Shypd.aiThe largest open index of AI toolsLLMs-from-scratch is an Open Source Research & Education tool that provides code for developing, pretraining, and finetuning GPT-like LLMs. It serves as the official code repository for the book 'Build a Large Language Model (From Scratch)'.
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LLMs-from-scratch is an open-source GitHub repository that provides comprehensive code for developing, pretraining, and finetuning GPT-like Large Language Models (LLMs) from the ground up using PyTorch. This repository is the official code companion for the book "Build a Large Language Model (From Scratch)", guiding users step-by-step through the process of creating their own functional LLM. It includes code for various stages, from understanding attention mechanisms to finetuning for text classification and instruction following. The project emphasizes a hands-on approach, allowing users to implement LLM components without relying on external LLM libraries, making it an invaluable resource for deep learning practitioners and researchers.
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