From building pyramids to managing icebergs: The revolution of LLMs in data science
Data science has come a long way, from the days when projects resembled building monumental pyramids to the current era, where large language models (LLMs) have transformed the landscape, allowing us to manage icebergs instead of erecting titanic structures. In this article, we will explore this situation and how LLMs are redefining the traditional approach […]
Main considerations when choosing a Large Language Model for your use case
Large Language Models (LLMs) are at the forefront of Artificial Intelligence (AI), drawing attention for their massive scale, often made up of tens or hundreds of billions of parameters. Thanks to their capabilities in natural language understanding, all-rounder LLMs like ChatGPT or Claude excel in a range of tasks, including text summarization, translation, question answering, […]
Streamlining Fine-Tuning for Open Access Large Language Models with Hugging Face
Hugging Face is revolutionizing access to state-of-the-art natural language processing (NLP) technologies, making it simpler for developers and researchers to tailor large language models (LLMs) for their specific needs. Through its Transformers library, the platform emphasizes both accessibility and customization, positioning itself as a vital resource for pushing the boundaries of AI applications in NLP. […]
Customizing LLMs for Your Unique Needs
In the fast-paced field of Artificial Intelligence (AI), the last year has witnessed an unprecedented surge in the use of Generative AI, particularly through the widespread adoption of Large Language Models (LLMs) for a myriad of tasks. From summarisation or text rewriting functions to more intricate jobs, LLMs have become the go-to solution for various […]
Revolutionize Your Digital Strategy: Mastering Generative AI Model Deployment with Catedra.ai
In an era where digital interaction is king, organizations yet to embrace generative AI in their software or SaaS products stand at a pivotal crossroads. The trend towards more conversational, intelligent user interfaces is not just a passing fad—it’s a transformative shift in how we interact with technology. Imagine software that doesn’t just respond but […]
Designing Conversational Software Interfaces with Generative AI: The Complex Journey from Prompt Engineering to Fine-Tuning
The Limitations of Prompt Engineering in Conversational AI In the rapidly evolving world of conversational AI, the design of effective and efficient interfaces poses a significant challenge. One of the critical components of this process is prompt engineering, a method used to guide generative AI models in producing specific responses. However, when applied to generic […]