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The paper details a research program focused on benchmarking and improving the reasoning abilities of Bielik, a Polish LLM. The authors established an evaluation methodology, compared Bielik's performance against other LLMs, and identified future research directions. This work aims to enhance Bielik's competitiveness in the rapidly evolving LLM landscape.
Can a dedicated research program keep a smaller, local LLM competitive against global giants in the rapidly evolving AI landscape?
This paper presents a research program dedicated to evaluating and advancing the reasoning capabilities of Bielik, a Polish large language model. The study describes a number of stages of work: initial benchmarking and creation of evaluation methodology, analyzing of comparative results with other LLMs and outlining of future prospects that take into account the limitations of the analyses conducted so far and aims to keep Bielik in the race give the ever-changing -- and competitive -- AI landscape.
