Building Your First Indic Language Model: A Step-by-Step Guide
<p>Are you intrigued by the idea of creating your very own Indic language model, but find it daunting? Me too until I did a deep dive into the tech and realised the potential and opportunity. Let’s unravel the complexity together in this step-by-step guide. a simple notebook with all ingredients and recipe needed to build your own <a href="https://en.wikipedia.org/wiki/Large_language_model" rel="noopener ugc nofollow" target="_blank">Large Language Model</a> (LLM) from scratch. No I’m not talking about using a pre-trained model or fine-tuning a model, building something from scratch. You heard it right.</p>
<p>Let’s build a sub-million parameter model that can learn and generate Tamil names. This is a simplest form of language model where we are going to construct the model to learn the linguistic rules of forming unique tamil names. By doing this, I’ll introduce you the building blocks of making an LLM from scratch. The recipe remains the same for million parameter model or a billion parameter model. So once you finish this article, you have the formula to build your own LLM and this formula is replicatable for any language.</p>
<p><a href="https://medium.com/@raju.kandasamy/building-your-first-indic-language-model-a-step-by-step-guide-b305becc5eb2"><strong>Click Here</strong></a></p>