Getting Started with Transformers on Habana Gaudi

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Get started with Transformers on Habana Gaudi accelerators on AWS for better price performance in training machine learning models

intermediate Published 26 Apr 2022
Action Steps
  1. Launch an Amazon EC2 DL1 instance with the Habana Deep Learning Amazon Machine Image (AMI)
  2. Install the Habana SynapseAI SDK and required tools
  3. Fine-tune a pre-trained Transformer model, such as BERT, for text classification on Habana Gaudi
  4. Use the provided code as a starting point for your own projects
Who Needs to Know This

Data scientists and machine learning engineers can benefit from using Habana Gaudi accelerators to speed up their model training, while developers can use the provided code to integrate Habana Gaudi into their projects

Key Insight

💡 Habana Gaudi accelerators deliver up to 40% better price performance for training machine learning models compared to the latest GPU-based Amazon EC2 instances

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🚀 Train Transformers faster and cheaper with Habana Gaudi accelerators on AWS!
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