, "none": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.0, "persistence_distribution": { "long": 6, "medium": 1, "short": 3 }, "scope_distribution": { "user": 8, "mixed": 1, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 9 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: user.workflow_patterns)... Starting item 3 (Target: user.strategic_approach)... Starting item 4 (Target: company.brand_core)... Starting item 5 (Target: company.strategic_signatures)... Starting item 6 (Target: none)... Starting item 7 (Target: company.knowledge_artifacts)... Starting item 8 (Target: none)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: user.session_history)... Completed item 4: company_memory_integration_001 Completed item 2: user_marketing_strategy_789 Completed item 8: none_transactional_584 Completed item 6: none_transactional_458 Completed item 1: user_special_923 Completed item 10: user_engagement_strategy_836 Completed item 3: user_marketing_project_042 Completed item 7: user_assistant_015 Completed item 9: user_specialist_973 Completed item 5: company_strategic_signatures_workflow_174 Batch 9 complete: 10/10 items generated Saved batch to synthetic_data/batch_09.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.interaction_preferences": 1, "user.session_history": 1, "user.strategic_approach": 5, "user.role_context": 5, "company.knowledge_artifacts": 1, "company.brand_core": 1, "company.strategic_signatures": 1, "none": 2, "user.communication_style": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.7, "persistence_distribution": { "short": 3, "long": 7 }, "scope_distribution": { "user": 6, "company": 2, "none": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 10 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.business_priorities)... Starting item 2 (Target: company.brand_core)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: user.communication_style)... Starting item 5 (Target: company.performance_context)... Starting item 6 (Target: user.session_history)... Starting item 7 (Target: none)... Starting item 8 (Target: user.session_history)... Starting item 9 (Target: company.brand_core)... Starting item 10 (Target: user.strategic_approach)... Completed item 8: user_marketing_conversation_015 Completed item 4: user_marketing_assistant_867 Completed item 9: company_knowledge_artifact_045 Completed item 7: none_transactional_623 Completed item 5: user_special_049 Completed item 6: user.communication_style_342 Completed item 3: company_strategic_signatures_147 Completed item 10: user_real_estate_905 Completed item 2: user_special_047 Completed item 1: user_marketing_conversation_028 Batch 10 complete: 10/10 items generated Saved batch to synthetic_data/batch_10.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.workflow_patterns": 3, "user.role_context": 2, "company.strategic_signatures": 1, "company.brand_core": 1, "user.communication_style": 2, "none": 1, "company.knowledge_artifacts": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 5.7, "persistence_distribution": { "long": 9, "short": 1 }, "scope_distribution": { "user": 7, "company": 2, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 11 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.strategic_signatures)... Starting item 2 (Target: none)... Starting item 3 (Target: user.workflow_patterns)... Starting item 4 (Target: company.knowledge_artifacts)... Starting item 5 (Target: user.session_history)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: user.workflow_patterns)... Starting item 8 (Target: company.knowledge_artifacts)... Starting item 9 (Target: company.strategic_signatures)... Starting item 10 (Target: user.session_history)... Completed item 2: none_transactional_745 Completed item 7: user_marketing_assistant_064 Completed item 4: company_marketing_conversation_842 Completed item 9: user_sales_conversation_774 Completed item 6: user_marketing_conversation_029 Completed item 1: user_special_034 Completed item 3: user_special_061 Completed item 5: user_marketing_538 Completed item 10: user_marketing_723 Completed item 8: user_marketing_assistant_789 Batch 11 complete: 10/10 items generated Saved batch to synthetic_data/batch_11.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.session_history": 1, "none": 1, "user.strategic_approach": 7, "user.role_context": 4, "company.business_priorities": 1, "company.performance_context": 1, "user.communication_style": 3, "user.interaction_preferences": 1, "user.workflow_patterns": 1 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 5.4, "persistence_distribution": { "short": 3, "long": 4, "medium": 3 }, "scope_distribution": { "user": 8, "none": 1, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 12 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: company.strategic_signatures)... Starting item 3 (Target: company.performance_context)... Starting item 4 (Target: user.interaction_preferences)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: none)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: company.tools_config)... Starting item 10 (Target: company.tools_config)... Completed item 7: none_transactional_059 Completed item 6: user.communication_style_user.strategic_approach_142 Completed item 8: user_marketing_259 Completed item 9: user.strategic_approach_152 Completed item 1: user.communication_style_348 Completed item 3: user_marketing_369 Completed item 10: user.communication_style_special_892 Completed item 4: user.strategic_approach_user_feedback_698 Completed item 5: user_security_analyst_048 Completed item 2: user_special_775 Batch 12 complete: 10/10 items generated Saved batch to synthetic_data/batch_12.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 9, "user.communication_style": 4, "user.role_context": 4, "none": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 6.7, "persistence_distribution": { "long": 8, "short": 1, "medium": 1 }, "scope_distribution": { "user": 9, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 13 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: company.knowledge_artifacts)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: none)... Starting item 5 (Target: none)... Starting item 6 (Target: company.strategic_signatures)... Starting item 7 (Target: none)... Starting item 8 (Target: user.workflow_patterns)... Starting item 9 (Target: company.performance_context)... Starting item 10 (Target: user.session_history)... Completed item 5: none_transactional_712 Completed item 8: user.communication_style_user.strategic_approach_user.role_context_135 Completed item 7: none_transactional_372 Completed item 3: user_strategic_approach_783 Completed item 9: user_descriptive_label_046 Completed item 1: user_marketing_support_025 Completed item 2: user.communication_style_descriptive_label_823 Completed item 4: none_transactional_456 Completed item 6: user_marketing_assistant_654 Completed item 10: user.communication_style_user.role_context_214 Batch 13 complete: 10/10 items generated Saved batch to synthetic_data/batch_13.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.workflow_patterns": 3, "user.interaction_preferences": 1, "user.strategic_approach": 5, "user.communication_style": 3, "none": 3, "user.role_context": 2 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.7, "persistence_distribution": { "medium": 1, "long": 6, "short": 3 }, "scope_distribution": { "user": 7, "none": 3 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 14 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.communication_style)... Starting item 2 (Target: user.role_context)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: user.session_history)... Starting item 5 (Target: company.brand_core)... Starting item 6 (Target: company.business_priorities)... Starting item 7 (Target: user.strategic_approach)... Starting item 8 (Target: company.strategic_signatures)... Starting item 9 (Target: user.communication_style)... Starting item 10 (Target: user.interaction_preferences)... Completed item 7: company_memory_marketing_952 Completed item 5: company_marketing_330 Completed item 10: user_marketing_conversation_827 Completed item 2: user_special_061 Completed item 6: user_special_012 Completed item 9: user_marketing_strategy_856 Completed item 4: user_memory_258 Completed item 3: user_marketing_assistant_777 Completed item 1: user_mixed_089 Completed item 8: company_growth_strategy_001 Batch 14 complete: 10/10 items generated Saved batch to synthetic_data/batch_14.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 7, "user.communication_style": 2, "user.role_context": 3, "user.workflow_patterns": 2, "company.strategic_signatures": 2, "company.brand_core": 3, "company.performance_context": 2 }, "multi_label_frequency": 0.9, "avg_turns_per_conversation": 6.1, "persistence_distribution": { "long": 8, "medium": 2 }, "scope_distribution": { "user": 7, "company": 3 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 15 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.interaction_preferences)... Starting item 2 (Target: user.workflow_patterns)... Starting item 3 (Target: user.communication_style)... Starting item 4 (Target: user.communication_style)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: user.session_history)... Starting item 7 (Target: company.strategic_signatures)... Starting item 8 (Target: none)... Starting item 9 (Target: user.communication_style)... Starting item 10 (Target: company.brand_core)... Completed item 10: company_memory_enhancement_982 Completed item 4: user.strategic_approach_104 Completed item 8: none_transactional_717 Completed item 2: user_user_456 Completed item 3: user.communication_style_user.strategic_approach_user.role_context_195 Completed item 1: user_marketing_assistant_021 Completed item 7: user_descriptive_label_734 Completed item 6: user_marketing_478 Completed item 9: user_sales_strategy_039 Completed item 5: user_marketing_strategy_738 Batch 15 complete: 10/10 items generated Saved batch to synthetic_data/batch_15.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.workflow_patterns": 1, "user.communication_style": 5, "user.role_context": 3, "none": 1, "company.performance_context": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 6.6, "persistence_distribution": { "long": 9, "short": 1 }, "scope_distribution": { "user": 8, "none": 1, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 16 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: user.interaction_preferences)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: user.session_history)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: user.communication_style)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: company.performance_context)... Starting item 10 (Target: user.workflow_patterns)... Completed item 9: user_marketing_assistant_019 Completed item 4: user_marketing_assistant_045 Completed item 10: user_marketing_coordination_452 Completed item 8: user.strategic_approach_554 Completed item 7: user_mixed_073 Completed item 6: user_marketing_387 Completed item 3: user.communication_style_user.strategic_approach_user.role_context_062 Completed item 1: user_conversation_647 Completed item 2: user_marketing_381 Completed item 5: user_special_982 Batch 16 complete: 10/10 items generated Saved batch to synthetic_data/batch_16.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 10, "user.role_context": 7, "user.communication_style": 4, "user.workflow_patterns": 1 }, "multi_label_frequency": 0.9, "avg_turns_per_conversation": 6.4, "persistence_distribution": { "long": 6, "medium": 4 }, "scope_distribution": { "user": 10 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 17 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: company.tools_config)... Starting item 3 (Target: none)... Starting item 4 (Target: none)... Starting item 5 (Target: company.brand_core)... Starting item 6 (Target: company.strategic_signatures)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: company.knowledge_artifacts)... Starting item 9 (Target: user.role_context)... Starting item 10 (Target: company.knowledge_artifacts)... Completed item 10: user_marketing_conversation_019 Completed item 3: none_transactional_042 Completed item 4: none_transactional_092 Completed item 2: user_mixed_015 Completed item 9: user_special_856 Completed item 7: company_marketing_collaboration_001 Completed item 1: user_strategic_approach_001 Completed item 8: user.communication_style_descriptive_label_782 Completed item 6: user_marketing_conversation_024 Completed item 5: user.communication_style_descriptive_label_789 Batch 17 complete: 10/10 items generated Saved batch to synthetic_data/batch_17.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.communication_style": 4, "none": 2, "user.role_context": 3, "company.business_priorities": 1, "company.strategic_signatures": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 7.1, "persistence_distribution": { "long": 6, "short": 2, "medium": 2 }, "scope_distribution": { "user": 7, "none": 2, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 18 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.strategic_signatures)... Starting item 2 (Target: none)... Starting item 3 (Target: company.knowledge_artifacts)... Starting item 4 (Target: none)... Starting item 5 (Target: company.strategic_signatures)... Starting item 6 (Target: user.role_context)... Starting item 7 (Target: none)... Starting item 8 (Target: company.strategic_signatures)... Starting item 9 (Target: company.knowledge_artifacts)... Starting item 10 (Target: none)... Completed item 8: user_special_073 Completed item 10: none_transactional_098 Completed item 1: user.strategic_approach_081 Completed item 4: none_transactional_135 Completed item 2: none_transactional_452 Completed item 9: user_marketing_874 Completed item 7: none_transactional_435 Completed item 3: user.communication_style_marketing_assistant_782 Completed item 6: user_special_712 Completed item 5: user_marketing_strategy_458 Batch 18 complete: 10/10 items generated Saved batch to synthetic_data/batch_18.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "none": 4, "user.communication_style": 2, "user.role_context": 2 }, "multi_label_frequency": 0.3, "avg_turns_per_conversation": 7.1, "persistence_distribution": { "long": 5, "short": 4, "medium": 1 }, "scope_distribution": { "user": 6, "none": 4 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 19 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.tools_config)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: company.performance_context)... Starting item 4 (Target: none)... Starting item 5 (Target: user.session_history)... Starting item 6 (Target: none)... Starting item 7 (Target: none)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: user.communication_style)... Starting item 10 (Target: company.business_priorities)... Completed item 7: none_transactional_036 Completed item 4: none_transactional_048 Completed item 6: none_transactional_487 Completed item 5: user.strategic_approach_036 Completed item 2: user_marketing_823 Completed item 8: company_knowledge_artifacts_456 Completed item 3: user_marketing_assistant_782 Completed item 10: user_marketing_assistant_683 Completed item 1: user_strategic_approach_548 Scenario generation failed (attempt 1/6): Unterminated string starting at: line 4 column 3 (char 529) Retrying in 10s... Completed item 9: user_training_471 Batch 19 complete: 10/10 items generated Saved batch to synthetic_data/batch_19.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.communication_style": 4, "user.role_context": 2, "none": 3, "company.knowledge_artifacts": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 8.0, "persistence_distribution": { "long": 5, "medium": 2, "short": 3 }, "scope_distribution": { "user": 6, "none": 3, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 20 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.knowledge_artifacts)... Starting item 2 (Target: user.workflow_patterns)... Starting item 3 (Target: user.workflow_patterns)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: user.communication_style)... Starting item 6 (Target: company.performance_context)... Starting item 7 (Target: user.interaction_preferences)... Starting item 8 (Target: company.business_priorities)... Starting item 9 (Target: company.knowledge_artifacts)... Starting item 10 (Target: company.brand_core)... Completed item 7: user_special_082 Completed item 3: user_special_816 Completed item 9: user_mixed_019 Completed item 10: user_marketing_assistant_045 Completed item 6: user_strategic_approach_042 Completed item 8: user.communication_style_descriptive_label_053 Completed item 4: company_descriptive_label_012 Completed item 1: user.communication_style_descriptive_label_738 Completed item 5: user_incident_response_048 Completed item 2: user_marketing_321 Batch 20 complete: 10/10 items generated Saved batch to synthetic_data/batch_20.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.communication_style": 6, "user.role_context": 4, "user.workflow_patterns": 1, "company.business_priorities": 1, "company.performance_context": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 6.9, "persistence_distribution": { "long": 9, "short": 1 }, "scope_distribution": { "user": 8, "company": 1, "mixed": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 21 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.performance_context)... Starting item 2 (Target: user.workflow_patterns)... Starting item 3 (Target: company.strategic_signatures)... Starting item 4 (Target: company.strategic_signatures)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: user.workflow_patterns)... Starting item 7 (Target: none)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: user.communication_style)... Starting item 10 (Target: user.interaction_preferences)... Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 18:11:12 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s...Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 18:11:12 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 18:11:12 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Scenario generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 18:11:12 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

