Domain-specific LLMs

Location:

United States

Genres:

Networks:

Description:

This audiobook is a comprehensive guide to leveraging Language Models (LLMs) tailored for specific domains. Here's what each section offers: Introduction to Domain-specific LLMs: Lay the groundwork by understanding the fundamentals of Domain-specific LLMs Key Concepts in Domain-specific LLMs: Delve deeper into core principles like domain adaptation, fine-tuning, and transfer learning, Creating Custom LLMs: Learn to build custom Language Models tailored to specific domains Steps to Create LLMs: Follow a roadmap for creating Domain-specific Language Models, from data acquisition to model training and evaluation. Popular LLMs: Explore popular models like BERT, GPT, and XLNet customized for specific industries, comparing features and performance. Fine-tuning LLMs: Master techniques for optimizing model performance and adapting to new tasks in specialized domains. Integration with Systems: Discover best practices for integrating LLMs into existing systems and workflows seamlessly. Resources and Tools: Access a curated collection of resources, datasets, and tools to support LLM development. Pre-trained Models: Harness pre-trained models to expedite development and enhance efficiency in LLM projects. Security Considerations: Address security concerns related to LLM deployment, ensuring robustness and integrity. Hugging Face LLMs: Discover Hugging Face's Domain-specific LLMs platform for accessing pre-trained models. Whether you're a researcher, developer, data scientist, or industry professional, "Domain-specific LLMs" equips you with the knowledge, skills, and insights to harness the full potential of Language Models in specialized domains. Duration - 20h 31m. Author - Et Tu Code. Narrator - Helen Green. Published Date - Tuesday, 02 January 2024. Copyright - © 2024 Et Tu Code ©.

Language:

English