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@astermind/astermind-synth

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OmegaSynth - Label-Conditioned Synthetic Data Generator for AsterMind ELM/KELM Pipelines

github.com/astermindai/astermind-synth

astermindai/astermind-synth

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# OmegaSynth Model Evaluation Report **Model Version:** 2.0.0 **Mode:** hybrid **Timestamp:** 2025-11-19T02:53:18.919Z ## Overall Metrics - Total Labels: 16 - Total Test Samples: 160 - Average Diversity: 100.00% - Average Valid Format Rate: 100.00% ## Per-Label Metrics | Label | Samples | Unique | Diversity | Avg Length | Valid Rate | |-------|---------|--------|-----------|------------|------------| | first_name | 10 | 10 | 100.00% | 4.7 | 100.00% | | last_name | 10 | 10 | 100.00% | 5.5 | 100.00% | | phone_number | 10 | 10 | 100.00% | 10.9 | 100.00% | | email | 10 | 10 | 100.00% | 22.2 | 100.00% | | street_address | 10 | 10 | 100.00% | 15.1 | 100.00% | | city | 10 | 10 | 100.00% | 5.6 | 100.00% | | state | 10 | 10 | 100.00% | 5.5 | 100.00% | | country | 10 | 10 | 100.00% | 5.7 | 100.00% | | company_name | 10 | 10 | 100.00% | 18.9 | 100.00% | | job_title | 10 | 10 | 100.00% | 13.0 | 100.00% | | product_name | 10 | 10 | 100.00% | 12.7 | 100.00% | | color | 10 | 10 | 100.00% | 7.2 | 100.00% | | uuid | 10 | 10 | 100.00% | 36.0 | 100.00% | | date | 10 | 10 | 100.00% | 10.0 | 100.00% | | credit_card_type | 10 | 10 | 100.00% | 6.4 | 100.00% | | device_type | 10 | 10 | 100.00% | 15.2 | 100.00% | ## Test Status **Result:** ✅ PASSED **Thresholds:** - Minimum Diversity: 30% - Minimum Valid Format Rate: 80%