[mpact][compiler] format readme (#40)
diff --git a/README.md b/README.md
index 59e92ab..e824e1c 100644
--- a/README.md
+++ b/README.md
@@ -3,9 +3,9 @@
## Introduction
The MPACT project's main objective is to dramatically reduce the effort
-required to create highly optimizing HPC and ML compilers for a large class
-of architectures using LLVM and MLIR. We do this by providing a
-declarative language-based mechanism for collecting and expressing
+required to create highly optimizing HPC and ML compilers for a large
+class of architectures using LLVM and MLIR. We do this by providing
+a declarative language-based mechanism for collecting and expressing
critical aspects of a target architecture in a way that can be reasoned
about and leveraged by all passes in both MLIR and LLVM.
@@ -37,7 +37,7 @@
The following commands initialize a virtual environment under bash/sh/etc. For other shells, see Note 1, [below](README.md#notes).
```shell
-python3.11 -m venv mpact_venv # one time set up
+python3.11 -m venv mpact_venv # one time set up
source mpact_venv/bin/activate # MUST BE REPEATED FOR EVERY SESSION
```
