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

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 ...
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I Measured Neural Network Training Every 5 Steps for 10,000 Iterations

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 ...
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When Transformers Sing: Adapting SpectralKD for Text-Based Knowledge Distillation

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 ...
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The AI Industry’s Scaling Obsession Is Headed for a Cliff

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 ...
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Dreaming in Blocks — MineWorld, the Minecraft World Model

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 ...
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Preparing Video Data for Deep Learning: Introducing Vid Prepper

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 ...
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This AI-Powered Robot Keeps Going Even if You Attack It With a Chainsaw

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 ...
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An Interactive Guide to 4 Fundamental Computer Vision Tasks Using Transformers

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 ...
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Building a Unified Intent Recognition Engine

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 ...
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How to Become a Machine Learning Engineer (Step-by-Step)

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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