Scale Services and Maximize Data Pipeline Performance with Lightbits Software-Defined Solutions for AI
Lightbits offers unparalleled performance, efficiency, and scalability on which to build your AI and machine learning data platform.
Inferra by Lightbits is an intelligent KV cache orchestration engine built for the outcomes infrastructure operators care about. It enables a class of long-context inference where throughput remains viable and latency remains predictable even as sequence lengths grow dramatically. That stability is the foundation for premium service tiers—longer context, higher reliability, stronger concurrency guarantees—without turning every long-context request into a cluster-wide disruption.
Lightbits SDS high-performance block storage accelerates data pre-processing and model training, speeds up checkpointing, and optimizes Retrieval-Augmented Generation (RAG) databases. Lightbits SD surpasses petabyte levels and achieves up to 75M IOPS with consistent sub-millisecond tail latency, making it ideal for vector and other AI-centric databases. Harness the power of NVMe over TCP to accelerate your AI data pipeline and scale your services to new heights.
Lightbits Software Solutions for AI
Streamline Data Preprocessing
Streamline Data Preprocessing
Raw data is cleaned and transformed into a format that can be effectively utilized in machine learning models.
Accelerate Model Training
Accelerate Model Training
During the model training phase, data is frequently accessed and model parameters are continuously adjusted.
Efficient Real-time Inference
Efficient Real-time Inference
Real-time AI requires high speed storage to make instant predictions for fraud detection, autonomous vehicles, or translations.
Retrieval-Augmented Generation
Retrieval-Augmented Generation
The vector databases used in LLMs require high-performance storage to return RAG -customized results quickly for chatbots.
Database Optimization
Database Optimization
Databases require high peak performance whether they manage real-time AI application data or store training parameters and tags.
Scalability and Flexibility
Scalability and Flexibility
AI models and datasets are constantly growing and becoming more complex, so the underlying storage infrastructure must scale as well.
Unmatched Cost Efficiency
High Availability & Resiliency
High Performance at Scale
Lightbits SDS for AI Clouds
