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Generative AI with Python: Create text, images, and audio using open-source models by Nathan Westwood

Generative AI with Python: Create text, images, and audio using open-source models

by Nathan Westwood
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Book cover type: Paperback
  • ISBN13: 9798246650271
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 218
  • Original Price: GBP 12.42
  • Language: English
  • Edition: N/A
  • Item Weight: 300 grams
  • BISAC Subject(s): Languages / Python

Stop Renting Intelligence. Start Building It.

Why pay per token when you can run the model yourself?

The AI revolution is here, but most developers are stuck behind a paywall, relying on expensive APIs and black-box services from Big Tech. Generative AI with Python breaks those chains. This book empowers you to harness the limitless potential of Open-Source AI, running state-of-the-art models on your own hardware or cloud infrastructure-free from monthly subscriptions.

This is not a theory book. It is a builder's manual. You will dive deep into the Python ecosystem that powers the world's most creative algorithms, utilizing industry-standard libraries like PyTorch and Hugging Face Transformers.

Master the Trinity of Creation: Text, Image, and Audio

Go beyond simple chatbots. You will build a complete generative pipeline:

  • Text Generation (LLMs): Download, run, and fine-tune open-source Large Language Models (like Llama and Mistral). Learn to implement RAG (Retrieval-Augmented Generation) to chat with your own private documents.

  • Image Synthesis: Demystify Diffusion Models. Build applications that turn text prompts into stunning artwork, generate assets for games, and modify existing images programmatically.

  • Audio & Speech: Create lifelike Text-to-Speech (TTS) systems and generate original music tracks using code, opening new doors for accessibility and content creation.

  • Prompt Engineering via Code: Learn how to systematically optimize prompts within your Python scripts to get consistent, high-quality outputs.

  • Optimization & Deployment: Techniques to run massive models on consumer GPUs using quantization and efficient memory management.

Whether you are an app developer wanting to integrate AI features, a data scientist exploring the latest architectures, or a creative coder looking for new tools, this book hands you the keys to the engine.

Don't let the future be a subscription service. Scroll up and grab your copy to build the open-source future today.

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