Enterprise AI Services

Intellisoft Arctic: Unleash the Power of Large Language Models

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.

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.

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.

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.

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