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 9 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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Aug 6, 2024 - Jupyter Notebook
A Comprehensive Implementation of Transformers Architecture from Scratch
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Aug 23, 2023 - Python
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
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 implementation of Transformer from scratch
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Sep 27, 2024 - 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
Implementation of Transformer:"Attention Is All You Need" in Pytorch
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Sep 4, 2024 - Python
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