Mmastodon TechnologySoftware first seen 4 d ago, last 4 d ago, peak #11

Developer recommends building a language model from scratch

Original: I've used LLMs for months without fully tracing every step from tokenizer to fine-tuning -- that gap bothered me. Sebast

A developer who has used large language models for months says the gap in their understanding of the full pipeline, from tokenization to fine-tuning, bothered them, and recommends Sebastian Raschka's book "Build a Large Language Model (From Scratch)" as a fix. They say the book walks through the entire process, including model design, pretraining on a general corpus, and fine-tuning for specific tasks.

Why now: Interest in understanding how LLMs work under the hood, beyond simply using them, is growing among developers.

Sebastian RaschkaLLMs

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• I've used LLMs for months without fully tracing every step from tokenizer to fine-tuning -- that gap bothered me. Sebastian Raschka's "Build a Large Language Model (From Scratch)" walks through the entire pipeline: design, pretraining on a general corpus, and fine-tuning for… · jesper@tech.lgbt · 1

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