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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multi30k
Here are 13 public repositories matching this topic...
Cross-lingual Visual Pre-training for Multimodal Machine Translation
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Dec 28, 2021 - Python
The Transformer model implemented from scratch using PyTorch. The model uses weight sharing between the embedding layers and the pre-softmax linear layer. Training on the Multi30k machine translation task is shown.
deep-learning machine-translation pytorch transformer shared-embedding multi-head-attention multi30k
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Jul 23, 2023 - Python
Neural Machine Tranlation using Local Attention
python python3 attention nmt attention-mechanism encoder-decoder encoder-decoder-model local-attention multi30k iwslt
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Jan 7, 2019 - Jupyter Notebook
[KDD 2024] Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive Learning
retrieval wit cross-modal cross-lingual mscoco multi30k image-text-search cross-modal-retrieval xlm-roberta swin-transformer cross-lingual-retrieval image-text-retrieval vision-language-pretraining iglue xflickrco kdd2024
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Sep 9, 2025 - Python
Full training pipeline of attention model for machine translation task with PyTorch
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Jul 25, 2024 - Python
English-To-German Neural Machine Translation Using Transformer
nlp natural-language-processing machine-translation transformer neural-machine-translation text-processing multi30k pytorch-lightning
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Aug 17, 2023 - Jupyter Notebook
[SGU] 841448 - NLP (2025-2026 / HK1)
python nlp pytorch seq2seq beam-search neural-machine-translation attention-mechanism bleu-score ltsm spacy-nlp multi30k greedy-decoding
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Dec 17, 2025 - Jupyter Notebook
Original transformer model from scratch
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Mar 10, 2025 - Python
A basic seq2seq transformers model trained and validated on the Multi30k dataset.
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Aug 8, 2024 - Python
A from-scratch PyTorch implementation of the Transformer architecture from "Attention Is All You Need," trained for English-to-German translation on Multi30k.
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Sep 2, 2026 - Python
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