
Generative AI. Made Fast, Efficient, and Affordable
We Provide Hyper-Accelerated Silicon IP/Solutions for Generative AI
Hyper-Accelerated
Hardware Solutions
for Generative AI Applications
AI Chip/
Silicon IP
Server
Software
HyperAccel creates fast, efficient, and affordable
inference system that accelerates transformer-based large
language models (LLM) with multi-billion parameters,
such as OpenAI GPT, Meta LLaMA.
Our AI chip, Latency Processing Unit, is the world-first hardware
accelerator dedicated for the end-to-end inference of LLM.
We provide Hyper-Accelerated Silicon Chip/Solutions for
emerging Generative AI applications
World-First AI Processor Dedicated for Hyperscale Generative AI
LLM Processing Unit
Fastest and
Most Efficient
GenAI Inference
LLM Processing Unit Architecture
LPU consists of latency-optimized and highly scalable hardware architecture
(e.g., streamlined memory access and streamlined execution engine) that
perfectly balances memory bandwidth and compute logic to maintain
effective bandwidth usage of ~90%
Expandable Synchronization Link (ESL)
ESL is innovative peer-to-peer communication technology that performs low-latency
synchronization. With ESL, LPUs synchronize as soon as data segment comes out from one LPU.
Multi-LPU system can efficiently accelerate hyperscale models that has ten to hundred billion parameters.
Unprecedented
Performance
and Scalability
1 LPU vs. 8 LPUs on 100 Short-Sentence Generation using LLaMA-7B
1 LPU (49.2sec)
8LPU (8.6sec)
Real-Time LPU Chatbot Application using Gradio
Built from deep understanding of transformer-based Large Language Models,
our LPU technology aims for higher throughput performance with 10x gains in cost and energy efficiency as compared to today’s market solution.
Our ASIC product (4nm) hyper-focused on
LLM inference will come out soon in 1Q 2026.
32 LPU Cores with Streamlined Dataflow | 128 GB LPDDR5X per Chip |
Data Types: FP16, BF16, FP8, FP4, INT8, INT4 | HW-Native Continuous Batching |
LLMs, Multimodal Models, MoEs | vLLM Compatible with Paged Attention |
We Are Hiring! Join Our HyperAcceleration
We are looking for brilliant and passionate people to join us and play a
major role in building the next big thing in Generative AI. If you enjoy
working on cutting-edge technologies, solving complex problems, have
a team spirit, grit and a can-do-attitude – your place is with us!