AI BriefingAWS Inferentia2 Optimization Support
Key point
Hugging Face now supports AWS Inferentia2 optimization, improving inference performance and cost efficiency for Transformers models.
Details
Through a partnership between Hugging Face and AWS, Transformers models can now run optimized on AWS Inferentia2.
AWS Inferentia2 delivers 4x higher throughput and 10x lower latency compared to the previous generation. Amazon EC2 Inf2 instances achieve up to 2.6x higher throughput, 8.1x lower latency, and 50% better performance per watt compared to NVIDIA G5 instances.
With optimum-neuron, models can be compiled for Inferentia2 with just a single line of code, without the need for complex modifications or splitting of the model. In addition, large instances such as inf2.48xlarge enable efficient deployment of large-scale models like GPT-3 or BLOOM.
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