Your Next ‘Large’ Language Model Might Not Be Large After All

Since the conception of AI, researchers have always held faith in scale — that general intelligence was an emergent property ...
Read more I Measured Neural Network Training Every 5 Steps for 10,000 Iterations

how neural networks learned. Train them, watch the loss go down, save checkpoints every epoch. Standard workflow. Then I measured ...
Read more When Transformers Sing: Adapting SpectralKD for Text-Based Knowledge Distillation

While working on my Knowledge Distillation problem for intent classification, I faced a puzzling roadblock. My setup involved a teacher ...
Read more The AI Industry’s Scaling Obsession Is Headed for a Cliff

A new study from MIT suggests the biggest and most computationally intensive AI models may soon offer diminishing returns compared ...
Read more Dreaming in Blocks — MineWorld, the Minecraft World Model

Mineworld gameplay, taken from the GitHub repository [4], licensed under the MIT License. games growing up was definitely Minecraft. To ...
Read more Preparing Video Data for Deep Learning: Introducing Vid Prepper

to preparing videos for machine learning/deep learning. Due to the size and computational cost of video data, it is vital ...
Read more This AI-Powered Robot Keeps Going Even if You Attack It With a Chainsaw

A four-legged robot that keeps crawling even after all four of its legs have been hacked off with a chainsaw ...
Read more An Interactive Guide to 4 Fundamental Computer Vision Tasks Using Transformers

and Vision Model? Computer Vision is a subdomain in artificial intelligence with a wide range of applications focusing on image ...
Read more Building a Unified Intent Recognition Engine

systems, understanding user intent is fundamental especially in the customer service domain where I operate. Yet across enterprise teams, intent ...
Read more How to Become a Machine Learning Engineer (Step-by-Step)

machine learning engineers are currently the highest-paid tech professionals in the UK? According to Levels.fyi, the average salary is almost ...
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