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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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{ "overall": { "totalLabels": 16, "totalTestSamples": 320, "averageDiversity": 1, "averageValidFormatRate": 1 }, "perLabel": [ { "label": "first_name", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 5.3, "minLength": 3, "maxLength": 8, "validFormat": 20, "validFormatRate": 1 }, { "label": "last_name", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 6.05, "minLength": 3, "maxLength": 9, "validFormat": 20, "validFormatRate": 1 }, { "label": "phone_number", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 13.55, "minLength": 8, "maxLength": 15, "validFormat": 20, "validFormatRate": 1 }, { "label": "email", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 20.9, "minLength": 17, "maxLength": 26, "validFormat": 20, "validFormatRate": 1 }, { "label": "street_address", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 16.25, "minLength": 12, "maxLength": 28, "validFormat": 20, "validFormatRate": 1 }, { "label": "city", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 5.95, "minLength": 3, "maxLength": 11, "validFormat": 20, "validFormatRate": 1 }, { "label": "state", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 7.5, "minLength": 4, "maxLength": 20, "validFormat": 20, "validFormatRate": 1 }, { "label": "country", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 8.15, "minLength": 4, "maxLength": 30, "validFormat": 20, "validFormatRate": 1 }, { "label": "company_name", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 22.15, "minLength": 12, "maxLength": 36, "validFormat": 20, "validFormatRate": 1 }, { "label": "job_title", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 13.75, "minLength": 4, "maxLength": 34, "validFormat": 20, "validFormatRate": 1 }, { "label": "product_name", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 13.2, "minLength": 9, "maxLength": 18, "validFormat": 20, "validFormatRate": 1 }, { "label": "color", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 7.1, "minLength": 3, "maxLength": 13, "validFormat": 20, "validFormatRate": 1 }, { "label": "uuid", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 36, "minLength": 36, "maxLength": 36, "validFormat": 20, "validFormatRate": 1 }, { "label": "date", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 10, "minLength": 10, "maxLength": 10, "validFormat": 20, "validFormatRate": 1 }, { "label": "credit_card_type", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 7.15, "minLength": 2, "maxLength": 15, "validFormat": 20, "validFormatRate": 1 }, { "label": "device_type", "totalSamples": 20, "uniqueGenerated": 20, "diversity": 1, "averageLength": 14.1, "minLength": 10, "maxLength": 24, "validFormat": 20, "validFormatRate": 1 } ], "timestamp": "2025-11-19T02:53:19.034Z", "modelVersion": "2.0.0", "mode": "hybrid" }