Fine-Tuning Llama 3 in 30 Minutes on FPT AI Factory: Accelerating Enterprise AI Development

Recently, FPT hosted a webinar titled “Fine-Tuning Llama 3 in 30 Minutes on FPT AI Factory”, featuring Mr. Donald Murataj, AI Expert at FPT. The session focused on practical techniques for efficiently fine-tuning the Llama 3 model on the FPT AI Factory platform. 

Generative AI – An Inevitable Trend for Enterprises 

In today’s landscape, artificial intelligence (AI) has become one of the key drivers of enterprise growth. In particular, Generative AI (GenAI) is emerging as a breakthrough technology that not only optimizes operational efficiency and enhances customer experience but also paves the way for entirely new business models. 

The greatest challenge for enterprises lies in how to personalize large language models such as Llama 3 with their own data and unique business context. This is precisely where fine-tuning becomes the key to unlocking the transformative value of GenAI. The webinar organized by FPT demonstrated that this otherwise complex process can be executed quickly, seamlessly, and effectively on the FPT AI Factory platform. 

Fine-Tuning Llama 3 in Just 30 Minutes 

The highlight of the webinar was a live demonstration, where an FPT expert successfully completed the entire fine-tuning process of Llama 3 in just 30 minutes, guiding participants step by step: 

• Step 1: Preparing a training dataset tailored to real-world business needs, enabling the model to understand the specific context and language of the enterprise. 

• Step 2: Initializing a GPU Container environment on FPT AI Factory to ensure high-speed processing, system stability, and seamless scalability. 

• Step 3: Executing the fine-tuning process directly through an intuitive interface—simple to operate while providing full control over every stage. 

• Step 4: Evaluating the results and comparing them with the baseline model to clearly demonstrate improvements in performance and accuracy. 

What impressed participants the most was the simplicity and accessibility of FPT AI Factory. Even technical teams with limited AI development experience could quickly build their own customized AI models. Whereas fine-tuning traditionally required several days, the entire process can now be completed in less than an hour—powerful evidence of the efficiency and optimization enabled by FPT AI Factory. 

This experience has transformed a traditionally complex process into one that is fast, practical, and easy to adopt, opening the door for enterprises to begin experimenting with AI from the very first steps. 

👉 Watch the full webinar replay here:

https://www.youtube.com/watch?v=6L1nQteXAnM&ab_channel=FPTAIFactory 

FPT AI Factory - A Comprehensive AI Development Platform for Enterprises

All of this is made possible by FPT AI Factory – a comprehensive AI development platform built on state-of-the-art infrastructure, powered by NVIDIA H100/H200 GPUs and NVIDIA AI Enterprise software. Combined with FPT’s practical deployment expertise, FPT AI Factory enables enterprises to accelerate model development, optimize costs, and scale deployments with flexibility and security. 

The platform is comprised of four key components: 

• FPT AI Infrastructure: High-performance, energy-efficient computing infrastructure for large language models (LLMs) and multimodal models. 

• FPT AI Studio: A cost-efficient environment for fast fine-tuning, experimentation, and prototyping. 

• FPT AI Inference: A high-performance, low-latency serving platform designed for production-ready AI applications. 

• FPT AI Agents: A platform for building and operating intelligent, multilingual AI agents seamlessly integrated into enterprise workflows. 

In addition, FPT AI Factory offers more than 20 ready-to-use Generative AI products, enabling enterprises to quickly apply AI across customer experience, operations, human resources management, and cost optimization. 

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