Enterprise AI Services
Intellisoft Arctic: Unleash the Power of Large Language Models
Intellisoft Arctic is a revolutionary AI/ML inference optimization platform designed to empower enterprises with the unmatched performance and efficiency needed to handle complex, large-scale machine learning models.
Unparalleled Performance and Efficiency
Intellisoft Arctic tackles the challenges of large language models (LLMs) head-on, delivering exceptional results through a combination of cutting-edge techniques:
Advanced MoE Model Support:
Effortless Inference Optimization: Intellisoft Arctic is built for Mixture of Experts (MoE) models, adeptly activating only a subset of model parameters for each input. This significantly reduces the computational burden, streamlining the inference process.
Memory Efficiency: Experience up to 4x fewer memory reads compared to conventional models, resulting in dramatically lowered inference latency.
FP8 Quantization:
Model Compression at its Finest: Intellisoft Arctic utilizes FP8 quantization, a technique that compresses model weights to a compact 8-bit floating-point representation. This minimizes memory footprint without sacrificing model accuracy.
Single GPU Advantage: Díky quantization, Intellisoft Arctic enables large models to fit comfortably within a single GPU node, achieving exceptional throughput for real-time inference scenarios.
Interactive Inference Performance:
Blazing-Fast Responses: Intellisoft Arctic boasts an impressive throughput of over 70+ tokens per second for batch sizes of 1, making it perfect for interactive applications that demand immediate responses.
Scale with Confidence
Intellisoft Arctic is built to handle even the most demanding enterprise workloads:
Dynamic Batch Processing:
Small Batch Size Optimization: At small batch sizes, Intellisoft Arctic's inference shines. It excels at reading fewer parameters compared to larger models, accelerating the inference process.
Large Batch Size Efficiency: As batch sizes increase, Intellisoft Arctic seamlessly transitions to being compute-bound. It requires up to 4x less compute power than competing models, ensuring efficient processing of massive datasets.
Seamless Integration:
NVIDIA TensorRT-LLM and vLLM Power: Intellisoft Arctic integrates flawlessly with NVIDIA's TensorRT-LLM and vLLM, leveraging their advanced inference engines to extract maximum performance from NVIDIA GPUs.
Cloud Agnostic Deployment: Deploy Arctic on your preferred cloud platform – AWS, Google Cloud, Microsoft Azure, or any other leading cloud service – for flexibility and scalability tailored to your enterprise needs.
Data Management Reimagined
Intellisoft Arctic goes beyond exceptional inference, offering a robust data management platform:
Unified Analytics Platform:
Lakehouse Architecture: The future of data is here. Intellisoft Arctic combines the strengths of data warehouses and data lakes into a unified analytics platform, streamlining data storage, processing, and analysis.
Collaborative Environment: Foster teamwork and productivity with a platform designed for both data engineers and data scientists to work together seamlessly.
Robust Data Handling:
Concurrent Writes: Enable multiple processes to write data simultaneously without compromising data integrity, thanks to Arctic's support for concurrent writes.
Schema Evolution Made Easy: Intellisoft Arctic gracefully handles schema changes, allowing for dynamic updates to your data structure without downtime.
Effortless Partition Evolution: Experience efficient data partitioning for faster query performance and simplified data management.
Time Travel with Data Versioning: Perform time travel queries to view historical data at any point in time – a crucial feature for audits and analyzing data trends.
Unleash the Potential of Your AI/ML Initiatives
Intellisoft Arctic empowers you to achieve groundbreaking results with your AI and machine learning endeavors:
Real-Time Inference:
Ideal Applications: Get real-time results for conversational AI, intelligent recommendations, and interactive data analysis where low latency is paramount.
Batch Processing:
Large-Scale Data Powerhouse: Process massive volumes of data efficiently for big data analytics, batch processing, and complex machine learning pipelines.
Enterprise AI Solutions:
Designed for Enterprise Success: Arctic is built for the enterprise, providing the capabilities to leverage AI/ML across extensive datasets and intricate workflows, supporting advanced analytics and intelligent automation.