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Fusing Kolmogorov–Arnold Networks with Meta's Llama model for next-level AI performance and versatility.

Project description

KANama

Fusing Kolmogorov–Arnold Networks with Meta's Llama model for next-level AI performance and versatility.

Usage

Install via PyPi:

pip install kanama

Available modeels

  • KANamav1: The basic Llama3.1 model mith a KAN model instead of a basic MLP.
  • KANamav2: More optimized then v1.
  • KANamav3: A Llama3.1 model mith a KAN and a dynaicaly adjusting Softmax Temperature.
  • KANamav4: More optimized then v1.
  • KANaMoEv1: v4 but with a MoE architecture.

Examples

For a good introduction, you can look into the example files.

Project details


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