diff --git a/configs/llama/README.md b/configs/llama/README.md
index 59fdd4af3..48f5ae0d8 100644
--- a/configs/llama/README.md
+++ b/configs/llama/README.md
@@ -1,9 +1,23 @@
-# Llama
-These configs contain the architecture settings required to run inference/training/finetuning on the [Llama](https://huggingface.co/docs/transformers/main/model_doc/llama) model suite.
+# LLaMA
 
-Llama finetuning  can be launched with
+## Training and Finetuning
+
+These configs contain the architecture settings required to run inference/training/finetuning on the [LLaMA](https://huggingface.co/docs/transformers/main/model_doc/llama) model suite.
+
+LLaMA finetuning  can be launched with
 ```sh
-python ./deepy.py ./train.py ./configs/llama/7B.yml ./configs/llama/train_config.yml ./configs/local_setup.yml
+python ./deepy.py ./train.py -d configs llama/7B.yml llama/train_config.yml local_setup.yml
 ```
 
-If training from scratch, set `finetune=False` in `./configs/llama/train_config.yml`
+If training from scratch, set `finetune=False` in `./configs/llama/train_config.yml`.
+
+
+## Inference
+
+
+LLaMA generation can be launched with
+```sh
+python ./deepy.py ./generate.py -d configs  \
+  llama/7B.yml llama/train_config.yml local_setup.yml text_generation.yml \
+  -i input_prompt.txt -o prompt_out.txt
+```