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Retrying in 10s... Scenario generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 18:11:12 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

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Retrying in 10s... Completed item 10: user.communication_style_059 Completed item 1: user_special_054 Completed item 9: user_marketing_452 Completed item 3: company_marketing_strategy_032 Completed item 7: none_transactional_557 Completed item 5: user_special_094 Completed item 8: company_marketing_582 Completed item 4: user_marketing_conversation_014 Completed item 6: user_scenario_321 Completed item 2: user.strategic_approach_147 Batch 21 complete: 10/10 items generated Saved batch to synthetic_data/batch_21.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 7, "user.role_context": 3, "company.strategic_signatures": 1, "user.workflow_patterns": 1, "none": 1, "company.performance_context": 1, "company.brand_core": 1, "user.communication_style": 2 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.3, "persistence_distribution": { "long": 8, "long|medium": 1, "short": 1 }, "scope_distribution": { "user": 7, "company": 2, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 22 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.communication_style)... Starting item 2 (Target: user.session_history)... Starting item 3 (Target: company.tools_config)... Starting item 4 (Target: company.brand_core)... Starting item 5 (Target: none)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: user.communication_style)... Starting item 8 (Target: user.communication_style)... Starting item 9 (Target: user.session_history)... Starting item 10 (Target: user.strategic_approach)... Completed item 9: user_marketing_assistant_039 Completed item 4: company_marketing_discussion_010 Completed item 3: user_marketing_strategy_463 Completed item 6: user_engineer_338 Completed item 5: none_transactional_472 Completed item 8: user.communication_style_user.strategic_approach_user.role_context_214 Completed item 1: user_mixed_013 Completed item 2: user_marketing_strategy_031 Completed item 7: user_feedback_145 Completed item 10: user_marketing_assistant_014 Batch 22 complete: 10/10 items generated Saved batch to synthetic_data/batch_22.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.workflow_patterns": 1, "user.session_history": 1, "user.role_context": 5, "user.strategic_approach": 7, "user.communication_style": 5, "company.strategic_signatures": 1, "company.brand_core": 1, "none": 1 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 7.0, "persistence_distribution": { "medium": 2, "long": 7, "short": 1 }, "scope_distribution": { "user": 8, "company": 1, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 23 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: user.communication_style)... Starting item 4 (Target: company.brand_core)... Starting item 5 (Target: user.session_history)... Starting item 6 (Target: none)... Starting item 7 (Target: company.tools_config)... Starting item 8 (Target: none)... Starting item 9 (Target: none)... Starting item 10 (Target: none)... Completed item 10: none_transactional_736 Completed item 9: none_transactional_538 Completed item 4: user.communication_style_user.strategic_approach_user.role_context_234 Completed item 5: user_troubleshooting_023 Completed item 7: company_marketing_assistant_019 Completed item 1: user_marketing_338 Completed item 6: none_transactional_731 Completed item 2: user_marketing_specialist_452 Completed item 8: none_transactional_023 Completed item 3: user_marketing_conversation_845 Batch 23 complete: 10/10 items generated Saved batch to synthetic_data/batch_23.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 5, "user.role_context": 4, "user.communication_style": 2, "none": 4, "company.strategic_signatures": 1, "company.performance_context": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 6.9, "persistence_distribution": { "long": 4, "medium": 1, "short": 4, "rolling": 1 }, "scope_distribution": { "user": 5, "none": 4, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 24 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: company.business_priorities)... Starting item 3 (Target: user.workflow_patterns)... Starting item 4 (Target: user.workflow_patterns)... Starting item 5 (Target: user.session_history)... Starting item 6 (Target: user.session_history)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: none)... Starting item 9 (Target: user.strategic_approach)... Starting item 10 (Target: user.interaction_preferences)... Completed item 8: none_transactional_412 Completed item 1: none_transactional_657 Completed item 10: user_marketing_assistant_987 Completed item 5: user.session_history_user.interaction_preferences_user.workflow_patterns_033 Completed item 6: user_security_analyst_827 Completed item 4: user_strategic_approach_000 Completed item 7: user_mixed_782 Completed item 9: user.strategic_approach_143 Completed item 2: user_mixed_073 Completed item 3: user_memory_long_term_planning_729 Batch 24 complete: 10/10 items generated Saved batch to synthetic_data/batch_24.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 2, "user.strategic_approach": 6, "user.workflow_patterns": 5, "user.interaction_preferences": 2, "user.session_history": 2 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.4, "persistence_distribution": { "short": 3, "long": 6, "evolving": 1 }, "scope_distribution": { "none": 2, "user": 8 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 25 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: user.session_history)... Starting item 3 (Target: company.knowledge_artifacts)... Starting item 4 (Target: user.interaction_preferences)... Starting item 5 (Target: company.knowledge_artifacts)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: none)... Starting item 8 (Target: user.communication_style)... Starting item 9 (Target: none)... Starting item 10 (Target: user.interaction_preferences)... Completed item 9: none_transactional_543 Completed item 10: user_communication_style_023 Completed item 5: user.communication_style_special_812 Completed item 1: none_transactional_689 Completed item 7: none_transactional_516 Completed item 6: user_interaction_preferences_536 Completed item 3: user.communication_style_397 Completed item 4: user_marketing_assistant_052 Completed item 2: user_special_024 Completed item 8: user_memory_none_921 Batch 25 complete: 10/10 items generated Saved batch to synthetic_data/batch_25.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 4, "user.strategic_approach": 4, "user.workflow_patterns": 1, "user.communication_style": 4, "user.role_context": 1, "user.interaction_preferences": 1 }, "multi_label_frequency": 0.4, "avg_turns_per_conversation": 7.2, "persistence_distribution": { "short": 3, "long": 5, "medium": 1, "none": 1 }, "scope_distribution": { "none": 4, "user": 6 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 26 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.interaction_preferences)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: user.workflow_patterns)... Starting item 4 (Target: company.performance_context)... Starting item 5 (Target: company.brand_core)... Starting item 6 (Target: user.strategic_approach)... Starting item 7 (Target: none)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: company.strategic_signatures)... Starting item 10 (Target: company.strategic_signatures)... Completed item 7: none_transactional_739 Completed item 6: user_mixed_090 Completed item 5: user_memory_driven_367 Completed item 8: user_mixed_772 Completed item 4: user_marketing_assistant_048 Completed item 10: user_marketing_assistant_013 Completed item 2: user_marketing_conversation_048 Completed item 3: user_marketing_conversation_814 Completed item 1: user_memory_user_preferences_483 Completed item 9: company_memory_long_774 Batch 26 complete: 10/10 items generated Saved batch to synthetic_data/batch_26.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 7, "user.interaction_preferences": 1, "user.workflow_patterns": 2, "user.communication_style": 2, "user.role_context": 4, "company.knowledge_artifacts": 2, "none": 1, "company.brand_core": 2, "company.strategic_signatures": 1 }, "multi_label_frequency": 0.9, "avg_turns_per_conversation": 7.4, "persistence_distribution": { "long": 8, "medium": 1, "short": 1 }, "scope_distribution": { "user": 6, "mixed": 2, "none": 1, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 27 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.business_priorities)... Starting item 2 (Target: company.brand_core)... Starting item 3 (Target: user.session_history)... Starting item 4 (Target: user.session_history)... Starting item 5 (Target: user.workflow_patterns)... Starting item 6 (Target: user.workflow_patterns)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: user.strategic_approach)... Starting item 9 (Target: user.workflow_patterns)... Starting item 10 (Target: company.performance_context)... Completed item 1: user_security_incident_response_452 Completed item 4: user_security_analyst_002 Completed item 3: user_special_834 Completed item 10: user.session_history_user.workflow_patterns_user.role_context_029 Completed item 9: user.strategic_approach_428 Completed item 5: user_marketing_483 Completed item 2: user.communication_style_user.strategic_approach_135 Completed item 8: user_special_024 Completed item 6: user_marketing_assistant_062 Completed item 7: user_memory_038 Batch 27 complete: 10/10 items generated Saved batch to synthetic_data/batch_27.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 9, "user.role_context": 6, "user.communication_style": 3, "user.workflow_patterns": 2, "user.session_history": 1 }, "multi_label_frequency": 0.9, "avg_turns_per_conversation": 7.2, "persistence_distribution": { "medium": 2, "long": 7, "short": 1 }, "scope_distribution": { "user": 10 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 28 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: company.performance_context)... Starting item 3 (Target: company.knowledge_artifacts)... Starting item 4 (Target: company.performance_context)... Starting item 5 (Target: user.workflow_patterns)... Starting item 6 (Target: company.strategic_signatures)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: user.strategic_approach)... Starting item 9 (Target: none)... Starting item 10 (Target: company.knowledge_artifacts)... Completed item 9: none_transactional_643 Completed item 1: none_transactional_439 Completed item 5: user_workflow_pattern_491 Completed item 8: user_strategic_approach_035 Completed item 6: company_strategic_signatures_967 Completed item 3: company_marketing_assistant_461 Completed item 4: user.communication_style_user.strategic_approach_782 Completed item 2: user.strategic_approach_005 Completed item 10: user_special_834 Completed item 7: user_special_123 Batch 28 complete: 10/10 items generated Saved batch to synthetic_data/batch_28.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 2, "user.strategic_approach": 5, "company.strategic_signatures": 2, "company.performance_context": 1, "user.communication_style": 2, "user.workflow_patterns": 2, "user.role_context": 2 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 7.0, "persistence_distribution": { "short": 2, "long": 6, "medium": 2 }, "scope_distribution": { "none": 2, "user": 6, "company": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 29 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.interaction_preferences)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: none)... Starting item 4 (Target: company.strategic_signatures)... Starting item 5 (Target: user.workflow_patterns)... Starting item 6 (Target: company.brand_core)... Starting item 7 (Target: company.strategic_signatures)... Starting item 8 (Target: company.business_priorities)... Starting item 9 (Target: company.tools_config)... Starting item 10 (Target: user.strategic_approach)... Completed item 3: none_transactional_407 Completed item 8: user_marketing_conversation_032 Completed item 4: user_marketing_assistant_024 Completed item 1: user_marketing_335 Completed item 10: user_marketing_conversation_014 Completed item 7: user_mixed_071 Completed item 5: user.strategic_approach_348 Completed item 9: user_marketing_conversation_023 Completed item 2: user_marketing_coordinator_873 Completed item 6: company_marketing_342 Batch 29 complete: 10/10 items generated Saved batch to synthetic_data/batch_29.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.communication_style": 1, "user.role_context": 2, "none": 1, "company.business_priorities": 1, "company.brand_core": 1, "company.strategic_signatures": 1, "company.knowledge_artifacts": 1, "user.workflow_patterns": 2 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.1, "persistence_distribution": { "long": 8, "short": 1, "medium": 1 }, "scope_distribution": { "user": 6, "none": 1, "mixed": 2, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 30 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.communication_style)... Starting item 2 (Target: company.strategic_signatures)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: none)... Starting item 5 (Target: company.knowledge_artifacts)... Starting item 6 (Target: none)... Starting item 7 (Target: company.performance_context)... Starting item 8 (Target: none)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: company.brand_core)... Completed item 8: none_transactional_579 Completed item 6: none_transactional_136 Completed item 2: user.communication_style_146 Completed item 4: none_transactional_339 Completed item 10: user_mixed_468 Completed item 5: user.session_history_user.interaction_preferences_user.workflow_patterns_924 Completed item 9: user_insurance_claim_059 Completed item 1: user_marketing_348 Completed item 3: company_descriptive_732 Completed item 7: user_marketing_specialist_915 Batch 30 complete: 10/10 items generated Saved batch to synthetic_data/batch_30.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 5, "user.communication_style": 2, "company.strategic_signatures": 1, "company.brand_core": 1, "none": 3, "user.interaction_preferences": 1, "user.workflow_patterns": 1, "user.session_history": 1, "user.role_context": 3 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 6.1, "persistence_distribution": { "long": 5, "short": 4, "medium": 1 }, "scope_distribution": { "user": 6, "company": 1, "none": 3 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 31 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: user.communication_style)... Starting item 3 (Target: user.session_history)... Starting item 4 (Target: user.role_context)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: user.role_context)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: company.tools_config)... Starting item 9 (Target: user.session_history)... Starting item 10 (Target: none)... Completed item 10: none_transactional_013 Completed item 1: none_transactional_638 Completed item 9: user_workflow_001 Completed item 8: user_mixed_016 Completed item 7: user.communication_style_192 Completed item 5: user_marketing_assistant_048 Completed item 2: user_communication_style_773 Completed item 3: user_marketing_strategy_043 Completed item 4: user_marketing_assistant_874 Completed item 6: user_special_987 Batch 31 complete: 10/10 items generated Saved batch to synthetic_data/batch_31.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 2, "user.communication_style": 4, "user.strategic_approach": 6, "user.workflow_patterns": 2, "user.role_context": 2, "user.interaction_preferences": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.7, "persistence_distribution": { "short": 2, "long": 6, "medium": 2 }, "scope_distribution": { "none": 2, "user": 8 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 32 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: company.business_priorities)... Starting item 3 (Target: user.communication_style)... Starting item 4 (Target: none)... Starting item 5 (Target: company.tools_config)... Starting item 6 (Target: user.role_context)... Starting item 7 (Target: user.workflow_patterns)... Starting item 8 (Target: company.business_priorities)... Starting item 9 (Target: company.brand_core)... Starting item 10 (Target: user.strategic_approach)... Completed item 4: none_transactional_643 Completed item 9: company_marketing_consultation_783 Completed item 2: user_strategic_approach_778 Completed item 7: user_workflow_patterns_571 Completed item 10: user_marketing_strategy_023 Completed item 1: user_special_029 Completed item 5: company_tools_config_009 Completed item 3: user_security_analyst_942 Completed item 8: user_discussion_876 Completed item 6: user_descriptive_label_324 Batch 32 complete: 10/10 items generated Saved batch to synthetic_data/batch_32.