Kamil Józwik

Hi, my name is Kamil.

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Large Language Models

My latests articles

Fine tuning LLMs

Fine-tuning allows to adapt generalist models into specialists, but is it always the best approach?

LLM quantization

Quantization is a model compression technique that reduces the size and computational requirements of LLMs.

Understand LLM benchmarks

A practical guide to finally understanding most popular LLM benchmarks

Base and instruction-tuned models

What is the difference between base and instruction-tuned models?

Understand parameters in LLM

Parameter is a key concept in LLMs. This article explains the difference between total and activated parameters.

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