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📰 Dev.to · Akash

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What Does an LLM Actually Do?

Dev.to · Akash 🧠 Large Language Models ⚡ AI Lesson 4mo ago

What Does an LLM Actually Do?

Pretraining, Prompting, Sampling, and Alignment By the end of this post, you'll understand...

From Perceptrons to Predicting the Next Word

Dev.to · Akash 🧠 Large Language Models ⚡ AI Lesson 4mo ago

From Perceptrons to Predicting the Next Word

Neural Networks as Language Models By the end of this post, you'll understand how...

Perplexity, Smoothing, and What Words Mean

Dev.to · Akash 🧠 Large Language Models ⚡ AI Lesson 4mo ago

Perplexity, Smoothing, and What Words Mean

By the end of this post, you'll know how to evaluate a language model using 'perplexity', why unseen...

Before LLMs Could Predict, They Had to Count

Dev.to · Akash 🧠 Large Language Models ⚡ AI Lesson 5mo ago

Before LLMs Could Predict, They Had to Count

By the end of this post, you'll understand exactly how the simplest language models work, the chain...