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.role_context": 3, "user.communication_style": 3, "none": 1, "company.tools_config": 1, "user.workflow_patterns": 2, "company.strategic_signatures": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.2, "persistence_distribution": { "long": 6, "short": 1, "medium": 3 }, "scope_distribution": { "user": 7, "none": 1, "company": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 33 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.strategic_signatures)... Starting item 2 (Target: company.strategic_signatures)... Starting item 3 (Target: user.session_history)... Starting item 4 (Target: none)... Starting item 5 (Target: user.session_history)... Starting item 6 (Target: company.performance_context)... Starting item 7 (Target: company.brand_core)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: company.brand_core)... Starting item 10 (Target: company.strategic_signatures)... Completed item 4: none_transactional_153 Completed item 3: user.strategic_approach_199 Completed item 10: company_marketing_conversation_012 Completed item 2: user_marketing_conversation_714 Completed item 6: user_marketing_specialist_034 Completed item 9: company_marketing_664 Completed item 1: user_marketing_assistant_034 Completed item 5: user_memory_user_session_history_691 Completed item 8: company_marketing_138 Completed item 7: company_marketing_798 Batch 33 complete: 10/10 items generated Saved batch to synthetic_data/batch_33.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 5, "user.communication_style": 2, "user.role_context": 2, "none": 1, "user.workflow_patterns": 1, "user.session_history": 1, "company.strategic_signatures": 3, "company.brand_core": 3, "company.knowledge_artifacts": 2 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 7.0, "persistence_distribution": { "long": 8, "short": 2 }, "scope_distribution": { "user": 5, "none": 1, "company": 4 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 34 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.strategic_approach)... Starting item 2 (Target: company.brand_core)... Starting item 3 (Target: none)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: company.knowledge_artifacts)... Starting item 6 (Target: company.strategic_signatures)... Starting item 7 (Target: user.interaction_preferences)... Starting item 8 (Target: company.tools_config)... Starting item 9 (Target: company.strategic_signatures)... Starting item 10 (Target: user.session_history)... Completed item 3: none_transactional_735 Completed item 10: user.strategic_approach_101_842 Completed item 1: user_memory_strategic_approach_058 Completed item 9: company_performance_context_337 Completed item 5: user_training_conversation_782 Completed item 6: user.communication_style_045 Completed item 4: user_marketing_analyst_782 Completed item 7: user.interaction_preferences_user.communication_style_123 Completed item 8: user_marketing_conversation_001 Completed item 2: user_mixed_078 Batch 34 complete: 10/10 items generated Saved batch to synthetic_data/batch_34.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.role_context": 4, "user.communication_style": 4, "none": 1, "user.interaction_preferences": 1, "company.performance_context": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 6.7, "persistence_distribution": { "long": 7, "medium": 1, "short": 1, "rolling": 1 }, "scope_distribution": { "user": 8, "none": 1, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 35 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.strategic_approach)... Starting item 2 (Target: user.session_history)... Starting item 3 (Target: user.session_history)... Starting item 4 (Target: none)... Starting item 5 (Target: company.brand_core)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: none)... Starting item 8 (Target: user.session_history)... Starting item 9 (Target: company.strategic_signatures)... Starting item 10 (Target: user.communication_style)... Completed item 4: none_transactional_018 Completed item 5: company_brand_launch_049 Completed item 7: none_transactional_823 Completed item 2: user_conversation_771 Completed item 1: user_professional_services_consultant_973 Completed item 3: user_guided_dialogue_753 Completed item 8: user.communication_style_143 Completed item 6: user_marketing_conversation_023 Completed item 9: user_special_401 Completed item 10: user_user_023 Batch 35 complete: 10/10 items generated Saved batch to synthetic_data/batch_35.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.workflow_patterns": 2, "user.session_history": 1, "user.role_context": 1, "none": 2, "company.knowledge_artifacts": 1, "company.brand_core": 1, "user.communication_style": 4 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 6.7, "persistence_distribution": { "long": 7, "medium": 1, "short": 2 }, "scope_distribution": { "user": 7, "none": 2, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 36 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.interaction_preferences)... Starting item 2 (Target: company.knowledge_artifacts)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: user.role_context)... Starting item 6 (Target: user.workflow_patterns)... Starting item 7 (Target: user.communication_style)... Starting item 8 (Target: company.performance_context)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: user.interaction_preferences)... Completed item 6: user_marketing_conversation_031 Completed item 3: user_special_043 Completed item 10: user_marketing_487 Completed item 1: user.strategic_approach_124 Completed item 4: user_descriptive_075 Completed item 2: user_marketing_specialist_051 Completed item 9: user_interaction_preferences_842 Completed item 5: company_special_912 Completed item 7: user_assistant_conversation_037 Completed item 8: user.strategic_approach_972 Batch 36 complete: 10/10 items generated Saved batch to synthetic_data/batch_36.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.role_context": 2, "company.knowledge_artifacts": 1, "company.performance_context": 1, "company.strategic_signatures": 1, "user.communication_style": 2, "user.workflow_patterns": 2 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.8, "persistence_distribution": { "long": 10 }, "scope_distribution": { "user": 9, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 37 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: company.brand_core)... Starting item 3 (Target: company.strategic_signatures)... Starting item 4 (Target: company.brand_core)... Starting item 5 (Target: company.business_priorities)... Starting item 6 (Target: user.communication_style)... Starting item 7 (Target: user.workflow_patterns)... Starting item 8 (Target: user.strategic_approach)... Starting item 9 (Target: company.performance_context)... Starting item 10 (Target: company.performance_context)... Completed item 1: none_transactional_451 Completed item 10: company.performance_context_user.communication_style_123 Completed item 9: user_communication_style_marketing_conversation_034 Completed item 7: user_mixed_789 Completed item 8: user.strategic_approach_203 Completed item 6: user_strategic_approach_798 Completed item 3: user_user_081 Completed item 4: user.communication_style_123 Completed item 5: user_special_013 Completed item 2: company_memory_brand_048 Batch 37 complete: 10/10 items generated Saved batch to synthetic_data/batch_37.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 1, "company.brand_core": 1, "user.strategic_approach": 5, "user.workflow_patterns": 2, "user.communication_style": 4, "user.session_history": 1, "user.interaction_preferences": 1, "company.performance_context": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 7.5, "persistence_distribution": { "short": 1, "long": 7, "medium": 1, "rolling ~6m": 1 }, "scope_distribution": { "none": 1, "company": 2, "user": 7 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 38 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.interaction_preferences)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: user.role_context)... Starting item 4 (Target: user.session_history)... Starting item 5 (Target: user.role_context)... Starting item 6 (Target: user.workflow_patterns)... Starting item 7 (Target: company.tools_config)... Starting item 8 (Target: user.strategic_approach)... Starting item 9 (Target: user.session_history)... Starting item 10 (Target: user.workflow_patterns)... Completed item 4: user_workflow_324 Completed item 1: user_engagement_medium_015 Completed item 9: user_marketing_conversation_034 Completed item 3: user_training_conversation_009 Completed item 5: user_marketing_342 Completed item 8: user_mixed_023 Completed item 10: user_marketing_348 Completed item 2: company_strategic_signatures_778 Completed item 7: user.strategic_approach_342 Completed item 6: user.workflow_patterns_user.communication_style_123 Batch 38 complete: 10/10 items generated Saved batch to synthetic_data/batch_38.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.communication_style": 4, "company.strategic_signatures": 1, "user.role_context": 4, "user.workflow_patterns": 1 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 7.5, "persistence_distribution": { "medium": 3, "long": 7 }, "scope_distribution": { "user": 9, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 39 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.interaction_preferences)... Starting item 2 (Target: user.role_context)... Starting item 3 (Target: company.business_priorities)... Starting item 4 (Target: company.strategic_signatures)... Starting item 5 (Target: user.workflow_patterns)... Starting item 6 (Target: none)... Starting item 7 (Target: user.strategic_approach)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: company.knowledge_artifacts)... Starting item 10 (Target: company.business_priorities)... Completed item 6: none_transactional_694 Completed item 8: user_assistant_782 Completed item 10: user_marketing_conversation_456 Completed item 4: user_mixed_081 Completed item 1: user.communication_style_user.strategic_approach_user.workflow_patterns_123 Completed item 7: user_interaction_preferences_descriptive_label_093 Completed item 3: user_marketing_assistant_029 Completed item 9: user_descriptive_001 Completed item 5: user.communication_style_user.strategic_approach_user.role_context_123 Completed item 2: user_mixed_065 Batch 39 complete: 10/10 items generated Saved batch to synthetic_data/batch_39.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.workflow_patterns": 1, "user.communication_style": 5, "user.role_context": 4, "company.strategic_signatures": 1, "none": 1, "user.interaction_preferences": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 6.3, "persistence_distribution": { "long": 9, "short": 1 }, "scope_distribution": { "user": 7, "mixed": 2, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 40 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: company.knowledge_artifacts)... Starting item 3 (Target: company.tools_config)... Starting item 4 (Target: user.communication_style)... Starting item 5 (Target: company.tools_config)... Starting item 6 (Target: company.strategic_signatures)... Starting item 7 (Target: company.brand_core)... Starting item 8 (Target: user.interaction_preferences)... Starting item 9 (Target: user.session_history)... Starting item 10 (Target: company.brand_core)... Completed item 10: company_marketing_strategy_812 Completed item 3: user_feedback_100 Completed item 1: user_scenario_825 Completed item 5: user_marketing_452 Completed item 2: user_marketing_assistant_034 Completed item 9: user_user_069 Completed item 7: user_descriptive_label_012 Completed item 4: user_training_conversation_725 Completed item 6: user.communication_style_none_459 Completed item 8: user.communication_style_user.strategic_approach_user.role_context_307 Batch 40 complete: 10/10 items generated Saved batch to synthetic_data/batch_40.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.role_context": 4, "user.communication_style": 4, "company.knowledge_artifacts": 1, "user.workflow_patterns": 1, "company.business_priorities": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.9, "avg_turns_per_conversation": 7.0, "persistence_distribution": { "long": 10 }, "scope_distribution": { "user": 8, "mixed": 1, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 41 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.workflow_patterns)... Starting item 2 (Target: company.tools_config)... Starting item 3 (Target: none)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: company.brand_core)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: user.workflow_patterns)... Starting item 8 (Target: user.role_context)... Starting item 9 (Target: user.role_context)... Starting item 10 (Target: company.brand_core)... Completed item 3: none_transactional_635 Completed item 7: user.session_history_043 Completed item 8: user_marketing_conversation_021 Completed item 5: user.strategic_approach_213 Completed item 9: user_strategic_approach_043 Completed item 6: user.workflow_patterns_123 Completed item 2: user.session_history_user.strategic_approach_company.performance_context_118 Completed item 1: user_marketing_specialist_587 Completed item 10: user_marketing_348 Completed item 4: user.workflow_patterns_199 Batch 41 complete: 10/10 items generated Saved batch to synthetic_data/batch_41.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.role_context": 2, "user.session_history": 2, "company.performance_context": 1, "none": 1, "user.workflow_patterns": 2, "company.brand_core": 1, "user.communication_style": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 6.8, "persistence_distribution": { "long": 4, "short": 3, "medium": 3 }, "scope_distribution": { "user": 7, "mixed": 2, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 42 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.workflow_patterns)... Starting item 2 (Target: user.session_history)... Starting item 3 (Target: company.strategic_signatures)... Starting item 4 (Target: none)... Starting item 5 (Target: user.strategic_approach)... Starting item 6 (Target: user.session_history)... Starting item 7 (Target: company.knowledge_artifacts)... Starting item 8 (Target: user.strategic_approach)... Starting item 9 (Target: none)... Starting item 10 (Target: user.strategic_approach)... Completed item 8: user.communication_style_user.strategic_approach_user.role_context_184 Completed item 2: user_marketing_assistant_019 Completed item 6: user_marketing_conversation_463 Completed item 9: none_transactional_816 Completed item 1: user.session_history_031 Completed item 7: user_special_015 Completed item 4: none_transactional_781 Completed item 5: user_special_048 Completed item 10: user_strategic_approach_456 Completed item 3: user_special_463 Batch 42 complete: 10/10 items generated Saved batch to synthetic_data/batch_42.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.session_history": 1, "user.strategic_approach": 7, "user.role_context": 5, "user.communication_style": 2, "none": 2 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.4, "persistence_distribution": { "short": 3, "long": 7 }, "scope_distribution": { "user": 8, "none": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 43 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.communication_style)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: company.tools_config)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: none)... Starting item 6 (Target: company.knowledge_artifacts)... Starting item 7 (Target: none)... Starting item 8 (Target: company.strategic_signatures)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: company.tools_config)... Completed item 7: none_transactional_721 Completed item 5: none_transactional_523 Completed item 8: user_marketing_342 Completed item 10: user.strategic_approach_082 Completed item 4: user.strategic_approach_035 Completed item 3: user.strategic_approach_333 Completed item 2: user_interactive_learning_912 Completed item 9: user_marketing_conversation_014 Completed item 6: user_healthcare_collaboration_043 Completed item 1: user_memory_marketing_948 Batch 43 complete: 10/10 items generated Saved batch to synthetic_data/batch_43.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.workflow_patterns": 3, "user.interaction_preferences": 2, "none": 2, "user.communication_style": 1, "user.role_context": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 6.7, "persistence_distribution": { "long": 8, "short": 2 }, "scope_distribution": { "user": 8, "none": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 44 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: company.brand_core)... Starting item 3 (Target: user.role_context)... Starting item 4 (Target: company.knowledge_artifacts)... Starting item 5 (Target: user.strategic_approach)... Starting item 6 (Target: company.brand_core)... Starting item 7 (Target: user.workflow_patterns)... Starting item 8 (Target: company.strategic_signatures)... Starting item 9 (Target: user.session_history)... Starting item 10 (Target: company.performance_context)... Completed item 1: user_marketing_387 Completed item 10: user_marketing_assistant_032 Completed item 2: company_memory_recall_837 Completed item 5: user.strategic_approach_002 Completed item 3: user.communication_style_357 Completed item 4: user.communication_style_123 Completed item 6: company_marketing_strategy_037 Completed item 7: user_strategic_approach_469 Completed item 9: user_professional_services_045 Completed item 8: user_strategy_session_456 Batch 44 complete: 10/10 items generated Saved batch to synthetic_data/batch_44.