If the World Memorization Championships are the Olympics of human memory, then Large Language Models are the gold medallists in the digital realm.
Now, imagine if we could all harness the talents of these memory champions, feed them the content we need, and have them at our disposal 24/7. That’s exactly what Large Language Models (LLMs) offer.
In layman’s terms, an LLM is a system that can store enormous amounts of digital data while not missing a single detail. These models understand the intricate relationships between words and can generate reliable, human-like content based on what they’ve learned.
From a slightly more technical perspective, as explained by Nvidia, an LLM is a sophisticated form of AI, trained on a massive corpus of text. To be more specific, LLMs are a unique class of deep learning architectures that are engineered to understand the interplay between context and meaning in sequential data like sentences.
In this article we’re diving into the advancements in LLMs and why they’re a game-changer for the life sciences industry. While we won’t delve into the technical minutiae, grasping their transformative potential is crucial.
Where do LLMs come from?
As we pointed out in NNL: the future of data management in life sciences, the concept of Natural Language Processing (NLP) isn’t new. However, the notion of LLMs has only recently come into the limelight, especially in the eight months following the launch of ChatGPT.
This technology has seen rapid advancements since its initial conceptualization around 2010. Some key milestones that have laid the groundwork include:
Why LLMs stand out
Large Language Models are incredibly powerful, and their applications are yet to be fully understood. The main reasons for the hype around these new models are:
Incorporating LLMs can significantly amplify the efficiency and productivity of your organization.
Where to find LLMs
The landscape has become increasingly competitive, with several key players making their mark. A few notable mentions include:
LLMs at BASE life science
At our company, we combine cutting-edge technology with deep industry expertise. We lead the way in incorporating innovative technologies to optimize business processes and meet our clients’ specific needs. Our approach is agnostic, allowing us to integrate LLMs seamlessly into our clients’ existing infrastructures.
Curious about Google’s BERT model? We’ve got you covered. Operating on a Microsoft infrastructure? No problem, we’re compatible. Prefer to steer clear of the major players in favour of open-source solutions? We use a combination of Haystack and Hugging Face, leveraging top-tier open-source projects to add value to your organization.
One practical application of LLMs in the life sciences sector involves sifting through multiple documents to extract key information. With access to digitized data, we can configure an AI assistant powered by LLMs to offer:
This method has been instrumental in enhancing the efficiency of our data migration projects.
The integration of life sciences and LLMs represents a revolutionary shift, and the sector is ripe for the digital transformation promised by the applications of LLMs.
As we stand on the brink of this digital transformation, understanding and embracing LLMs can redefine our approach to research, patient care, and drug discovery. They can also boost your internal productivity and output.
Whether you’re a seasoned professional in life sciences or a tech enthusiast considering a career pivot, the future is ripe with promise.
Get in touch
If you’re as captivated by the transformative potential of life sciences as we are, why not reach out? We’re always eager to discuss how we can collaboratively harness the power of innovation to achieve your goals.
Senior Data Engineer