fix typos in README (#7)

* fix typos and remove private URL's

* revert silly changes

* missed one

* Neural Magic not Neuralmagic

* PR feedback

---------

Co-authored-by: andy-neuma <andy@neuralmagic.com>

README.md

@@ -2,11 +2,16 @@
 
 
 ## Overview
-The `nm-vllm` packages published in this repository are Neuralmagic Enterprise Edition of [vLLM](https://github.com/vllm-project/vllm). Packages are versioned Python wheels and docker images. These are released as "production level" official releases and "beta level" nightly releases.
+The `nm-vllm` packages published in this repository are Neural Magic Enterprise Editions of [vLLM](https://github.com/vllm-project/vllm). Packages are versioned Python wheels and Docker images. These are released as "production level" official releases and "beta level" nightly releases.
 
-Official releases are made at the discretion of Neuralmagic, but typically track with `vllm` releases. These wheels are available via the official PyPI as well as [Neuralmagic's PyPI](https://pypi.neuralmagic.com).
+Official releases are made at the discretion of Neural Magic, but typically track with `vllm` releases. These wheels are available via the official PyPI as well as [Neural Magic's PyPI](https://pypi.neuralmagic.com).
 
-Nightly builds are released every night given green runs in automation. The wheels are available at [Neuralmagic's PyPI](https://pypi.neuralmagic.com).
+Nightly builds are released every night given green runs in automation. The wheels are available at [Neural Magic's PyPI](https://pypi.neuralmagic.com).
+
+
+## Benchmarks
+
+Please see how we are doing with our benchmark results [here]( https://neuralmagic.github.io/nm-vllm-certs/dev/bench/).
 
 
 ## Installation
@@ -38,13 +43,8 @@ docker run --gpus all --shm-size 2g ghcr.io/neuralmagic/nm-vllm-ent:latest --mod
 ```
 
 
-## Benchmarks
-
-Please see our benchmark results [here]( https://neuralmagic.github.io/nm-vllm-certs/dev/bench/).
-
-
 ## Models
 
-Neuralmagic maintains a variety of optimized models on our Hugging Face organization profiles:
+Neural Magic maintains a variety of optimized models on our Hugging Face organization profiles:
 - [neuralmagic](https://huggingface.co/neuralmagic)
 - [nm-testing](https://huggingface.co/nm-testing)