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 7, "user.session_history": 1, "company.performance_context": 1, "company.brand_core": 2, "user.communication_style": 2, "company.strategic_signatures": 1, "user.role_context": 2, "user.workflow_patterns": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 6.1, "persistence_distribution": { "short": 1, "long": 7, "medium": 2 }, "scope_distribution": { "user": 8, "company": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 45 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.workflow_patterns)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: company.tools_config)... Starting item 6 (Target: none)... Starting item 7 (Target: none)... Starting item 8 (Target: company.strategic_signatures)... Starting item 9 (Target: none)... Starting item 10 (Target: company.brand_core)... Completed item 7: none_transactional_735 Completed item 6: none_transactional_597 Completed item 9: none_transactional_572 Completed item 5: user_user_019 Completed item 3: user_memory_123 Completed item 2: user_strategic_approach_010 Completed item 10: company_marketing_conversation_456 Completed item 4: user_marketing_383 Completed item 1: user_cybersecurity_analyst_666 Completed item 8: user_marketing_conversation_038 Batch 45 complete: 10/10 items generated Saved batch to synthetic_data/batch_45.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.role_context": 3, "user.communication_style": 2, "user.workflow_patterns": 2, "none": 3, "company.knowledge_artifacts": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 6.4, "persistence_distribution": { "medium": 1, "long": 6, "short": 3 }, "scope_distribution": { "user": 6, "none": 3, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 46 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.workflow_patterns)... Starting item 2 (Target: company.brand_core)... Starting item 3 (Target: company.knowledge_artifacts)... Starting item 4 (Target: user.communication_style)... Starting item 5 (Target: company.knowledge_artifacts)... Starting item 6 (Target: company.strategic_signatures)... Starting item 7 (Target: user.workflow_patterns)... Starting item 8 (Target: user.communication_style)... Starting item 9 (Target: company.brand_core)... Starting item 10 (Target: company.tools_config)... Completed item 4: user_marketing_384 Completed item 5: user_marketing_assistant_926 Completed item 10: user.communication_style_descriptive_label_698 Completed item 3: company_memory_enhancement_014 Completed item 2: company_marketing_337 Completed item 8: user.communication_style_123 Completed item 7: user.strategic_approach_358 Completed item 6: company_marketing_156 Completed item 1: user_descriptive_label_468 Completed item 9: user.workflow_patterns_user.session_history_user.interaction_preferences_123 Batch 46 complete: 10/10 items generated Saved batch to synthetic_data/batch_46.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 5, "user.role_context": 2, "company.brand_core": 1, "company.business_priorities": 2, "company.performance_context": 1, "user.communication_style": 3, "company.strategic_signatures": 1, "company.knowledge_artifacts": 1, "user.workflow_patterns": 1, "user.session_history": 1, "user.interaction_preferences": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 6.9, "persistence_distribution": { "long": 8, "short,rolling": 1, "medium": 1 }, "scope_distribution": { "user": 7, "company": 3 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 47 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: company.brand_core)... Starting item 3 (Target: none)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: company.brand_core)... Starting item 6 (Target: user.workflow_patterns)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: user.strategic_approach)... Starting item 9 (Target: company.business_priorities)... Starting item 10 (Target: company.business_priorities)... Completed item 3: none_transactional_452 Completed item 8: user_marketing_assistant_039 Completed item 1: user_marketing_assistant_049 Completed item 2: user.communication_style_123 Completed item 6: user_user_023 Completed item 9: user.session_history_032 Completed item 7: user_mixed_098 Completed item 4: user_research_collaboration_456 Completed item 5: user_marketing_721 Completed item 10: user_memory_024 Batch 47 complete: 10/10 items generated Saved batch to synthetic_data/batch_47.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.interaction_preferences": 1, "user.session_history": 4, "user.communication_style": 4, "none": 1, "user.strategic_approach": 5, "user.workflow_patterns": 2, "user.role_context": 3 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 6.2, "persistence_distribution": { "short": 5, "long": 4, "medium": 1 }, "scope_distribution": { "user": 9, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 48 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.strategic_signatures)... Starting item 2 (Target: user.role_context)... Starting item 3 (Target: user.interaction_preferences)... Starting item 4 (Target: none)... Starting item 5 (Target: company.performance_context)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: user.session_history)... Starting item 9 (Target: company.strategic_signatures)... Starting item 10 (Target: company.strategic_signatures)... Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 18:42:33 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '1601', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 18:42:33 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '1970', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 10s... Retrying in 10s... Completed item 4: none_transactional_532 Completed item 6: user_strategic_approach_664 Completed item 10: company_descriptive_label_715 Completed item 7: user_troubleshooting_738 Completed item 9: user_brainstorming_916 Completed item 1: company_marketing_strategy_001 Completed item 2: user_special_021 Completed item 3: user_interaction_preferences_123 Completed item 5: user_strategic_approach_567 Completed item 8: user_marketing_specialist_874 Batch 48 complete: 10/10 items generated Saved batch to synthetic_data/batch_48.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "company.business_priorities": 1, "company.strategic_signatures": 2, "user.strategic_approach": 5, "user.communication_style": 1, "user.interaction_preferences": 2, "none": 1, "user.session_history": 1, "user.role_context": 2, "company.brand_core": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.6, "persistence_distribution": { "long": 8, "short": 2 }, "scope_distribution": { "company": 2, "user": 7, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 49 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.role_context)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: none)... Starting item 4 (Target: company.business_priorities)... Starting item 5 (Target: company.knowledge_artifacts)... Starting item 6 (Target: company.performance_context)... Starting item 7 (Target: company.strategic_signatures)... Starting item 8 (Target: user.workflow_patterns)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: user.strategic_approach)... Completed item 3: none_transactional_653 Completed item 9: user_communication_style_none_029 Completed item 2: user_interaction_preferences_scenario_745 Completed item 7: user_memory_369 Completed item 1: user.communication_style_213 Completed item 4: user_marketing_strategy_045 Completed item 10: user_descriptive_label_782 Completed item 5: user_special_015 Completed item 6: user_descriptive_697 Completed item 8: user_marketing_specialist_873 Batch 49 complete: 10/10 items generated Saved batch to synthetic_data/batch_49.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.communication_style": 4, "user.interaction_preferences": 1, "user.workflow_patterns": 5, "none": 1, "user.strategic_approach": 6 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 6.3, "persistence_distribution": { "long": 8, "evolving": 1, "short": 1 }, "scope_distribution": { "user": 9, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 50 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: none)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: user.communication_style)... Starting item 5 (Target: company.performance_context)... Starting item 6 (Target: none)... Starting item 7 (Target: company.tools_config)... Starting item 8 (Target: user.interaction_preferences)... Starting item 9 (Target: company.knowledge_artifacts)... Starting item 10 (Target: none)... Completed item 6: none_transactional_666 Completed item 10: none_transactional_652 Completed item 8: user.interaction_preferences_108 Completed item 1: none_transactional_738 Completed item 4: user.communication_style_user.strategic_approach_123 Completed item 2: none_transactional_312 Completed item 9: user.workflow_patterns_187 Completed item 5: user.communication_style_123 Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 18:45:16 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '26707', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 10s... Completed item 3: company_marketing_987 Completed item 7: user_onboarding_583 Batch 50 complete: 10/10 items generated Saved batch to synthetic_data/batch_50.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 4, "company.knowledge_artifacts": 1, "company.brand_core": 1, "user.strategic_approach": 2, "user.communication_style": 3, "user.role_context": 1, "user.interaction_preferences": 1, "user.workflow_patterns": 1 }, "multi_label_frequency": 0.3, "avg_turns_per_conversation": 7.5, "persistence_distribution": { "short": 4, "long": 4, "evolving": 1, "medium": 1 }, "scope_distribution": { "none": 4, "company": 1, "user": 5 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 51 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: user.role_context)... Starting item 5 (Target: company.brand_core)... Starting item 6 (Target: user.session_history)... Starting item 7 (Target: company.knowledge_artifacts)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: none)... Starting item 10 (Target: company.knowledge_artifacts)... Completed item 1: company_marketing_conversation_782 Completed item 10: user_marketing_conversation_010 Completed item 2: user_special_021 Completed item 7: user.strategic_approach_193 Completed item 9: none_transactional_682 Completed item 6: user_special_071 Completed item 4: user_user_046 Completed item 8: company.knowledge_artifacts_user.communication_style_023 Completed item 5: user_marketing_specialist_784 Completed item 3: user_marketing_conversation_854 Batch 51 complete: 10/10 items generated Saved batch to synthetic_data/batch_51.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "company.strategic_signatures": 1, "company.brand_core": 2, "user.strategic_approach": 6, "user.role_context": 4, "user.workflow_patterns": 1, "company.knowledge_artifacts": 1, "user.communication_style": 2, "none": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 5.8, "persistence_distribution": { "long": 8, "medium": 1, "short": 1 }, "scope_distribution": { "company": 1, "user": 6, "mixed": 2, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 52 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.business_priorities)... Starting item 2 (Target: user.session_history)... Starting item 3 (Target: none)... Starting item 4 (Target: user.workflow_patterns)... Starting item 5 (Target: user.communication_style)... Starting item 6 (Target: user.workflow_patterns)... Starting item 7 (Target: user.role_context)... Starting item 8 (Target: company.strategic_signatures)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: user.workflow_patterns)... Completed item 8: user_strategic_approach_015 Completed item 3: none_transactional_459 Completed item 1: user_marketing_conversation_002 Completed item 4: user_marketing_assistant_734 Completed item 10: user_memory_065 Completed item 6: user_strategy_137 Completed item 2: user_marketing_367 Completed item 7: user_marketing_specialist_528 Completed item 5: user_communication_style_010 Completed item 9: user_marketing_specialist_513 Batch 52 complete: 10/10 items generated Saved batch to synthetic_data/batch_52.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 7, "user.communication_style": 3, "user.workflow_patterns": 3, "none": 1, "user.role_context": 2 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.4, "persistence_distribution": { "long": 8, "medium": 1, "short": 1 }, "scope_distribution": { "user": 9, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 53 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.workflow_patterns)... Starting item 2 (Target: company.business_priorities)... Starting item 3 (Target: company.performance_context)... Starting item 4 (Target: user.communication_style)... Starting item 5 (Target: company.brand_core)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: user.communication_style)... Starting item 8 (Target: user.session_history)... Starting item 9 (Target: user.workflow_patterns)... Starting item 10 (Target: user.role_context)... Completed item 9: user_user_048 Completed item 10: user_special_068 Completed item 6: user_memory_long_term_engagement_782 Completed item 7: user.communication_style_029 Completed item 4: user.communication_style_user.strategic_approach_user.workflow_patterns_138 Completed item 1: user_special_021 Completed item 3: user.strategic_approach_834 Completed item 8: user_user_026 Completed item 5: company_marketing_716 Completed item 2: user.workflow_patterns_user.communication_style_892 Batch 53 complete: 10/10 items generated Saved batch to synthetic_data/batch_53.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 7, "user.workflow_patterns": 3, "user.communication_style": 7, "company.performance_context": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 6.5, "persistence_distribution": { "long": 10 }, "scope_distribution": { "user": 9, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 54 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.interaction_preferences)... Starting item 2 (Target: none)... Starting item 3 (Target: company.strategic_signatures)... Starting item 4 (Target: company.business_priorities)... Starting item 5 (Target: user.communication_style)... Starting item 6 (Target: none)... Starting item 7 (Target: user.workflow_patterns)... Starting item 8 (Target: user.session_history)... Starting item 9 (Target: company.performance_context)... Starting item 10 (Target: company.performance_context)... Completed item 2: none_transactional_568 Completed item 6: none_transactional_456 Completed item 8: user_marketing_698 Completed item 1: user_session_history_124 Completed item 5: user_scenario_773 Completed item 4: user_simulation_817 Completed item 10: user_marketing_332 Completed item 7: user.strategic_approach_059 Completed item 9: user.workflow_patterns_134 Completed item 3: user.strategic_approach_2_045 Batch 54 complete: 10/10 items generated Saved batch to synthetic_data/batch_54.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.session_history": 2, "none": 2, "user.strategic_approach": 5, "user.role_context": 2, "user.communication_style": 1, "user.workflow_patterns": 3 }, "multi_label_frequency": 0.4, "avg_turns_per_conversation": 7.7, "persistence_distribution": { "short": 4, "long": 4, "medium": 2 }, "scope_distribution": { "user": 8, "none": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 55 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: company.performance_context)... Starting item 3 (Target: none)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: user.session_history)... Starting item 6 (Target: company.tools_config)... Starting item 7 (Target: company.knowledge_artifacts)... Starting item 8 (Target: user.workflow_patterns)... Starting item 9 (Target: company.performance_context)... Starting item 10 (Target: user.interaction_preferences)... Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 18:52:28 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 18:52:28 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 18:52:28 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 18:52:28 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 18:52:28 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 18:52:28 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Completed item 3: none_transactional_725 Completed item 5: user_session_history_101_559 Completed item 9: user_marketing_strategy_042 Completed item 1: user_strategic_approach_783 Completed item 7: user.communication_style_descriptive_label_763 Completed item 10: user_coaching_054 Completed item 8: user_marketing_640 Completed item 2: user.communication_style_367 Completed item 6: user_workflow_patterns_082 Completed item 4: user_gaming_marketing_strategy_001 Batch 55 complete: 10/10 items generated Saved batch to synthetic_data/batch_55.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 7, "user.role_context": 4, "user.communication_style": 3, "none": 1, "user.session_history": 1, "user.workflow_patterns": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 7.1, "persistence_distribution": { "long": 7, "short": 2, "medium": 1 }, "scope_distribution": { "user": 9, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 56 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: company.brand_core)... Starting item 3 (Target: company.performance_context)... Starting item 4 (Target: user.communication_style)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: none)... Starting item 7 (Target: user.interaction_preferences)... Starting item 8 (Target: none)... Starting item 9 (Target: company.business_priorities)... Starting item 10 (Target: user.session_history)... Completed item 1: none_transactional_349 Completed item 2: user_special_074 Completed item 6: none_transactional_437 Completed item 10: user_marketing_assistant_872 Completed item 8: none_transactional_164 Completed item 5: user_marketing_specialist_872 Completed item 3: user.strategic_approach_045 Completed item 9: company_memory_training_051 Completed item 4: user_marketing_conversation_745 Completed item 7: user_sales_547 Batch 56 complete: 10/10 items generated Saved batch to synthetic_data/batch_56.