In the rapidly advancing and dynamic world of Artificial Intelligence and Machine Learning (AI/ML), the ability to master large language models (LLMs) is a defining trait of innovators and leaders in research and development. While proficiency in widely adopted languages like Python is fundamental, it is the capability to explore low-level system implementations, optimize performance, and harness the power of cutting-edge tools like Rust that truly sets apart the pioneers in the field.

Large Language Models via Rust (LMVR) is designed to bridge the gap between theoretical understanding and practical application, offering a comprehensive exploration of LLMs through the powerful and efficient lens of Rust. This book addresses the critical need for performance, scalability, and precision in developing and deploying LLMs, equipping readers with the knowledge and tools necessary to build robust and high-performance AI systems. From foundational transformer architectures to advanced techniques in multitask learning and multimodal transformers, LMVR provides you with the skills to push the boundaries of AI in both academic and industrial contexts.

At RantAI, we are dedicated to fostering excellence in AI and recognizing outstanding talent. Individuals who excel in mastering the content of this book and demonstrate exceptional proficiency in LLMs using Rust are encouraged to apply for our AI Engineer internship program. This program offers a platform for you to further develop your skills and contribute to groundbreaking projects that are shaping the future of AI, with a particular focus on the Rust ecosystem.

For academics and educators, we highly recommend integrating the LMVR book into your curriculum. This resource is specifically designed to support effective teaching, providing structured guidance and in-depth content that enhances the learning experience and prepares students to excel in both research and industry. The FCP (Fundamental, Conceptual, and Practical) approach of this book ensures a comprehensive understanding of both the theory and application of LLMs, making it an invaluable tool for educators.

Additionally, for enterprises engaged in R&D and seeking to tailor LLM methodologies to specific industry applications, RantAI offers customized solutions. Our bespoke book offerings enable organizations to adapt LLM principles to their unique operational needs, ensuring that your teams are equipped with the most relevant and effective tools for innovation and problem-solving in AI/ML.

As you explore the first edition of LMVR, take pride in the meticulous approach to LLM development and Rust that this book embodies. Our vision is for this text to become a cornerstone resource in the development of advanced AI systems, continuously evolving with the latest technological advancements, including Generative AI (GenAI) and the ever-expanding capabilities of the Rust programming language. Your engagement with this material is not merely academic; it is a pathway to mastering the tools and techniques that will distinguish you in both research and industry.

We hope this book serves as a catalyst for your growth as an AI engineer and researcher. Embrace the challenges and opportunities that come with mastering LLMs through Rust, and let your journey toward innovation and excellence in AI/ML be marked by the significant achievements that follow.

Jakarta, August 17, 2024

The Founding Team of RantAI