Building impactful machine learning projects relies on much more than selecting the best algorithm for the job. Data scientists and machine learning engineers need to collaborate to make sure that…
Prompt engineering, a fundamental concept in AI development, involves crafting tailored instructions or queries to guide AI models in generating desired outputs effectively across diverse tasks and…
In recent years, the ascent of Large Language Models (LLMs) such as GPT-4 and LLaMA has paved the way for the general public to utilize AI in their daily workflows. It can range from programming and…
Enriching the dataset with a large number of vectors distributed in the same way as the original ones and calculating of sample statists.
The Phi-3-Mini language model was recently released by Microsoft AI. This model comes in the category of a small language model (SLM) that offers many of the same capabilities offered by LLMs. The…
Let's call a spade a spade. You are interested in reading this article, which means you are one of the 90% of data scientists who have felt the need to interact with the boss or a leader to let them…
The term small language model(SLM) has been gaining traction in the world of generative AI. The term was originally coined by Microsoft after publishing a paper with a catchy title: “Textbooks is all…
What if human intelligence derives from successful next token prediction, and what if next token prediction is a sufficient objective function for emergence of artificial general intelligence? This…
Python cache decorator can improve performance significantly for recursive functions, data science scripts and applications, lru_cache can manage memory as well.
One of the key challenges for organisations who want to use Generative AI is hallucination — the fact that Large Language Models (LLMs) sometimes make up content that isn’t true. This is where…