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 3, "user.strategic_approach": 6, "user.workflow_patterns": 1, "user.role_context": 2, "user.communication_style": 1, "company.strategic_signatures": 1, "company.performance_context": 1, "company.brand_core": 1, "user.session_history": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 5.8, "persistence_distribution": { "short": 3, "long": 6, "medium": 1 }, "scope_distribution": { "none": 3, "user": 6, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 57 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.knowledge_artifacts)... Starting item 2 (Target: company.performance_context)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: company.knowledge_artifacts)... Starting item 5 (Target: user.strategic_approach)... Starting item 6 (Target: user.workflow_patterns)... Starting item 7 (Target: user.role_context)... Starting item 8 (Target: company.tools_config)... Starting item 9 (Target: none)... Starting item 10 (Target: company.business_priorities)... Completed item 9: none_transactional_787 Completed item 6: user_special_023 Completed item 2: user.strategic_approach_914 Completed item 1: user_marketing_conversation_016 Completed item 5: user.strategic_approach_1_537 Completed item 4: user_descriptive_label_019 Completed item 7: user.strategic_approach_123 Completed item 3: company_marketing_strategy_452 Completed item 10: user_marketing_specialist_837 Completed item 8: user.strategic_approach_987 Batch 57 complete: 10/10 items generated Saved batch to synthetic_data/batch_57.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.role_context": 2, "company.business_priorities": 1, "company.strategic_signatures": 1, "company.brand_core": 1, "user.communication_style": 2, "user.workflow_patterns": 1, "none": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 7.0, "persistence_distribution": { "medium": 1, "long": 8, "short": 1 }, "scope_distribution": { "user": 8, "company": 1, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 58 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: user.session_history)... Starting item 4 (Target: user.interaction_preferences)... Starting item 5 (Target: company.brand_core)... Starting item 6 (Target: none)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: none)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: none)... Completed item 6: none_transactional_682 Completed item 8: none_transactional_342 Completed item 4: user_strategic_approach_348 Completed item 7: user_marketing_assistant_789 Completed item 10: none_transactional_548 Completed item 3: user_tutoring_893 Completed item 5: company_omnichannel_strategy_014 Completed item 2: user.strategic_approach_548 Completed item 9: user_special_080 Completed item 1: user_marketing_148 Batch 58 complete: 10/10 items generated Saved batch to synthetic_data/batch_58.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.workflow_patterns": 1, "user.session_history": 2, "user.strategic_approach": 4, "user.interaction_preferences": 2, "company.performance_context": 1, "company.brand_core": 1, "none": 3, "user.role_context": 1, "user.communication_style": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 6.8, "persistence_distribution": { "short": 5, "long": 5 }, "scope_distribution": { "user": 6, "company": 1, "none": 3 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 59 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.strategic_signatures)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: user.role_context)... Starting item 4 (Target: user.workflow_patterns)... Starting item 5 (Target: company.knowledge_artifacts)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: user.strategic_approach)... Starting item 8 (Target: user.workflow_patterns)... Starting item 9 (Target: none)... Starting item 10 (Target: company.business_priorities)... Completed item 9: none_transactional_516 Completed item 10: user_memory_conversation_857 Completed item 8: user.strategic_approach_214 Completed item 2: user_special_726 Completed item 4: user.communication_style_234 Completed item 3: user_interaction_preferences_descriptive_label_621 Completed item 6: user.communication_style_103 Completed item 1: user.strategic_approach_112 Completed item 7: user_user_065 Completed item 5: user.strategic_approach_498 Batch 59 complete: 10/10 items generated Saved batch to synthetic_data/batch_59.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 9, "user.role_context": 2, "user.interaction_preferences": 1, "user.communication_style": 4, "none": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.8, "persistence_distribution": { "long": 9, "short": 1 }, "scope_distribution": { "user": 9, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 60 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: user.communication_style)... Starting item 3 (Target: user.communication_style)... Starting item 4 (Target: user.session_history)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: company.strategic_signatures)... Starting item 7 (Target: user.communication_style)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: none)... Starting item 10 (Target: user.communication_style)... Completed item 9: none_transactional_512 Completed item 5: user_special_739 Completed item 8: user.strategic_approach_243 Completed item 4: user_memory_201 Completed item 10: user_memory_loyal_customer_feedback_854 Completed item 1: user_marketing_assistant_486 Completed item 3: user_special_456 Completed item 2: user_cybersecurity_incident_923 Completed item 6: user_marketing_conversation_009 Completed item 7: user_sales_332 Batch 60 complete: 10/10 items generated Saved batch to synthetic_data/batch_60.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 7, "user.workflow_patterns": 3, "user.communication_style": 4, "user.session_history": 1, "user.interaction_preferences": 1, "user.role_context": 1, "none": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.0, "persistence_distribution": { "medium": 1, "long": 6, "short": 2, "evolving": 1 }, "scope_distribution": { "user": 9, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 61 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: company.brand_core)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: user.session_history)... Starting item 5 (Target: user.communication_style)... Starting item 6 (Target: user.workflow_patterns)... Starting item 7 (Target: company.knowledge_artifacts)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: none)... Starting item 10 (Target: none)... Completed item 1: none_transactional_342 Completed item 9: none_transactional_699 Completed item 4: user_strategic_approach_853 Completed item 3: user_marketing_723 Completed item 10: none_transactional_658 Completed item 5: user_sales_456 Completed item 2: company_memory_live_ops_872 Completed item 6: user_special_763 Completed item 8: company.brand_core_scenario_815 Completed item 7: user.workflow_patterns_user.session_history_user.interaction_preferences_354 Batch 61 complete: 10/10 items generated Saved batch to synthetic_data/batch_61.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 3, "company.knowledge_artifacts": 1, "company.brand_core": 3, "company.business_priorities": 1, "user.strategic_approach": 3, "user.workflow_patterns": 2, "user.communication_style": 1, "user.session_history": 1, "user.interaction_preferences": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 8.4, "persistence_distribution": { "short": 3, "long": 5, "medium": 2 }, "scope_distribution": { "none": 3, "company": 3, "user": 4 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 62 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: company.knowledge_artifacts)... Starting item 3 (Target: user.communication_style)... Starting item 4 (Target: company.tools_config)... Starting item 5 (Target: none)... Starting item 6 (Target: company.knowledge_artifacts)... Starting item 7 (Target: company.brand_core)... Starting item 8 (Target: company.knowledge_artifacts)... Starting item 9 (Target: none)... Starting item 10 (Target: none)... Completed item 1: none_transactional_059 Completed item 9: none_transactional_330 Completed item 10: none_transactional_758 Completed item 2: user_special_847 Completed item 5: none_transactional_679 Completed item 3: user_marketing_456 Completed item 8: company_memory_storage_742 Completed item 7: user_mixed_739 Completed item 4: user_marketing_468 Completed item 6: user_marketing_assistant_987 Batch 62 complete: 10/10 items generated Saved batch to synthetic_data/batch_62.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 4, "user.strategic_approach": 4, "user.workflow_patterns": 2, "user.interaction_preferences": 1, "user.communication_style": 2, "user.role_context": 2, "company.business_priorities": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 7.7, "persistence_distribution": { "short": 5, "long": 5 }, "scope_distribution": { "none": 4, "user": 5, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 63 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: user.workflow_patterns)... Starting item 3 (Target: none)... Starting item 4 (Target: company.brand_core)... Starting item 5 (Target: user.workflow_patterns)... Starting item 6 (Target: company.performance_context)... Starting item 7 (Target: user.workflow_patterns)... Starting item 8 (Target: company.strategic_signatures)... Starting item 9 (Target: company.performance_context)... Starting item 10 (Target: company.performance_context)... Completed item 1: none_transactional_048 Completed item 2: user_marketing_assistant_023 Completed item 9: user_memory_user_preferences_152 Completed item 5: user_descriptive_label_024 Completed item 10: user.strategic_approach_011 Completed item 6: user_descriptive_736 Completed item 7: user_special_064 Completed item 4: user.communication_style_gaming_942 Completed item 3: none_transactional_759 Completed item 8: company_strategic_signatures_664 Batch 63 complete: 10/10 items generated Saved batch to synthetic_data/batch_63.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 2, "user.strategic_approach": 5, "user.communication_style": 3, "user.role_context": 1, "user.interaction_preferences": 1, "user.session_history": 2, "user.workflow_patterns": 2, "company.strategic_signatures": 1, "company.knowledge_artifacts": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 6.7, "persistence_distribution": { "short": 4, "long": 6 }, "scope_distribution": { "none": 2, "user": 7, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 64 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.knowledge_artifacts)... Starting item 2 (Target: company.brand_core)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: user.workflow_patterns)... Starting item 5 (Target: company.business_priorities)... Starting item 6 (Target: user.strategic_approach)... Starting item 7 (Target: company.business_priorities)... Starting item 8 (Target: user.workflow_patterns)... Starting item 9 (Target: none)... Starting item 10 (Target: user.session_history)... Completed item 9: none_transactional_386 Completed item 4: user.strategic_approach_091 Completed item 10: user_special_091 Completed item 6: user_special_784 Completed item 1: user.workflow_patterns_user.role_context_user.communication_style_947 Completed item 8: user_assistant_582 Completed item 3: company_marketing_collaboration_023 Completed item 7: user_marketing_assistant_012 Completed item 5: user.communication_style_102 Completed item 2: company_marketing_012 Batch 64 complete: 10/10 items generated Saved batch to synthetic_data/batch_64.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.workflow_patterns": 2, "user.role_context": 3, "user.communication_style": 4, "company.knowledge_artifacts": 1, "company.brand_core": 2, "company.business_priorities": 1, "user.strategic_approach": 5, "none": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.5, "persistence_distribution": { "medium": 2, "long": 7, "short": 1 }, "scope_distribution": { "user": 7, "company": 2, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 65 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.strategic_approach)... Starting item 2 (Target: none)... Starting item 3 (Target: company.strategic_signatures)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: company.knowledge_artifacts)... Starting item 6 (Target: company.knowledge_artifacts)... Starting item 7 (Target: user.strategic_approach)... Starting item 8 (Target: user.strategic_approach)... Starting item 9 (Target: none)... Starting item 10 (Target: user.workflow_patterns)... Completed item 9: none_transactional_572 Completed item 5: user.communication_style_093 Completed item 2: none_transactional_802 Completed item 6: user_special_729 Completed item 7: user_marketing_conversation_734 Completed item 10: user.communication_style_descriptive_label_557 Completed item 1: user_special_084 Completed item 8: user.communication_style_383 Completed item 3: user_mixed_084 Completed item 4: user.communication_style_234 Batch 65 complete: 10/10 items generated Saved batch to synthetic_data/batch_65.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.communication_style": 5, "none": 2, "company.strategic_signatures": 1, "company.tools_config": 1, "user.session_history": 1, "user.workflow_patterns": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.8, "persistence_distribution": { "long": 7, "short": 3 }, "scope_distribution": { "user": 7, "none": 2, "mixed": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 66 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.strategic_signatures)... Starting item 2 (Target: company.knowledge_artifacts)... Starting item 3 (Target: none)... Starting item 4 (Target: user.session_history)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: company.business_priorities)... Starting item 7 (Target: company.brand_core)... Starting item 8 (Target: company.business_priorities)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: company.brand_core)... Completed item 5: user_strategic_approach_835 Completed item 3: none_transactional_367 Completed item 8: user_marketing_conversation_012 Completed item 7: user_marketing_conversation_003 Completed item 9: user_strategic_approach_923 Completed item 10: user_mixed_013 Completed item 4: user_memory_145 Completed item 2: user_marketing_assistant_043 Completed item 6: user_special_021 Completed item 1: user_marketing_specialist_578 Batch 66 complete: 10/10 items generated Saved batch to synthetic_data/batch_66.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 9, "user.communication_style": 3, "user.role_context": 3, "none": 1, "user.workflow_patterns": 1, "user.session_history": 1, "company.performance_context": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.9, "persistence_distribution": { "long": 8, "short": 1, "medium": 1 }, "scope_distribution": { "user": 8, "none": 1, "mixed": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 67 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: company.performance_context)... Starting item 3 (Target: user.communication_style)... Starting item 4 (Target: company.performance_context)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: user.role_context)... Starting item 7 (Target: none)... Starting item 8 (Target: user.workflow_patterns)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: none)... Completed item 7: none_transactional_753 Completed item 1: none_transactional_783 Completed item 3: user.communication_style_user.strategic_approach_user.role_context_123 Completed item 5: user_communication_style_special_081 Completed item 2: user.communication_style_user_marketing_assistant_813 Completed item 9: user_memory_recall_782 Completed item 10: none_transactional_321 Completed item 4: user_memory_1_000 Completed item 6: user_descriptive_label_001 Completed item 8: user_marketing_384 Batch 67 complete: 10/10 items generated Saved batch to synthetic_data/batch_67.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 3, "user.strategic_approach": 5, "user.communication_style": 5, "user.role_context": 1, "user.workflow_patterns": 2, "user.interaction_preferences": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 8.3, "persistence_distribution": { "short": 3, "long": 6, "evolving": 1 }, "scope_distribution": { "none": 3, "user": 7 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 68 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.communication_style)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: user.strategic_approach)... Starting item 4 (Target: user.session_history)... Starting item 5 (Target: user.role_context)... Starting item 6 (Target: user.session_history)... Starting item 7 (Target: company.tools_config)... Starting item 8 (Target: none)... Starting item 9 (Target: company.brand_core)... Starting item 10 (Target: user.session_history)... Scenario generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 19:06:41 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 19:06:56 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Completed item 8: none_transactional_638 Completed item 10: user_marketing_conversation_023 Completed item 4: user_sports_media_729 Completed item 6: user_tutorial_559 Completed item 3: user.communication_style_scenario_927 Completed item 2: user.strategic_approach_101_017 Completed item 7: company_marketing_initiative_023 Completed item 5: user_marketing_conversation_012 Completed item 9: company_marketing_support_921 Completed item 1: user_memory_063 Batch 68 complete: 10/10 items generated Saved batch to synthetic_data/batch_68.