Large Language Models (LLM) are ubiquitous nowadays, it’s the new big thing and everyone is talking about the greatest and latest! But one of the main challenges of starting a project that involves one or more language models is choosing the best for your domain of information. You shouldn’t neglect this step as it’s fundamental…
Discover in this blog post the Solr Neural Highlighter Plugin, which uses deep learning to highlight essential text for query answering.
Introduction A common problem with machine learning models is their interpretability and explainability.We create a dataset and we train a model to achieve a task, then we would like to understand how the model obtains those results. This is often quite difficult to understand, especially with very complex models. In this blog post, I would…
You have just trained a learning to rank model and you now want to know how it performs. You can start by looking at the evaluation parameters returned by the train on the test set, but you are still not sure of which will be the impact in using it in a real website. This…