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Akash

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Joined Joined on  github website

Education

University at Buffalo

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he, him

How Transformers Actually Work: Self-Attention, Step by Step

How Transformers Actually Work: Self-Attention, Step by Step

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14 min read
Making RNNs Actually Work: LSTMs, Bidirectionality, and the Encoder-Decoder

Making RNNs Actually Work: LSTMs, Bidirectionality, and the Encoder-Decoder

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15 min read
Recurrent Neural Networks

Recurrent Neural Networks

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17 min read
From Perceptrons to Predicting the Next Word

From Perceptrons to Predicting the Next Word

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9 min read
From Counting Words to Learning Meaning

From Counting Words to Learning Meaning

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9 min read
Perplexity, Smoothing, and What Words Mean

Perplexity, Smoothing, and What Words Mean

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11 min read
Before LLMs Could Predict, They Had to Count

Before LLMs Could Predict, They Had to Count

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8 min read
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