A clean PyTorch implementation of the original Transformer model + A German -> English translation example
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Jan 24, 2022 - Python
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transformer-from-scratch
Here are 14 public repositories matching this topic...
Repository for a transformer I coded from scratch and trained on the tiny-shakespeare dataset.
deep-learning text-generation pytorch neural-networks transformer-encoder transformer-architecture transformer-from-scratch
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Jul 3, 2023 - Python
Implement the "Attention Is All You Need" paper from scratch using PyTorch, focusing on building a sequence-to-sequence transformer architecture for translating text from English to Italian
translation pytorch sequence-to-sequence encoder-decoder attention-is-all-you-need transformer-from-scratch english-italian
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May 21, 2025 - Jupyter Notebook
A Comprehensive Implementation of Transformers Architecture from Scratch
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Aug 23, 2023 - Python
Modular Python implementation of encoder-only, decoder-only and encoder-decoder transformer architectures from scratch, as detailed in Attention Is All You Need.
nlp translation nlu torch transformer generation summarization gpt attention-mechanism attention-is-all-you-need transformer-from-scratch llm generative-ai
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Aug 24, 2024 - Python
This repository contains my coursework (assignments & semester exams) for the Natural Language Processing course at IIIT Delhi in Winter 2025.
natural-language-processing word2vec fine-tuning aspect-based-sentiment-analysis wordpiece-tokenization transformer-from-scratch claim-normalization
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May 7, 2025 - Jupyter Notebook
A complete implementation of the "Attention Is All You Need" Transformer model from scratch using PyTorch. This project focuses on building and training a Transformer for neural machine translation (English-to-Italian) on the OpusBooks dataset.
machine-learning university-project pytorch transformer course-project seq2seq attention neural-machine-translation attention-mechanism encoder-decoder attention-is-all-you-need huggingface positional-encoding transformer-from-scratch cross-attention masked-attention
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Nov 8, 2025 - Python
Simple and Easy Implimentation of Transformer Architecture Introduced in the paper "Attention Is All You Need"
nlp jupyter-notebook pytorch attention-mechanism attention-is-all-you-need pytorch-implementation transformer-architecture transformer-from-scratch llm
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Sep 13, 2025 - Jupyter Notebook
Collection of implementations from scratch (mostly ML)
python machine-learning ai machine-learning-algorithms ml pytorch transformer attention from-scratch machine-learning-from-scratch ml-from-scratch pytorch-implementation implementation-from-scratch ml-papers transformer-from-scratch from-scratch-in-python
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Jan 22, 2024 - Jupyter Notebook
PyTorch Transformer for neural machine translation (NMT), inspired by "Attention Is All You Need". Includes training, inference, and attention visualization.
translation deep-learning pytorch transformer neural-machine-translation attention-is-all-you-need transformer-from-scratch
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Jul 31, 2025 - Jupyter Notebook
This project aims to build a Transformer from scratch and create a basic translation system from Arabic to English.
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Jul 26, 2024 - Jupyter Notebook
_build a Transformer model from scratch using Pytorch
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Oct 27, 2025 - Python
Implementation of Transformer:"Attention Is All You Need" in Pytorch
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Sep 4, 2024 - Python
PyTorch implementation of Transformer from scratch
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Sep 27, 2024 - Python
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