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.communication_style": 3, "user.workflow_patterns": 2, "user.role_context": 1, "user.interaction_preferences": 1, "user.session_history": 1, "company.business_priorities": 2, "company.performance_context": 1, "company.tools_config": 1, "none": 1, "company.knowledge_artifacts": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 7.6, "persistence_distribution": { "long": 6, "medium": 2, "short": 2 }, "scope_distribution": { "user": 7, "company": 2, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 69 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: company.performance_context)... Starting item 3 (Target: company.strategic_signatures)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: user.strategic_approach)... Starting item 6 (Target: company.knowledge_artifacts)... Starting item 7 (Target: company.brand_core)... Starting item 8 (Target: none)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: user.workflow_patterns)... Completed item 8: none_transactional_724 Completed item 3: user.strategic_approach_123 Completed item 10: user_coaching_738 Completed item 9: user.communication_style_none_832 Completed item 6: user_memory_none_372 Completed item 2: company.performance_context_user.workflow_patterns_038 Completed item 5: user_marketing_conversation_021 Completed item 7: user_marketing_conversation_010 Completed item 1: user_user_062 Completed item 4: user_strategic_approach_814 Batch 69 complete: 10/10 items generated Saved batch to synthetic_data/batch_69.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.session_history": 1, "user.role_context": 2, "user.workflow_patterns": 2, "company.performance_context": 1, "none": 2, "company.brand_core": 1, "user.communication_style": 2 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 6.6, "persistence_distribution": { "medium": 2, "rolling": 1, "long": 5, "none": 1, "short": 1 }, "scope_distribution": { "user": 6, "mixed": 2, "none": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 70 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: user.session_history)... Starting item 4 (Target: company.business_priorities)... Starting item 5 (Target: none)... Starting item 6 (Target: company.business_priorities)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: company.strategic_signatures)... Starting item 9 (Target: company.brand_core)... Starting item 10 (Target: company.performance_context)... Completed item 1: none_transactional_596 Completed item 8: company_strategic_signatures_342 Completed item 2: user_memory_driver_engagement_742 Completed item 4: user_memory_retail_584 Completed item 5: none_transactional_459 Completed item 6: company_marketing_conversation_023 Completed item 3: user_strategic_approach_782 Completed item 7: user_memory_011 Completed item 9: user_descriptive_label_845 Completed item 10: user_marketing_conversation_825 Batch 70 complete: 10/10 items generated Saved batch to synthetic_data/batch_70.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 2, "user.strategic_approach": 5, "user.workflow_patterns": 3, "user.role_context": 1, "company.business_priorities": 1, "company.performance_context": 1, "user.session_history": 1, "user.communication_style": 2, "company.strategic_signatures": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 8.2, "persistence_distribution": { "short": 3, "long": 6, "medium": 1 }, "scope_distribution": { "none": 2, "user": 6, "company": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 71 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: company.knowledge_artifacts)... Starting item 5 (Target: company.brand_core)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: user.strategic_approach)... Starting item 8 (Target: user.session_history)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: company.strategic_signatures)... Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:18 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '7172', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 10s...Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:18 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '5137', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 10s... Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:36 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '23559', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:36 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '21786', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:36 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '24258', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:36 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '23553', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:36 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '22476', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:36 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '26991', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 10s... Retrying in 10s...Retrying in 10s...Retrying in 10s... Retrying in 10s... Retrying in 10s...Conversation generation failed (attempt 2/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:36 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '7569', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 20s... Completed item 8: user_marketing_assistant_024 Completed item 3: company_descriptive_874 Conversation generation failed (attempt 2/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:50 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '4782', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Conversation generation failed (attempt 2/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:50 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '4745', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 20s...Retrying in 20s...Conversation generation failed (attempt 2/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:50 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '4747', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 20s... Completed item 10: user_marketing_321 Conversation generation failed (attempt 3/6): headers: {'date': 'Mon, 24 Nov 2025 19:10:58 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '2658', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 40s... Completed item 5: user_marketing_487 Completed item 4: user_marketing_strategy_023 Completed item 6: user_marketing_conversation_783 Completed item 2: user_marketing_specialist_378 Completed item 1: user_memory_company_memory_312 Completed item 7: user_memory_123 Conversation generation failed (attempt 4/6): The read operation timed out Retrying in 80s... Completed item 9: user_marketing_assistant_819 Batch 71 complete: 10/10 items generated Saved batch to synthetic_data/batch_71.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "company.brand_core": 2, "company.knowledge_artifacts": 1, "user.communication_style": 5, "user.workflow_patterns": 3, "user.session_history": 1, "company.business_priorities": 1, "user.strategic_approach": 7, "user.role_context": 2 }, "multi_label_frequency": 0.9, "avg_turns_per_conversation": 7.2, "persistence_distribution": { "long": 8, "medium": 2 }, "scope_distribution": { "mixed": 1, "user": 8, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 72 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: company.tools_config)... Starting item 4 (Target: company.tools_config)... Starting item 5 (Target: company.tools_config)... Starting item 6 (Target: company.brand_core)... Starting item 7 (Target: company.brand_core)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: none)... Starting item 10 (Target: user.communication_style)... Completed item 4: user_marketing_assistant_029 Completed item 8: user_mixed_777 Completed item 2: company_marketing_strategy_015 Completed item 7: company_marketing_conversation_048 Completed item 9: none_transactional_549 Completed item 5: user.communication_style_143 Completed item 3: user_special_837 Completed item 6: company.brand_core_discussion_692 Completed item 10: user_workflow_patterns_532 Completed item 1: user_special_804 Batch 72 complete: 10/10 items generated Saved batch to synthetic_data/batch_72.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 4, "user.role_context": 1, "company.strategic_signatures": 1, "company.brand_core": 3, "user.communication_style": 3, "user.workflow_patterns": 2, "none": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 6.8, "persistence_distribution": { "long": 8, "short": 1, "medium": 1 }, "scope_distribution": { "user": 6, "company": 3, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 73 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.knowledge_artifacts)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: company.business_priorities)... Starting item 5 (Target: user.strategic_approach)... Starting item 6 (Target: company.tools_config)... Starting item 7 (Target: company.tools_config)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: company.performance_context)... Starting item 10 (Target: user.session_history)... Completed item 4: user.strategic_approach_339 Completed item 2: user_marketing_assistant_039 Completed item 1: user_special_832 Completed item 7: user_none_092 Completed item 5: user.communication_style_none_456 Completed item 3: company_memory_marketing_assistant_036 Completed item 9: user.communication_style_383 Completed item 6: user_strategic_approach_012 Completed item 8: company_marketing_557 Completed item 10: user_marketing_conversation_749 Batch 73 complete: 10/10 items generated Saved batch to synthetic_data/batch_73.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 5, "user.role_context": 2, "company.strategic_signatures": 1, "company.performance_context": 1, "company.brand_core": 2, "user.communication_style": 2, "none": 1, "company.knowledge_artifacts": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 7.1, "persistence_distribution": { "long": 8, "none": 1, "medium": 1 }, "scope_distribution": { "user": 6, "mixed": 1, "company": 2, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 74 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.tools_config)... Starting item 2 (Target: user.session_history)... Starting item 3 (Target: user.interaction_preferences)... Starting item 4 (Target: none)... Starting item 5 (Target: user.workflow_patterns)... Starting item 6 (Target: user.session_history)... Starting item 7 (Target: company.performance_context)... Starting item 8 (Target: user.interaction_preferences)... Starting item 9 (Target: company.strategic_signatures)... Starting item 10 (Target: user.session_history)... Completed item 1: user.strategic_approach_564 Completed item 4: none_transactional_662 Completed item 10: user_marketing_assistant_041 Completed item 7: user.strategic_approach_108 Completed item 6: user_mixed_001 Completed item 5: user.workflow_patterns_101_956 Completed item 9: user_training_012 Completed item 3: user_strategic_approach_023 Completed item 2: user_memory_long_387 Completed item 8: user_memory_training_049 Batch 74 complete: 10/10 items generated Saved batch to synthetic_data/batch_74.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.role_context": 3, "user.communication_style": 3, "none": 1, "user.workflow_patterns": 1, "company.strategic_signatures": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 7.5, "persistence_distribution": { "long": 8, "short": 1, "medium": 1 }, "scope_distribution": { "user": 8, "none": 1, "mixed": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 75 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.strategic_approach)... Starting item 2 (Target: company.tools_config)... Starting item 3 (Target: none)... Starting item 4 (Target: company.brand_core)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: user.communication_style)... Starting item 7 (Target: none)... Starting item 8 (Target: user.communication_style)... Starting item 9 (Target: user.communication_style)... Starting item 10 (Target: company.knowledge_artifacts)... Completed item 3: none_transactional_669 Completed item 7: none_transactional_001 Completed item 2: user_testing_784 Completed item 8: user_marketing_assistant_037 Completed item 10: user_special_028 Completed item 9: company_influencer_marketing_456 Completed item 1: company_marketing_collaboration_057 Completed item 4: user_marketing_conversation_024 Completed item 5: user_marketing_specialist_456 Completed item 6: user_mixed_012 Batch 75 complete: 10/10 items generated Saved batch to synthetic_data/batch_75.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "company.strategic_signatures": 1, "company.brand_core": 2, "user.strategic_approach": 6, "user.role_context": 3, "none": 2, "user.interaction_preferences": 1, "user.communication_style": 1, "user.workflow_patterns": 1, "company.knowledge_artifacts": 1 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 7.1, "persistence_distribution": { "long": 8, "short": 2 }, "scope_distribution": { "company": 2, "user": 6, "none": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 76 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.communication_style)... Starting item 2 (Target: none)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: company.brand_core)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: company.strategic_signatures)... Starting item 8 (Target: user.session_history)... Starting item 9 (Target: company.knowledge_artifacts)... Starting item 10 (Target: company.performance_context)... Completed item 6: user_memory_user_preferences_031 Completed item 2: none_transactional_574 Completed item 4: company_memory_assistant_857 Completed item 3: company_performance_context_045 Completed item 10: company_performance_context_632 Completed item 8: user.workflow_patterns_user.communication_style_845 Completed item 7: company_descriptive_987 Completed item 5: user_marketing_conversation_008 Completed item 1: user_descriptive_label_546 Completed item 9: company_knowledge_artifacts_687 Batch 76 complete: 10/10 items generated Saved batch to synthetic_data/batch_76.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 3, "user.communication_style": 4, "none": 1, "company.performance_context": 3, "company.strategic_signatures": 1, "company.brand_core": 1, "company.business_priorities": 2, "user.workflow_patterns": 1, "company.knowledge_artifacts": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 5.6, "persistence_distribution": { "long": 6, "short": 2, "rolling": 2 }, "scope_distribution": { "user": 4, "none": 1, "company": 5 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 77 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.interaction_preferences)... Starting item 2 (Target: company.tools_config)... Starting item 3 (Target: company.business_priorities)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: company.performance_context)... Starting item 6 (Target: user.session_history)... Starting item 7 (Target: company.performance_context)... Starting item 8 (Target: company.knowledge_artifacts)... Starting item 9 (Target: user.workflow_patterns)... Starting item 10 (Target: company.strategic_signatures)... Completed item 9: user_special_743 Completed item 7: user.workflow_patterns_019 Completed item 1: user.interaction_preferences_user.communication_style_user.strategic_approach_247 Completed item 4: user.strategic_approach_001_789 Completed item 2: company_knowledge_artifacts_723 Completed item 8: user.communication_style_048 Completed item 10: user_marketing_assistant_432 Completed item 3: user_marketing_assistant_045 Completed item 6: user.strategic_approach_003 Completed item 5: user_descriptive_label_852 Batch 77 complete: 10/10 items generated Saved batch to synthetic_data/batch_77.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.interaction_preferences": 1, "user.communication_style": 2, "user.strategic_approach": 7, "company.knowledge_artifacts": 1, "user.workflow_patterns": 2, "user.session_history": 1, "user.role_context": 3 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 6.8, "persistence_distribution": { "long": 7, "short": 1, "medium": 2 }, "scope_distribution": { "user": 9, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 78 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: user.session_history)... Starting item 3 (Target: none)... Starting item 4 (Target: company.brand_core)... Starting item 5 (Target: user.workflow_patterns)... Starting item 6 (Target: company.business_priorities)... Starting item 7 (Target: user.communication_style)... Starting item 8 (Target: user.role_context)... Starting item 9 (Target: user.workflow_patterns)... Starting item 10 (Target: company.business_priorities)... Completed item 1: none_transactional_382 Completed item 5: user_special_086 Completed item 6: user.strategic_approach_234 Completed item 3: none_transactional_668 Completed item 4: user_incident_response_029 Completed item 10: company_marketing_strategy_783 Completed item 9: user_strategic_approach_814 Completed item 7: user.strategic_approach_107 Completed item 8: user_marketing_assistant_782 Completed item 2: user.strategic_approach_user.session_history_user.interaction_preferences_145 Batch 78 complete: 10/10 items generated Saved batch to synthetic_data/batch_78.