Models

A brand new solution to increase the capabilities of huge language models

Most languages use word position and sentence structure to extract meaning. For...

Enabling small language models to resolve complex reasoning tasks

As language models (LMs) improve at tasks like image generation, trivia questions,...

On the Challenge of Converting TensorFlow Models to PyTorch

Within the interest of managing reader expectations and stopping disappointment, we would love to start by stating that this post does not provide a totally satisfactory solution to the issue described within the title. We are...

A wiser way for big language models to take into consideration hard problems

To make large language models (LLMs) more accurate when answering harder questions,...

LLM-as-a-Judge: What It Is, Why It Works, and The way to Use It to Evaluate AI Models

concerning the idea of using AI to judge AI, also often called “LLM-as-a-Judge,” my response was: We live in a world where even toilet paper is marketed as “AI-powered.” I assumed this was just...

How Relevance Models Foreshadowed Transformers for NLP

— that he saw further only by standing on the shoulders of giants — captures a timeless truth about science. Every breakthrough rests on countless layers of prior progress, until someday … all...

World models go mainstream

Good morning, AI enthusiasts. We have heard loads of commentary about world models being the long run, but the general public has had few ways to meaningfully access them. AI 'godmother' Fei-Fei Li just...

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