Update MII Example (deepspeedai#798)

Author: mrwyattii

README.md

@@ -8,7 +8,8 @@ This folder contains end-to-end applications that use DeepSpeed to train and use
 There are several training and finetuning examples so please see the individual folders for specific instructions.
 
 ## 3. Inference
-The DeepSpeed Huggingface inference [README](./inference/huggingface/README.md) explains how to get started with running DeepSpeed Huggingface inference examples.
+- The DeepSpeed-MII inference [README](./inference/mii/README.md) explains how to get started with running model inference with [DeepSpeed-MII](https://github.com/Microsoft/DeepSpeed-MII) and [DeepSpeed-FastGen](https://github.com/microsoft/DeepSpeed/tree/master/blogs/deepspeed-fastgen).
+- The DeepSpeed Huggingface inference [README](./inference/huggingface/README.md) explains how to get started with running DeepSpeed Huggingface inference examples.
 
 ## 4. Compression
 Model compression examples.

inference/mii/README.md

@@ -1,3 +1,5 @@
 # DeepSpeed MII Examples
 
+Install the requirements by running `pip install -r requirements.txt`.
+
 Once [DeepSpeed-MII](https://github.com/microsoft/deepspeed-mii) is installed you have two options for deployment: an interactive non-persistent pipeline or a persistent serving deployment. For details on these files please refer to the [Getting Started guide for MII](https://github.com/microsoft/deepspeed-mii#getting-started-with-mii).

inference/mii/requirements.txt

@@ -0,0 +1 @@
+mii>=0.1.0