This folder contains examples organized by topic:

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