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AI Tool
Accelerate Your Inference with AWS Inferentia2 Instances
Unleash the power of generative AI with unparalleled performance and efficiency.
Achieve up to 4x higher throughput with minimal latency for large language models.Deploy models at scale with advanced distributed inference capabilities.Optimize costs and energy usage, enhancing both sustainability and budget efficiency.
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overview
What are AWS Inferentia2 Instances?
AWS Inferentia2 Instances, or Inf2, are cutting-edge inference accelerators designed specifically for maximizing performance in AI applications. With the support of the Neuron compiler, these instances deliver transformative benefits for organizations leveraging large language models.
- Up to 2.3 petaflops of compute power.
- Supports six data types for flexible optimization.
- First to enable scale-out distributed inference.
features
Key Features of Inf2 Instances
Inf2 instances are engineered with advanced technology to provide substantial performance improvements and support a range of data types. This makes them ideal for businesses looking to enhance their AI capabilities.
- Configurable FP8 support for reduced memory footprint.
- Automatic casting to ensure optimal accuracy and performance.
- Energy-efficient design for improved cost-per-watt.
use_cases
Real-World Applications
Leading enterprises, including well-known names like ByteDance and Deutsche Telekom, are leveraging Inf2 instances to drive innovation in AI and deep learning. These instances are proving invaluable across various use cases.
- Generative AI applications for enhanced creativity.
- Deep learning model deployments with vast parameter handling.
- AI-driven analytics for improved business decision-making.
Frequently Asked Questions
How do AWS Inferentia2 Instances compare to previous generations?
Inf2 instances offer significantly improved performance metrics, including up to 4x higher throughput and up to 10x lower latency compared to the original Inf1 instances.
What types of organizations can benefit from Inf2 instances?
A wide range of organizations, from startups to large enterprises, can benefit from Inf2 instances, particularly those focusing on AI innovation and large-scale model deployments.
Are there any notable success stories using AWS Inferentia2?
Yes, notable companies like ByteDance have reported up to a 50% cost reduction when deploying Inf2 instances compared to similar EC2 offerings, demonstrating substantial economic benefits.