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What is KAT Implementation in SmolLM2 LLM about?

The KALLM project aims to implement a Kolmogorov-Arnold Network (KAN)-based Transformer architecture in the open-source LLM SmolLM2, offering advantages over traditional Multi-Layer Perceptrons. The project includes a detailed methodology for installation, training, and benchmarking of the model, with access to cloud resources for computation. Mentors with extensive experience in ML and AI will guide students through the implementation process and contribute to a larger collaborative research effort expecte

Author

tenawik168

Language

EN