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 2, "user.strategic_approach": 7, "user.session_history": 1, "user.interaction_preferences": 1, "user.role_context": 2, "user.workflow_patterns": 1, "company.business_priorities": 1, "company.performance_context": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 6.8, "persistence_distribution": { "short": 3, "long": 7 }, "scope_distribution": { "none": 2, "user": 7, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 79 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.performance_context)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: company.knowledge_artifacts)... Starting item 4 (Target: user.communication_style)... Starting item 5 (Target: user.communication_style)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: user.interaction_preferences)... Starting item 8 (Target: user.interaction_preferences)... Starting item 9 (Target: user.strategic_approach)... Starting item 10 (Target: user.communication_style)... Completed item 10: user_memory_071 Completed item 3: user_technical_805 Completed item 2: user_memory_758 Completed item 1: user_marketing_strategy_779 Completed item 6: user.communication_style_012 Completed item 9: user.communication_style_user.strategic_approach_user.role_context_214 Completed item 8: user_memory_064 Completed item 5: user.strategic_approach_103 Completed item 7: user.workflow_patterns_143 Completed item 4: user.communication_style_user.strategic_approach_user.role_context_027 Batch 79 complete: 10/10 items generated Saved batch to synthetic_data/batch_79.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.communication_style": 6, "user.role_context": 3, "user.workflow_patterns": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 7.5, "persistence_distribution": { "long": 9, "medium": 1 }, "scope_distribution": { "user": 10 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 80 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: company.performance_context)... Starting item 3 (Target: company.knowledge_artifacts)... Starting item 4 (Target: none)... Starting item 5 (Target: company.strategic_signatures)... Starting item 6 (Target: company.strategic_signatures)... Starting item 7 (Target: company.brand_core)... Starting item 8 (Target: user.workflow_patterns)... Starting item 9 (Target: user.workflow_patterns)... Starting item 10 (Target: none)... Completed item 8: user_dialogue_842 Completed item 4: none_transactional_359 Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 19:41:49 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 19:41:49 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 19:41:49 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Completed item 2: user_strategic_approach_025 Completed item 5: user_marketing_conversation_456 Completed item 3: user.session_history_101_874 Completed item 1: user_marketing_378 Completed item 7: user_dialogue_278 Completed item 10: none_transactional_564 Completed item 6: user_memory_123 Completed item 9: user_marketing_conversation_012 Batch 80 complete: 10/10 items generated Saved batch to synthetic_data/batch_80.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 7, "user.communication_style": 3, "user.session_history": 1, "none": 2, "user.role_context": 4 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.8, "persistence_distribution": { "long": 7, "short": 3 }, "scope_distribution": { "user": 8, "none": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 81 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.interaction_preferences)... Starting item 2 (Target: user.workflow_patterns)... Starting item 3 (Target: user.interaction_preferences)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: company.knowledge_artifacts)... Starting item 6 (Target: company.performance_context)... Starting item 7 (Target: user.interaction_preferences)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: company.strategic_signatures)... Starting item 10 (Target: user.interaction_preferences)... Scenario generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 19:43:05 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Scenario generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 19:43:05 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Completed item 4: user.strategic_approach_246 Completed item 8: user.communication_style_110 Completed item 3: user_marketing_conversation_856 Completed item 1: user_realistic_019 Completed item 10: user.interaction_preferences_user.workflow_patterns_056 Completed item 7: user_training_conversation_049 Completed item 6: user.strategic_approach_027 Completed item 5: user_special_715 Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 19:45:58 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '176047', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 10s... Completed item 2: user_dialogue_834 Completed item 9: user_strategic_approach_778 Batch 81 complete: 10/10 items generated Saved batch to synthetic_data/batch_81.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.interaction_preferences": 2, "user.session_history": 1, "user.role_context": 2, "user.communication_style": 3, "user.workflow_patterns": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.3, "persistence_distribution": { "long": 8, "medium": 2 }, "scope_distribution": { "user": 10 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 82 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.communication_style)... Starting item 2 (Target: company.strategic_signatures)... Starting item 3 (Target: company.business_priorities)... Starting item 4 (Target: company.knowledge_artifacts)... Starting item 5 (Target: user.session_history)... Starting item 6 (Target: user.communication_style)... Starting item 7 (Target: company.brand_core)... Starting item 8 (Target: user.interaction_preferences)... Starting item 9 (Target: user.role_context)... Starting item 10 (Target: user.strategic_approach)... Completed item 10: user_marketing_strategist_011 Completed item 8: user_marketing_director_012 Completed item 3: user_project_management_630 Completed item 5: user_marketing_assistant_856 Completed item 6: user_marketing_initiative_010 Completed item 7: company_marketing_conversation_023 Completed item 4: user_special_795 Completed item 9: user.strategic_approach_042 Completed item 1: user_memory_assistant_643 Completed item 2: user.strategic_approach_342 Batch 82 complete: 10/10 items generated Saved batch to synthetic_data/batch_82.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 9, "user.role_context": 4, "user.communication_style": 2, "company.performance_context": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 6.9, "persistence_distribution": { "medium": 2, "long": 8 }, "scope_distribution": { "user": 9, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 83 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: none)... Starting item 4 (Target: company.performance_context)... Starting item 5 (Target: user.session_history)... Starting item 6 (Target: none)... Starting item 7 (Target: user.strategic_approach)... Starting item 8 (Target: user.session_history)... Starting item 9 (Target: user.workflow_patterns)... Starting item 10 (Target: user.interaction_preferences)... Conversation generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 19:49:31 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '11337', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Scenario generation failed (attempt 1/6): headers: {'date': 'Mon, 24 Nov 2025 19:49:31 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '23618', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 10s... Retrying in 10s... Completed item 9: user_healthcare_654 Conversation generation failed (attempt 2/6): headers: {'date': 'Mon, 24 Nov 2025 19:49:48 GMT', 'content-length': '0', 'x-envoy-upstream-service-time': '6879', 'server': 'envoy', 'via': '1.1 google', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 500, body: Retrying in 20s... Completed item 4: user_scenario_456 Completed item 1: none_transactional_093 Completed item 10: user_special_021 Completed item 3: none_transactional_397 Completed item 8: user_marketing_conversation_012 Completed item 5: user_marketing_conversation_001 Completed item 2: user_marketing_452 Completed item 6: none_transactional_068 Completed item 7: user_mixed_729 Batch 83 complete: 10/10 items generated Saved batch to synthetic_data/batch_83.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 3, "user.strategic_approach": 7, "user.workflow_patterns": 1, "user.role_context": 2, "user.communication_style": 3, "user.session_history": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.1, "persistence_distribution": { "short": 4, "long": 6 }, "scope_distribution": { "none": 3, "user": 7 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 84 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.interaction_preferences)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: company.tools_config)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: company.strategic_signatures)... Starting item 6 (Target: none)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: user.interaction_preferences)... Starting item 9 (Target: user.interaction_preferences)... Starting item 10 (Target: user.communication_style)... Completed item 3: user_none_072 Completed item 1: user_marketing_strategist_856 Completed item 2: user_workflow_441 Completed item 6: none_transactional_398 Completed item 9: user_communication_style_735 Completed item 10: user_special_762 Completed item 5: company_marketing_strategy_024 Completed item 4: user.strategic_approach_100 Completed item 7: user_marketing_assistant_043 Completed item 8: user_marketing_specialist_642 Batch 84 complete: 10/10 items generated Saved batch to synthetic_data/batch_84.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.interaction_preferences": 1, "user.workflow_patterns": 1, "none": 2, "company.business_priorities": 1, "company.strategic_signatures": 1, "company.brand_core": 1, "user.communication_style": 3, "user.role_context": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.0, "persistence_distribution": { "long": 7, "medium": 1, "none": 1, "short": 1 }, "scope_distribution": { "user": 7, "none": 2, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 85 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.knowledge_artifacts)... Starting item 2 (Target: none)... Starting item 3 (Target: company.business_priorities)... Starting item 4 (Target: company.brand_core)... Starting item 5 (Target: company.tools_config)... Starting item 6 (Target: company.brand_core)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: company.performance_context)... Starting item 9 (Target: user.communication_style)... Starting item 10 (Target: company.performance_context)... Completed item 2: none_transactional_061 Completed item 3: user.workflow_patterns_user.communication_style_935 Completed item 6: user_marketing_assistant_016 Completed item 5: company.tools_config_user.communication_style_045 Completed item 7: user_strategic_approach_726 Completed item 4: user_descriptive_label_716 Completed item 8: user.session_history_user.workflow_patterns_user.interaction_preferences_043 Completed item 10: user.strategic_approach_marketing_assistant_048 Completed item 1: user_special_648 Completed item 9: user_marketing_strategy_021 Batch 85 complete: 10/10 items generated Saved batch to synthetic_data/batch_85.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.role_context": 3, "none": 1, "user.workflow_patterns": 2, "user.communication_style": 3, "company.tools_config": 1, "user.session_history": 1, "user.interaction_preferences": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.4, "persistence_distribution": { "long": 6, "short": 2, "medium": 2 }, "scope_distribution": { "user": 8, "none": 1, "mixed": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 86 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: company.knowledge_artifacts)... Starting item 3 (Target: user.strategic_approach)... Starting item 4 (Target: none)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: company.strategic_signatures)... Starting item 7 (Target: user.interaction_preferences)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: company.strategic_signatures)... Starting item 10 (Target: company.performance_context)... Completed item 4: none_transactional_045 Completed item 3: user_marketing_assistant_038 Completed item 5: user_memory_special_013 Completed item 6: user.communication_style_proposal_development_102 Completed item 8: company_memory_marketing_573 Completed item 9: company_performance_context_724 Completed item 2: user_marketing_348 Completed item 10: user_marketing_549 Completed item 1: user_special_001 Completed item 7: user_professional_services_firm_567 Batch 86 complete: 10/10 items generated Saved batch to synthetic_data/batch_86.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.communication_style": 3, "user.workflow_patterns": 3, "none": 1, "user.session_history": 1, "company.knowledge_artifacts": 1, "company.brand_core": 1, "company.performance_context": 1, "user.role_context": 1 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 8.1, "persistence_distribution": { "long": 6, "medium": 1, "short": 2, "rolling": 1 }, "scope_distribution": { "user": 7, "none": 1, "company": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 87 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: company.knowledge_artifacts)... Starting item 3 (Target: user.workflow_patterns)... Starting item 4 (Target: company.strategic_signatures)... Starting item 5 (Target: none)... Starting item 6 (Target: company.brand_core)... Starting item 7 (Target: none)... Starting item 8 (Target: user.workflow_patterns)... Starting item 9 (Target: none)... Starting item 10 (Target: company.performance_context)... Completed item 8: user_tutor_development_336 Completed item 7: none_transactional_093 Completed item 4: user_marketing_strategy_021 Completed item 9: none_transactional_406 Completed item 6: user_marketing_conversation_837 Completed item 1: none_transactional_348 Completed item 2: user.communication_style_descriptive_label_695 Completed item 5: none_transactional_698 Completed item 10: user_marketing_assistant_049 Completed item 3: user_strategic_approach_082 Batch 87 complete: 10/10 items generated Saved batch to synthetic_data/batch_87.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 4, "user.communication_style": 3, "user.strategic_approach": 5, "user.role_context": 3, "user.workflow_patterns": 1 }, "multi_label_frequency": 0.5, "avg_turns_per_conversation": 6.8, "persistence_distribution": { "short": 4, "long": 6 }, "scope_distribution": { "none": 4, "user": 6 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 88 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.strategic_signatures)... Starting item 2 (Target: user.communication_style)... Starting item 3 (Target: user.session_history)... Starting item 4 (Target: user.session_history)... Starting item 5 (Target: user.strategic_approach)... Starting item 6 (Target: company.knowledge_artifacts)... Starting item 7 (Target: company.strategic_signatures)... Starting item 8 (Target: user.workflow_patterns)... Starting item 9 (Target: user.communication_style)... Starting item 10 (Target: company.tools_config)... Completed item 5: user_marketing_conversation_028 Completed item 1: company_marketing_discussion_746 Completed item 8: user_marketing_strategy_821 Completed item 6: user_mixed_723 Completed item 9: user_mixed_081 Completed item 3: user.communication_style_user.strategic_approach_user.role_context_135 Completed item 4: company_marketing_strategy_029 Completed item 7: company_marketing_872 Completed item 2: user_long_form_384 Completed item 10: user_descriptive_label_783 Batch 88 complete: 10/10 items generated Saved batch to synthetic_data/batch_88.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "company.business_priorities": 1, "company.knowledge_artifacts": 1, "user.strategic_approach": 7, "user.communication_style": 5, "user.role_context": 4, "company.strategic_signatures": 2, "company.performance_context": 2, "company.brand_core": 2 }, "multi_label_frequency": 1.0, "avg_turns_per_conversation": 7.1, "persistence_distribution": { "short": 1, "long": 9 }, "scope_distribution": { "company": 3, "user": 7 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 89 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.business_priorities)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: none)... Starting item 4 (Target: company.tools_config)... Starting item 5 (Target: company.knowledge_artifacts)... Starting item 6 (Target: user.strategic_approach)... Starting item 7 (Target: user.session_history)... Starting item 8 (Target: user.session_history)... Starting item 9 (Target: none)... Starting item 10 (Target: user.session_history)... Completed item 9: none_transactional_053 Completed item 3: none_transactional_693 Completed item 8: company_recall_638 Completed item 4: user.communication_style_user.role_context_user.workflow_patterns_152 Completed item 7: user_strategic_approach_023 Completed item 6: user_marketing_assistant_032 Completed item 2: user_marketing_conversation_719 Completed item 5: user.communication_style_user.strategic_approach_user.role_context_142 Completed item 10: user.communication_style_026 Completed item 1: user_memory_257 Batch 89 complete: 10/10 items generated Saved batch to synthetic_data/batch_89.