Project Objectives KALLM project proposes a new Kolmogorov-Arnold Network (KAN)-based Transformer implementation of an open-source LLM called SmolLM2. Transformers have found increasing success in many open-source LLMs across language reasoning tasks like text generation, summarization and some tasks imitating advanced critical thinking.