Update README.md

README.md

@@ -1 +1,18 @@
-This is a collection of scripts that showcase minimal examples of distributed programming.
+---
+license: mit
+language:
+- en
+pretty_name: minimal-distribution
+---
+This is a collection of scripts that showcase minimal examples of distributed programming.
+
+To run an example on HF's infra use the following:
+```
+hf jobs run --detach --flavor l4x4 ghcr.io/astral-sh/uv:debian /bin/bash -c \
+  "uv venv .venv --python 3.12 && \
+  source .venv/bin/activate && \
+  uv pip install --upgrade torch numpy && \
+  wget https://huggingface.co/datasets/ariG23498/distributed/raw/main/<SCRIPT_NAME> && \
+  torchrun --nproc-per-node=4 <SCRIPT_NAME>"
+```
+Rememeber to replace the `<SCRIPT_NAME>` with the script that you want to run.