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 6, "user.communication_style": 5, "user.role_context": 3, "none": 2, "user.workflow_patterns": 2, "company.performance_context": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.2, "persistence_distribution": { "long": 6, "short": 2, "medium": 1, "rolling": 1 }, "scope_distribution": { "user": 7, "none": 2, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 90 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: company.tools_config)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: company.tools_config)... Starting item 6 (Target: user.role_context)... Starting item 7 (Target: user.workflow_patterns)... Starting item 8 (Target: none)... Starting item 9 (Target: company.tools_config)... Starting item 10 (Target: none)... Completed item 2: user_marketing_532 Completed item 10: none_transactional_453 Completed item 8: none_transactional_838 Completed item 7: user.strategic_approach_user_135 Completed item 9: user.communication_style_scenario_784 Completed item 1: company_marketing_assistant_032 Completed item 6: user_marketing_conversation_049 Completed item 4: user_marketing_strategy_456 Completed item 3: user_scenario_011 Completed item 5: user.workflow_patterns_113 Batch 90 complete: 10/10 items generated Saved batch to synthetic_data/batch_90.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "company.strategic_signatures": 1, "company.brand_core": 1, "user.workflow_patterns": 2, "user.role_context": 3, "user.strategic_approach": 5, "user.communication_style": 2, "none": 2 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 7.7, "persistence_distribution": { "long": 6, "medium": 2, "short": 2 }, "scope_distribution": { "company": 1, "user": 7, "none": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 91 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: user.strategic_approach)... Starting item 3 (Target: user.interaction_preferences)... Starting item 4 (Target: company.performance_context)... Starting item 5 (Target: user.strategic_approach)... Starting item 6 (Target: user.workflow_patterns)... Starting item 7 (Target: company.knowledge_artifacts)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: company.performance_context)... Starting item 10 (Target: company.knowledge_artifacts)... Completed item 3: user_training_592 Completed item 9: user_strategic_approach_872 Completed item 1: user_user_481 Completed item 5: user.communication_style_143 Completed item 10: user_marketing_assistant_938 Completed item 7: user_strategic_approach_556 Completed item 8: company_brand_core_123 Completed item 4: user_special_872 Completed item 6: user_marketing_conversation_456 Completed item 2: user_marketing_348 Batch 91 complete: 10/10 items generated Saved batch to synthetic_data/batch_91.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 9, "user.role_context": 4, "user.communication_style": 5, "company.brand_core": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.2, "persistence_distribution": { "long": 7, "medium": 3 }, "scope_distribution": { "user": 9, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 92 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.strategic_approach)... Starting item 2 (Target: user.session_history)... Starting item 3 (Target: company.knowledge_artifacts)... Starting item 4 (Target: none)... Starting item 5 (Target: company.business_priorities)... Starting item 6 (Target: user.interaction_preferences)... Starting item 7 (Target: company.knowledge_artifacts)... Starting item 8 (Target: company.performance_context)... Starting item 9 (Target: company.strategic_signatures)... Starting item 10 (Target: user.strategic_approach)... Completed item 8: user_special_953 Completed item 4: none_transactional_092 Completed item 3: user_memory_123 Completed item 9: user_marketing_conversation_754 Completed item 7: user_mixed_010 Completed item 5: user_marketing_assistant_045 Completed item 2: user_memory_only_074 Completed item 1: user.role_context_335 Completed item 10: user_special_036 Completed item 6: user_interactive_681 Batch 92 complete: 10/10 items generated Saved batch to synthetic_data/batch_92.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.role_context": 8, "user.strategic_approach": 8, "user.communication_style": 2, "none": 1 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 8.1, "persistence_distribution": { "medium": 2, "long": 7, "short": 1 }, "scope_distribution": { "user": 9, "none": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 93 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.knowledge_artifacts)... Starting item 2 (Target: user.communication_style)... Starting item 3 (Target: user.session_history)... Starting item 4 (Target: company.tools_config)... Starting item 5 (Target: user.interaction_preferences)... Starting item 6 (Target: company.knowledge_artifacts)... Starting item 7 (Target: none)... Starting item 8 (Target: company.performance_context)... Starting item 9 (Target: none)... Starting item 10 (Target: user.workflow_patterns)... Scenario generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 20:01:08 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Scenario generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 20:01:08 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Completed item 9: none_transactional_413 Completed item 7: none_transactional_033 Completed item 2: user_marketing_assistant_836 Completed item 4: user_marketing_conversation_037 Completed item 5: user_marketing_conversation_014 Completed item 10: user_standard_974 Completed item 3: user_marketing_assistant_456 Completed item 1: company_marketing_372 Completed item 6: user_marketing_conversation_043 Completed item 8: user_mixed_001 Batch 93 complete: 10/10 items generated Saved batch to synthetic_data/batch_93.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "company.business_priorities": 1, "company.performance_context": 2, "user.strategic_approach": 7, "user.communication_style": 2, "user.role_context": 4, "user.workflow_patterns": 1, "none": 2, "user.session_history": 1 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 8.0, "persistence_distribution": { "short": 3, "long": 6, "mixed": 1 }, "scope_distribution": { "company": 1, "user": 6, "none": 2, "mixed": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 94 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.tools_config)... Starting item 2 (Target: company.knowledge_artifacts)... Starting item 3 (Target: user.session_history)... Starting item 4 (Target: user.interaction_preferences)... Starting item 5 (Target: none)... Starting item 6 (Target: user.strategic_approach)... Starting item 7 (Target: user.strategic_approach)... Starting item 8 (Target: user.strategic_approach)... Starting item 9 (Target: company.brand_core)... Starting item 10 (Target: user.strategic_approach)... Completed item 5: none_transactional_382 Completed item 7: user_special_915 Completed item 9: company_marketing_planning_036 Completed item 6: user_marketing_assistant_648 Completed item 2: user_special_045 Completed item 3: user.communication_style_marketing_assistant_342 Completed item 8: user_marketing_assistant_014 Completed item 10: user.strategic_approach_082 Completed item 1: user_descriptive_175 Completed item 4: user_marketing_549 Batch 94 complete: 10/10 items generated Saved batch to synthetic_data/batch_94.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 7, "user.workflow_patterns": 1, "user.role_context": 3, "user.communication_style": 5, "none": 1, "company.business_priorities": 1, "company.performance_context": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 6.7, "persistence_distribution": { "medium": 1, "long": 8, "short": 1 }, "scope_distribution": { "user": 8, "none": 1, "company": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 95 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.tools_config)... Starting item 2 (Target: company.tools_config)... Starting item 3 (Target: company.brand_core)... Starting item 4 (Target: user.interaction_preferences)... Starting item 5 (Target: company.knowledge_artifacts)... Starting item 6 (Target: company.knowledge_artifacts)... Starting item 7 (Target: user.interaction_preferences)... Starting item 8 (Target: user.communication_style)... Starting item 9 (Target: company.strategic_signatures)... Starting item 10 (Target: company.business_priorities)... Completed item 3: user_marketing_conversation_012 Completed item 1: user_memory_user_role_context_060 Completed item 5: user_descriptive_label_636 Completed item 2: company.knowledge_artifacts_user.workflow_patterns_123 Completed item 7: user_mixed_016 Completed item 10: user_marketing_assistant_019 Completed item 9: user_marketing_conversation_010 Completed item 6: user.workflow_patterns_user.communication_style_user.strategic_approach_902 Completed item 8: user_marketing_765 Completed item 4: user.communication_style_user.strategic_approach_123 Batch 95 complete: 10/10 items generated Saved batch to synthetic_data/batch_95.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.role_context": 4, "user.workflow_patterns": 4, "company.knowledge_artifacts": 1, "user.strategic_approach": 6, "company.brand_core": 1, "user.communication_style": 4 }, "multi_label_frequency": 0.9, "avg_turns_per_conversation": 6.0, "persistence_distribution": { "medium": 3, "long": 7 }, "scope_distribution": { "user": 8, "mixed": 2 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 96 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: user.session_history)... Starting item 2 (Target: user.communication_style)... Starting item 3 (Target: company.strategic_signatures)... Starting item 4 (Target: user.interaction_preferences)... Starting item 5 (Target: user.communication_style)... Starting item 6 (Target: user.strategic_approach)... Starting item 7 (Target: user.strategic_approach)... Starting item 8 (Target: user.strategic_approach)... Starting item 9 (Target: user.workflow_patterns)... Starting item 10 (Target: user.role_context)... Completed item 9: user_scenario_456 Completed item 5: user_communication_style_456 Completed item 10: user_memory_user_preferences_597 Completed item 2: user_dialogue_035 Completed item 7: user_incident_review_456 Completed item 6: user_experience_design_followup_843 Completed item 8: user.strategic_approach_101_452 Completed item 1: user_marketing_specialist_678 Completed item 3: company_marketing_assistant_864 Completed item 4: user_marketing_372 Batch 96 complete: 10/10 items generated Saved batch to synthetic_data/batch_96.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.workflow_patterns": 2, "company.strategic_signatures": 2, "company.brand_core": 1, "user.interaction_preferences": 2, "user.communication_style": 2, "company.business_priorities": 1, "user.role_context": 2 }, "multi_label_frequency": 0.8, "avg_turns_per_conversation": 5.9, "persistence_distribution": { "long": 10 }, "scope_distribution": { "user": 8, "company": 1, "mixed": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 97 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: user.workflow_patterns)... Starting item 3 (Target: none)... Starting item 4 (Target: user.strategic_approach)... Starting item 5 (Target: user.workflow_patterns)... Starting item 6 (Target: none)... Starting item 7 (Target: company.knowledge_artifacts)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: company.knowledge_artifacts)... Starting item 10 (Target: user.session_history)... Completed item 3: none_transactional_347 Completed item 7: user_mixed_402 Completed item 2: company_memory_marketing_023 Completed item 5: user_example_030 Completed item 6: none_transactional_045 Completed item 8: company_marketing_381 Completed item 1: company.brand_core_proposal_playbook_782 Completed item 10: user_marketing_assistant_024 Completed item 4: user_mentorship_438 Completed item 9: user_marketing_742 Batch 97 complete: 10/10 items generated Saved batch to synthetic_data/batch_97.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "company.brand_core": 2, "company.business_priorities": 1, "company.performance_context": 1, "none": 2, "user.strategic_approach": 4, "user.role_context": 4, "user.communication_style": 2, "user.workflow_patterns": 2, "company.knowledge_artifacts": 1 }, "multi_label_frequency": 0.7, "avg_turns_per_conversation": 7.1, "persistence_distribution": { "long": 6, "rolling, short": 1, "short": 2, "medium": 1 }, "scope_distribution": { "company": 3, "none": 2, "user": 5 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 98 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: none)... Starting item 2 (Target: user.interaction_preferences)... Starting item 3 (Target: user.strategic_approach)... Starting item 4 (Target: user.session_history)... Starting item 5 (Target: user.communication_style)... Starting item 6 (Target: none)... Starting item 7 (Target: none)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: user.workflow_patterns)... Starting item 10 (Target: company.tools_config)... Completed item 1: none_transactional_415 Completed item 2: user_user.interaction_preferences_823 Completed item 5: user_marketing_assistant_015 Completed item 3: user.strategic_approach_046 Completed item 10: user.strategic_approach_018 Completed item 6: none_transactional_328 Completed item 8: user_gaming_studio_launch_834 Conversation generation failed (attempt 1/6): headers: {'content-type': 'text/html; charset=UTF-8', 'referrer-policy': 'no-referrer', 'content-length': '332', 'date': 'Mon, 24 Nov 2025 20:08:42 GMT', 'alt-svc': 'h3=":443"; ma=2592000,h3-29=":443"; ma=2592000'}, status_code: 502, body: 502 Server Error

Error: Server Error

The server encountered a temporary error and could not complete your request.

Please try again in 30 seconds.

Retrying in 10s... Completed item 9: user.strategic_approach_082 Completed item 7: none_transactional_231 Completed item 4: user_marketing_conversation_048 Batch 98 complete: 10/10 items generated Saved batch to synthetic_data/batch_98.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "none": 3, "user.interaction_preferences": 1, "user.strategic_approach": 6, "user.communication_style": 3, "user.role_context": 1 }, "multi_label_frequency": 0.3, "avg_turns_per_conversation": 6.7, "persistence_distribution": { "short": 3, "evolving": 1, "long": 6 }, "scope_distribution": { "none": 3, "user": 7 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 99 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: user.communication_style)... Starting item 3 (Target: user.session_history)... Starting item 4 (Target: user.workflow_patterns)... Starting item 5 (Target: company.business_priorities)... Starting item 6 (Target: company.knowledge_artifacts)... Starting item 7 (Target: user.interaction_preferences)... Starting item 8 (Target: user.session_history)... Starting item 9 (Target: company.performance_context)... Starting item 10 (Target: company.strategic_signatures)... Completed item 1: company_performance_context_147 Completed item 2: user.communication_style_math_tutor_863 Completed item 5: user_marketing_789 Completed item 8: user.strategic_approach_123 Completed item 4: user_workflow_patterns_456 Completed item 7: user_strategic_approach_594 Completed item 3: user.strategic_approach_191 Completed item 6: user_marketing_conversation_042 Completed item 9: user_marketing_assistant_034 Completed item 10: user_marketing_manager_673 Batch 99 complete: 10/10 items generated Saved batch to synthetic_data/batch_99.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "company.performance_context": 1, "user.interaction_preferences": 1, "user.communication_style": 3, "user.strategic_approach": 7, "user.workflow_patterns": 1, "user.session_history": 1, "company.brand_core": 1, "user.role_context": 1 }, "multi_label_frequency": 0.6, "avg_turns_per_conversation": 6.6, "persistence_distribution": { "rolling": 1, "long": 8, "medium": 1 }, "scope_distribution": { "company": 1, "user": 8, "mixed": 1 }, "warnings": [] } Waiting 5 seconds before next batch... === Processing Batch 100 (Concurrent) === Launch 10 concurrent tasks... Starting item 1 (Target: company.brand_core)... Starting item 2 (Target: company.business_priorities)... Starting item 3 (Target: none)... Starting item 4 (Target: user.interaction_preferences)... Starting item 5 (Target: company.brand_core)... Starting item 6 (Target: company.performance_context)... Starting item 7 (Target: user.strategic_approach)... Starting item 8 (Target: company.brand_core)... Starting item 9 (Target: user.communication_style)... Starting item 10 (Target: company.strategic_signatures)... Completed item 3: none_transactional_082 Completed item 4: user_marketing_assistant_033 Completed item 10: user_dialogue_001 Completed item 1: user.communication_style_user.strategic_approach_334 Completed item 9: user_special_052 Completed item 8: user_marketing_378 Completed item 5: user_special_456 Completed item 6: user_marketing_specialist_046 Completed item 7: company_marketing_campaign_456 Completed item 2: user_long_form_conversation_639 Batch 100 complete: 10/10 items generated Saved batch to synthetic_data/batch_100.jsonl Validating batch... { "total_examples": 10, "category_distribution": { "user.strategic_approach": 8, "user.communication_style": 3, "user.workflow_patterns": 2, "none": 1, "user.role_context": 2, "company.business_priorities": 1, "company.performance_context": 1, "company.brand_core": 1 }, "multi_label_frequency": 0.9, "avg_turns_per_conversation": 6.0, "persistence_distribution": { "long": 8, "short": 2 }, "scope_distribution": { "user": 7, "none": 1, "company": 1, "mixed": 1 }, "warnings": [] } ============================================================ COMPLETED: 1000 items generated Full dataset saved to synthetic_data/all_generated_data_1000.jsonl ============================================================