Update readme

README.md

@@ -9,7 +9,26 @@ pinned: false
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
-```shell
-conda activate model-eval-be
+## Setup Environment
+
+```bash
+python3 -m env model_be
+source model_be/bin/activate
 pip install -r requirements.txt
-```
+```
+
+## Secret Variables
+
+- FastAPI uses "AUTH_UUID" as an environment variable to authenticate. Add this variable to your .env file on development mode (local deployment). 
+- If Huggingface space is used, set AUTH_UUID as a secret. (Set the same secret value in metunlp/backend)
+
+
+## Add New Task (Development)
+Under virtual environment lib/python3/site-packages/lm_eval/tasks , add your new task. Once you are certain that the task works, add the task to the github repository (which is specified in requirements.txt file)
+
+## Run Application (port: 8080)
+Change port or host on app.py if needed. 
+
+```bash
+python app.py
+```