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Books > Computing & IT > Applications of computing > Artificial intelligence

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Build A Large Language Model - From Scratch (Paperback) Loot Price: R1,466
Discovery Miles 14 660
You Save: R629 (30%)
Build A Large Language Model - From Scratch (Paperback): Sebastian Raschka

Build A Large Language Model - From Scratch (Paperback)

Sebastian Raschka

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Was R2,095 Loot Price R1,466 Discovery Miles 14 660 | Repayment Terms: R137 pm x 12* You Save R629 (30%)

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Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up!

In Build a Large Language Model (from Scratch) bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You’ll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks.

Build a Large Language Model (from Scratch) teaches you how to:

  • Plan and code all the parts of an LLM
  • Prepare a dataset suitable for LLM training
  • Fine-tune LLMs for text classification and with your own data
  • Use human feedback to ensure your LLM follows instructions
  • Load pretrained weights into an LLM

Build a Large Language Model (from Scratch) takes you inside the AI black box to tinker with the internal systems that power generative AI. As you work through each key stage of LLM creation, you’ll develop an in-depth understanding of how LLMs work, their limitations, and their customization methods. Your LLM can be developed on an ordinary laptop, and used as your own personal assistant.

General

Imprint: Manning
Release date: October 2024
Authors: Sebastian Raschka
Format: Paperback
Pages: 368
ISBN-13: 978-1-63343-716-6
Categories: Books > Computing & IT > Applications of computing > Databases > General
Books > Computing & IT > Applications of computing > Artificial intelligence > General
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LSN: 1-63343-716-7
Barcode: 9781633437166

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