Accelerating Intelligence
with Hardware for Transformer Model Inference
Purpose Built Generative AI Systems
Positron delivers the highest performance, lowest power, and best total cost of ownership solution for Transformer Model Inference.
2025
2026
Head to Head Systems Comparison
(Llama 3.1 8B with BF16 compute, no speculation or paged attention)
Positron delivers leading Performance per Dollar and Performance per Watt compared to NVIDIA
Every Transformer Runs on Positron
Supports all Transformer models
seamlessly with zero time and zero effort
Positron maps any trained HuggingFace Transformers Library model directly onto hardware for maximum performance and ease of use
Step 1
Develop or procure a model using the HuggingFace Transformers Library
Step 2
Upload or link trained model file (.pt or .safetensors) to Positron Model Manager
Step 3
from openai import OpenAI
client = OpenAI(uri="api.positron.ai")
client.chat.completions
.create(
model="my_model"
)Update client applications to use Positron's OpenAI API-compliant endpoint