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Avg Inheritance Gain
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Survival Rate
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Elite Performance Gain
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Genetic Diversity
📚 Understanding NFG's Asynchronous Generation System
🧬
Individual Evolution: Each model has its own generation counter.
Unlike traditional epoch-based training, models evolve independently.
💀
Death & Rebirth: When a model performs poorly and "dies",
it's replaced by a new model of the next generation. Well-performing models survive longer.
👑
Survival of the Fittest: A model at Generation 10 alongside
Generation 100 models indicates exceptional performance - it has survived while others died 90+ times!
KEY INSIGHT
Lower Generation =
Better Survival |
Higher Generation =
More Deaths/Restarts
Generation vs Fitness: Survival Landscape
Each dot represents a model. Lower generation with high fitness = exceptional survival.
👑 Ancient Survivors
Low-generation models that refuse to die
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Generation Distribution
Fitness Inheritance Analysis
Death Count Distribution
Elite Performance Evolution
Inheritance Patterns
Analyzing genetic patterns...
Survival Insights
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Elite Model Lineages
| Generation | Elite Count | Avg Elite Fitness | Total Models | Elite % | Trend |
|---|---|---|---|---|---|
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