Marketing-Memory-Routing-8B / synthetic_data /generation_log_final.txt
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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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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:
<html><head>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<title>502 Server Error</title>
</head>
<body text=#000000 bgcolor=#ffffff>
<h1>Error: Server Error</h1>
<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>
<h2></h2>
</body></html>
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
============================================================