A Beginners Guide to LLM Fine-Tuning The process of training models with a size exceeding 10 billion parameters can present significant technical and computational challenges. To build its pretraining dataset, Falcon drew from public web crawls, compiling a collection of text data. While a pre-trained LLM possesses general knowledge, it might need help with specific […]
Top 5 Techniques for Sentiment Analysis in Natural Language Processing by Syed Huma Shah ILLUMINATION Sentiment analysis provides organizations with data to monitor call center performance against key performance indicators (KPIs), such as customer satisfaction rates. By identifying negative sentiment early, agents can proactively address issues, reducing the chances of unresolved problems and potential delays. […]
What Is Machine Learning and How Does It Work? The term was introduced to the public in 1959 by Arthur Samuel from IBM, however, the debate over machines that think had been around since the very start of the decade. There is no such thing as a silver bullet, so even training with semi-supervised learning […]