Code generation using Code Llama 70B and Mixtral 8x7B on Amazon SageMaker

This article discusses how to use Code Llama 70B and Mixtral 8x7B foundation models for code generation tasks on Amazon SageMaker.

Specifically, the article covers:

• What are Code Llama 70B and Mixtral 8x7B and their key features/capabilities
• How to deploy these models on SageMaker using SageMaker JumpStart
• Code generation scenarios and examples using these models, such as generating transformer models for NLP, reinforcement learning agents, distributed training scripts, hyperparameter tuning scripts, cross-language code transformation, and AWS CDK scripts
• Conclusion highlighting the benefits of using these models on SageMaker for accelerating code development workflows