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@astermind/astermind-synthetic-data

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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:** 2025-11-19T02:53:19.034Z ## Overall Metrics - Total Labels: 16 - Total Test Samples: 320 - Average Diversity: 100.00% - Average Valid Format Rate: 100.00% ## Per-Label Metrics | Label | Samples | Unique | Diversity | Avg Length | Valid Rate | |-------|---------|--------|-----------|------------|------------| | first_name | 20 | 20 | 100.00% | 5.3 | 100.00% | | last_name | 20 | 20 | 100.00% | 6.0 | 100.00% | | phone_number | 20 | 20 | 100.00% | 13.6 | 100.00% | | email | 20 | 20 | 100.00% | 20.9 | 100.00% | | street_address | 20 | 20 | 100.00% | 16.3 | 100.00% | | city | 20 | 20 | 100.00% | 6.0 | 100.00% | | state | 20 | 20 | 100.00% | 7.5 | 100.00% | | country | 20 | 20 | 100.00% | 8.2 | 100.00% | | company_name | 20 | 20 | 100.00% | 22.1 | 100.00% | | job_title | 20 | 20 | 100.00% | 13.8 | 100.00% | | product_name | 20 | 20 | 100.00% | 13.2 | 100.00% | | color | 20 | 20 | 100.00% | 7.1 | 100.00% | | uuid | 20 | 20 | 100.00% | 36.0 | 100.00% | | date | 20 | 20 | 100.00% | 10.0 | 100.00% | | credit_card_type | 20 | 20 | 100.00% | 7.2 | 100.00% | | device_type | 20 | 20 | 100.00% | 14.1 | 100.00% | ## Validation Status **Result:** ✅ PASSED **Thresholds:** - Minimum Diversity: 40% - Minimum Valid Format Rate: 85%