DeepMind matrix multiplications on NVIDIA V100, Tesla T4, and a look at FBHHRBNRSSSHK — which is not me typing random letters! Image by Ivan Diaz on UnsplashIn the previous post, we learned the maths behind the Strassen algorithm and wrote a Python code to run-test it against different matrices sizes. Moreover, we’ve learned that…

Powerful machine-learning models are being used to help people tackle tough problems such as identifying disease in medical images or detecting road obstacles for autonomous vehicles. But machine-learning models can make mistakes, so in high-stakes settings it’s critical that humans know when to trust a model’s predictions. Uncertainty quantification is one tool that improves a…

Figure 1: Search volumes for “large language models” Large language models (LLMs) have generated much hype in recent months (see Figure 1). The demand has led to the ongoing development of websites and solutions that leverage language models. ChatGPT set the record for the fastest-growing user base in January 2023, proving that language models are…