This repository contains the implementation of a language model built from scratch using PyTorch. The model leverages a transformer-based (decoder-only) architecture, similar to GPT.

Transformer decoder-only model form scrath with GPT2 tokenizer and Pre-trained Embedding from HuggingFace (Model with GPT2 Embedding) GPT2 model from scratch from HuggingFace (Scratch_GPT2.ipynb) Fine ...

Apart from the various interesting features of this model, one feature that catches the attention is its decoder-only architecture. In fact, not just PaLM, some of the most popular and widely used ...

This comprehensive guide delves into decoder-based Large Language Models (LLMs), exploring their architecture, innovations, and applications in natural language processing. Highlighting the evolution ...

In this article we prove that the general transformer neural model undergirding modern large language models (LLMs) is Turing complete under reasonable assumptions. This is the first work to directly ...

The transformer model has become one of the main highlights of advances in deep learning and deep neural networks.