LLM, Domain-specific LLMs & Multimodal [ebook]
A Comprehensive Guide to Language Model Development, Domain-specific Language Models, and Multimodal Language Models AI
Language - English
Updated on Feb, 2025
About the Book
Book description
LLM, Domain-specific LLMs & Multimodals: Your Guide to Language Model Development
Master the world of language models with this comprehensive ebook!
This book is your one-stop guide to understanding and building your own language models. Whether you're a beginner or an experienced developer, you'll find everything you need to know, from the basics of natural language processing to cutting-edge multimodal models.
Goals
- The fundamentals of language model development:
- Choose the right framework for your needs.
- Collect and preprocess data effectively.
- Design and train your own language model.
- Evaluate and fine-tune your model for optimal performance.
- Explore the exciting world of domain-specific LLMs:
- Tailor your model to specific industries and tasks.
- Discover popular pre-trained models and fine-tuning techniques.
- Navigate ethical considerations and best practices.
- Dive into the power of multimodal LLMs:
- Combine text, images, audio, and more for richer understanding.
- Build and implement your own multimodal models.
- Explore practical applications and future directions.
Plus:
- Case studies and project examples to inspire you.
- Community resources and tools to help you get started.
- In-depth discussion of ethical considerations and security best practices.
With its clear explanations, practical guidance, and comprehensive coverage, this ebook is your essential resource for unlocking the power of language models.
![LLM, Domain-specific LLMs & Multimodal [ebook]](https://d3mxt5v3yxgcsr.cloudfront.net/courses/18419/course_18419_image.jpg "LLM, Domain-specific LLMs & Multimodal [ebook]")
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Author Details
<a href="https://market.tutorialspoint.com/author/et_tu">Et Tu</a>
Senior Software Developer with over 7 years of industry experience and a history and passion for solving complex computer science problems.
Tech enthusiastic & has published a couple of books
Competitive programmer & open-source contributor
Have built multiple distributive systems for different industries such as telecom, healthcare, advertisement, and software products.
But, since I'm new to teaching, I'd appreciate your assistance and feedback.
Do reach out to me on any social networks, and thanks again for visiting my bio.
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