#1 LLM: Decoding LLM Transformer Architecture — Part 1
Mar 3, 2024 · Decoder: The decoder builds the final output step by step, using both the encoder’s clues and its own growing chain of words to figure out what comes next. It’s like completing a …
Understanding Encoder And Decoder LLMs - Sebastian Raschka, …
Jun 17, 2023 · Delve into Transformer architectures: from the original encoder-decoder structure, to BERT & RoBERTa encoder-only models, to the GPT series focused on decoding. Explore …
How LLMs Work ? Explained in 9 Steps — Transformer Architecture
Dec 24, 2023 · The transformer architecture is split into two distinct parts, the encoder and the decoder. These components work in conjunction with each other and they share a number of …
A Gentle Introduction to Attention and Transformer Models
Mar 29, 2025 · The original transformer architecture is composed of an encoder and a decoder. Its layout is shown in the figure below. Recall that the transformer model was developed for …
Visualizing and Explaining Transformer Models From the Ground …
Jan 19, 2023 · The Encoder-Decoder Concept. The Transformer model relies on the interactions between two separate, smaller models: the encoder and the decoder. The encoder receives …
Transformer Architecture | LLM: From Zero to Hero
Feb 22, 2024 · Let’s run through the key ideas of the architecture when training a model. I drew a diagram to illustrate the training process of the GPT-like decoder-only transformer …
Transformers and LLMs 11-785, Fall 2023 Shikhar Agnihotri 1 LiangzeLi. Part 1 Transformers 2. Transformers 3 • Tokenizaton • Input Embeddings • PositionEncodings • Residuals • Query • …
LLMs and Transformers from Scratch: the Decoder
Jan 10, 2024 · In this article, we delve into the decoder component of the transformer architecture, focusing on its differences and similarities with the encoder. The decoder’s unique feature is …
Decoder-Based Large Language Models: A Complete Guide
Apr 27, 2024 · Decoder-based LLMs can be broadly classified into three main types: encoder-decoder, causal decoder, and prefix decoder. Each architecture type exhibits distinct attention …
Transformer Llm Diagram Overview | Restackio
Feb 23, 2025 · Encoder-Decoder Structure. The architecture consists of two main components: the encoder and the decoder. The encoder processes the input data, transforming it into a …