From 50fb8205deb599656f9f518fbda6d24fa548ccb1 Mon Sep 17 00:00:00 2001
From: Vadim Peretokin <vperetokin@hey.com>
Date: Thu, 29 Dec 2022 14:46:23 +0100
Subject: [PATCH] Correct grammar in readme (#166)

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index cfaa27e..15bb1f5 100644
--- a/README.md
+++ b/README.md
@@ -52,7 +52,7 @@ Check out more tutorials:
 - Launching your own swarm: [tutorial](https://github.com/bigscience-workshop/petals/wiki/Launch-your-own-swarm)
 - Running a custom foundation model: [tutorial](https://github.com/bigscience-workshop/petals/wiki/Run-a-custom-model-with-Petals)
 
-## How it works?
+## How does it work?
 
 - Petals runs large language models like BLOOM-176B **collaboratively** — you load a small part of the model, then team up with people serving the other parts to run inference or fine-tuning.
 - Inference runs at ≈ 1 sec per step (token) — 10x faster than possible with offloading, enough for chatbots and other interactive apps. Parallel inference reaches hundreds of tokens/sec.