Introducing Paiton’s Free Evaluation Models

Introduction

AI is rapidly transforming every industry, but running large models efficiently remains a major technical and financial challenge. At ElioVP, we specialize in optimizing for AMD accelerators, helping organizations unlock the full potential of their hardware.

Today, we’re excited to announce a new offering: free evaluation models that let you test our cutting-edge optimizations on your own workloads before committing. Our evaluation packages give you a firsthand look at the performance gains you can expect with Paiton.

What Is Paiton?

Paiton is an AI model optimization framework built specifically for AMD architectures. We take your existing models like LLaMA, Stable Diffusion, CLIP, and more, then compile them into custom, highly-performant shared libraries using our own kernels and optimization passes.

This results in:

• Faster inference times
• Reduced power consumption
• Better hardware utilization

Our solution works with vLLM, making integration seamless.

Introducing Evaluation Models

We’re now offering pre-compiled evaluation models so potential customers can experience Paiton’s performance boosts firsthand. These include:

• Text models like meta-llama/Meta-Llama-3-8B
• Vision models like CLIP and ResNet
• Image generation models like Stable Diffusion XL

Evaluation models are available for various AMD GPUs, including MI300X, MI250 and even MI210. We provide simple Python interfaces and example scripts to get you started.

Why Try a Paiton Evaluation Model?

• No commitment: Test before you buy
• Real-world benchmarking: Use your own prompts and data
• Side-by-side comparison: Measure against your current setup

If you like what you see, we can work together to compile and optimize your custom models or offer you the existing models, optimized with Paiton, permanently.

Interested in trying out an evaluation model? Just reach out to us here, and we’ll help you select the right package for your hardware and workload.

AI is only as good as the infrastructure it runs on. With Paiton, you don’t need to overhaul your stack to achieve state-of-the-art performance on AMD GPUs. Our new evaluation offering gives you a low-risk way to explore what’s possible.