Build a Large Language Model (From Scratch) by Sebastian Raschka

Description: 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 LLMBuild 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.Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications.

Price: 65.99 USD

Location: Nashville, Tennessee

End Time: 2024-11-21T12:04:29.000Z

Shipping Cost: 5.7 USD