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Transformer Architecture Built From Scratch for English-Tamil Translation

By PulseAugur Editorial · [1 sources] ·

An individual has developed and trained a Transformer neural network architecture from scratch using PyTorch. This model is specifically designed for English-to-Tamil machine translation and is based on the "Attention Is All You Need" paper. The project includes a detailed mathematical breakdown and a step-by-step tutorial, with the code available on GitHub and the dataset hosted on Hugging Face. AI

IMPACT Provides a detailed, from-scratch implementation of a foundational Transformer model for machine translation.

RANK_REASON The cluster describes the creation and training of a neural network architecture from scratch, which falls under research. [lever_c_demoted from research: ic=1 ai=1.0]

Read on r/MachineLearning →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Transformer Architecture Built From Scratch for English-Tamil Translation

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The cluster describes the creation and training of a neural network architecture from scratch, which falls under research. [lever_c_demoted from research: ic=1 ai=1.0]
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paper, model release
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High
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60 days old
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COVERAGE [1]

  1. r/MachineLearning TIER_1 English(EN) · /u/imrancoder ·

    Built & Trained a Transformer from Scratch in Pure PyTorch for English-to-Tamil Machine Translation [Math + Code Breakdown] [P]

    <!-- SC_OFF --><div class="md"><p>Hi everyone! 👋</p> <p>I built and trained the complete <strong>Transformer architecture from scratch</strong> using pure PyTorch (`torch.nn` primitives) based on the original &quot;<strong>Attention Is All You Need</strong>&quot; paper.</p> <p>I …

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