| quickstart | The "Hello World" of using Llama 3, start here if you are new to using Llama 3 | 
| multilingual | Scripts to add a new language to Llama | 
| finetuning | Scripts to finetune Llama 3 on single-GPU and multi-GPU setups | 
| inference | Scripts to deploy Llama 3 for inference locally, on mobile Android and using model servers | 
| use_cases | Scripts showing common applications of Llama 3 | 
| responsible_ai | Scripts to use PurpleLlama for safeguarding model outputs | 
| llama_api_providers | Scripts to run inference on Llama via hosted endpoints | 
| benchmarks | Scripts to benchmark Llama 3 models inference on various backends | 
| code_llama | Scripts to run inference with the Code Llama models | 
| evaluation | Scripts to evaluate fine-tuned Llama 3 models using lm-evaluation-harnessfromEleutherAI |