AI Research & Engineering

Building the next
generation of AI

We develop large-scale language models with a focus on capability, safety, and reliability. Our research pushes the boundaries of what AI systems can achieve.

Our mission

Acrionix is dedicated to advancing the frontier of artificial intelligence through rigorous research and scalable engineering. We believe that the most capable AI systems must also be the safest.

Our team combines deep expertise in distributed systems, machine learning, and alignment research to build AI that is both powerful and trustworthy.

Research areas

01

Large Language Models

Training frontier-scale language models with novel architectures, optimized for reasoning, multilingual capability, and long-context understanding.

02

Alignment & Safety

Developing techniques to ensure AI systems behave in accordance with human values, including RLHF, constitutional methods, and interpretability research.

03

Scalable Infrastructure

Building distributed training and inference systems that efficiently utilize thousands of accelerators with fault-tolerant, high-throughput pipelines.

Technology

Our platform is built for scale. We leverage state-of-the-art distributed computing frameworks to train and deploy models with hundreds of billions of parameters.

TrainingPyTorch · Megatron-LM · DeepSpeed
OrchestrationKubernetes · Slurm · Ray
ComputeNVIDIA H100 · H200 · InfiniBand
InferencevLLM · TensorRT-LLM · Triton