InfoCapability
Modular MAX GPU Preview: Throughput Benchmarks on ShareGPTv3 & Sonnet
AI Impact Summary
Modular’s MAX GPU platform is undergoing a preview release with initial throughput benchmarks on ShareGPTv3 and Sonnet datasets. The 24.6 release focuses on asynchronous workloads with a2-ultragpu-g1 GCP instance equipped with an A100-80GB SXM, highlighting a key performance metric of throughput. The benchmarks reveal a significant impact of concurrent request limits, particularly on the ShareGPTv3 workload, and demonstrate the potential benefits of PagedAttention support, which is slated for future release.
Modular MAX GPU Preview: Throughput Benchmarks on ShareGPTv3 & Sonnet
Affected Systems
MAX GPU
Business Impact
The initial MAX GPU performance results provide a baseline for evaluating the platform's throughput capabilities and inform future optimizations and feature development.
- Date
- Date not specified
- Change type
- capability
- Severity
- info