Attention Mechanisms Articles

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7/19/2025 • EN

The Big LLM Architecture Comparison

A detailed comparison of architectural developments in major large language models (LLMs) released in 2024-2025, focusing on structural changes beyond benchmarks.

Attention Mechanisms LLM Architecture Mixture Of Experts Normalization Layers Transformer Models

Sebastian Raschka

7/19/2025 • EN

The Big LLM Architecture Comparison

A technical comparison of architectural changes in major Large Language Models (LLMs) from 2024-2025, focusing on structural innovations beyond benchmarks.

Attention Mechanisms LLM Architecture Mixture Of Experts Normalization Layers Transformer Models

Sebastian Raschka

1/27/2023 • EN

The Transformer Family Version 2.0

An updated, comprehensive overview of the Transformer architecture and its many recent improvements, including detailed notation and attention mechanisms.

Attention Mechanisms Deep Learning Natural Language Processing Neural Networks Transformer Architecture

Lilian Weng

Attention Mechanisms Articles

The Big LLM Architecture Comparison

The Big LLM Architecture Comparison

The Transformer Family Version 2.0

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