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In this video, we go over the RDEP or Replicated Dense / Expert Parallel technique used to train Mixture of Experts large ...

Today we implement Linear Regression from scratch in Python using the closed-form solution. We first cover the mathematical ...

We've been misled by the promise of "infinite" context windows: new AI research proves that "Context Rot" is destroying reasoning ...

In this lecture, Alex Duchnowski, a software engineer at Instalily, presents research examining whether large language models ...

corrections: 23:23 - Forgot to change a cols to a rows in for loop 1:35:10 - You should also check if cur does not require gradient ...

Applications developed for the enterprise need to be rigorous, testable, and robust. The same is true for applications that use AI, ...

Welcome to the first lecture for Act I of "Hi, JAX!", an introduction to vanilla JAX for deep learning research! In this video, we ...

This paper proposes a self-adaptive language model (SEAL) framework that learns by adjusting the weight by self-adjusting to ...

This is CS50, Harvard University's introduction to the intellectual enterprises of computer science and the art of programming.

In this AI Research Roundup episode, Alex discusses the paper: 'Completed Hyperparameter Transfer across Modules, Width, ...

In this video, you'll learn how MathChain works in LangChain, with a clear hands-on demo. MathChain is designed to help LLMs ...

This video explains that large language models function as advanced mathematical tools designed to predict the most probable ...

A practice run for a tutorial on some topics in Satisfiability Modulo Theories for an egraphs workshop ...

For ten years, the residual connection has been the immutable standard of deep learning. It saved the industry from the vanishing ...

AlphaEvolve is presented as an evolutionary coding agent designed to significantly enhance the capabilities of state-of-the-art ...

CSharpNumerics includes a lightweight, fully numerical machine learning framework designed for research, experimentation, and ...

Data Structures and algorithms - Expression trees.

Speaker : Prof. NEIL GOGTE.

This research explores the extreme limits of information density within Large Language Model (LLM) input embeddings by ...

Ever wonder how AI models like GPT-4 or Llama 3 actually run without crashing a computer? In this video, we crack open the ...