As technology advances every day, Curiosity Technology is proud to be at the forefront of these innovations. In particular, our SezAI platform offers a powerful and user-friendly solution that can be easily integrated into your business processes, especially in the field of artificial intelligence and large language models (LLMs). In this blog post, we will explain how you can integrate a powerful language model like Llama3.1 and how to maximize efficiency with advanced hardware such as the NVIDIA GH200 Grace-Hopper Superchip and GB200 Grace-Blackwell Superchip.

Easy Integration with SezAI

SezAI is an easy-to-use AI platform designed for businesses of all sizes. It offers unique advantages, especially in the integration and optimization of large language models. With SezAI’s simple interface, you can integrate powerful AI models into your business processes without needing technical expertise.

Example Use Case 1: Smart business processes using Llama3.1 405B

The Llama3.1 405B model is currently the most powerful open-source model available, outperforming even GPT-4omni. To run this model, you need at least 800GB of memory. Fortunately, GH200/GB200 NVL systems offer up to 30TB of memory, allowing you to run such large models with ease.

Example Use Case 2: Fine-Tuning Llama3.1 405B with PyTorch FSDP and Q-Lora

Fine-tuning large language models on your data is essential to unlock their full potential. You can efficiently fine-tune the Llama3.1 model using PyTorch FSDP and Q-Lora. Advanced hardware such as GH200, GB200, or Mi300 allows you to complete this task much faster.

Example Use Case 3: Video Production with Open-Sora

Open-Sora democratizes efficient video production for everyone. Special and powerful hardware is required for video production. GH200, GB200, or Mi300 are ideal for this task.

Example Use Case 4: Creating a Large Language Model from Scratch

Stepping into the world of NLP is like a painter stepping in front of a blank canvas. You can create a language model from scratch using TensorFlow and Keras. To complete this process within a reasonable time, you need powerful hardware such as GH200, GB200, or Mi300.

Solution for Small Businesses: GH200 Grace-Hopper and GB200 Grace-Blackwell Desktop Computers

For small businesses, it is possible to run and fine-tune large language models with lower-end hardware. At Curiosity Technology, we proudly present the world’s first and only Nvidia GH200 Grace-Hopper Superchip and Nvidia GB200 Grace-Blackwell Superchip-powered supercomputers in quiet, handy, and beautiful desktop form factors. These systems are currently the fastest AI and ARM desktop PCs in the world.

Use Case for Small Businesses: Smart business processes using Llama3.1 405B

To run the Llama3.1 405B model with 8bit quantization, you need at least 400GB of memory. Fortunately, GH200 has a minimum of 576GB, and GB200 has a minimum of 864GB of memory.

Why Should You Buy Your Own Hardware?

Owning your hardware gives you full control over your data and computing infrastructure. This is important for privacy reasons and to mitigate risks. Additionally, direct physical access offers significant advantages in terms of speed, latency, and ease of use. You can use open-source tools to build and tune AI that is truly intelligent and useful, independent of the censorship and limitations imposed by big tech companies.

Main Benefits of GH200 Grace-Hopper and GB200 Grace-Blackwell

• They have enough memory to run, tune, and train the largest LLMs currently available.
• Their performance in every regard is almost unreal (up to 8520 times faster than x86).
• There are no alternative systems with the same amount of memory.
• Ideal for AI, especially for inferencing, fine-tuning,
• Multiple NV-linked GH200 or GB200 act as a single giant GPU.
• Optimized for memory-intensive AI and HPC performance.
• Easily customizable, upgradable.

By leveraging the power of SezAI and our advanced hardware solutions, integrating a model like Llama3.1 into your company’s processes becomes not only feasible but also highly efficient and beneficial. Embrace the future of AI with Curiosity Technology and experience the difference that cutting-edge technology can make in your business operations.