Omid Rohanian
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The Notebook

A Minimal Transformer

nlp
translation
pytorch

Under 100 lines. English to Spanish with PyTorch’s nn.Transformer and OPUS Books.

Sep 18, 2025
 

What are tied Embeddings

nlp
embeddings
pytorch

Minimal explanation of tied embeddings in language models with a compact real-model demo.

Sep 17, 2025

Excerpt from IMIA Yearbook 2024 showing our paper

IMIA Best Paper Award

award

Our 2023 paper On the effectiveness of compact biomedical transformers was selected as one of two Best Papers in NLP worldwide by IMIA’s Yearbook of Medical Informatics.

Jun 1, 2025
Omid Rohanian
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