GPT-J is also a generative pre-trained (GPT) language model. In terms of its architecture, it’s comparable to Open AI’s GPT-3. You can find how GPT-J run on AWS and how it is leveraged by a customer on this article - https://aws.amazon.com/blogs/machine-learning/how-mantium-achieves-low-latency-gpt-j-inference-with-deepspeed-on-amazon-sagemaker/.
You can build your own GPT solution on Amazon SageMaker. The benefits of that are:
- Better cost control
- Your data doesn't leave your AWS account
- You can train and finetune the model to fit your needs.
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