Update README.md

README.md

@@ -4,33 +4,16 @@ Model Library goal is to provide facilities necessary for:
 - testing accuracy of AI models on data representative of their envisioned task
 - aiding comparison of and experiments on various available AI architectures
 
-## Ampere-optimized framework setup
-
-Visit https://solutions.amperecomputing.com/solutions/ampere-ai to obtain the latest available Docker image for your framework of choice.
-
-Go to Downloads section and click on EULA and Docker Image, then after accepting EULA and obtaining your unique download URL:
-
-```bash
-apt update && apt install docker.io
-apt-get update && apt-get install wget
-wget -O ampere_framework.tar.gz “<your_unique_url>”
-docker load < ampere_framework.tar.gz
-```
-
-When the docker load completes you will see the name of the image. Please supply it under AML setup as ampere_framework_image. 
+## AML setup
 
-You can also check available images on the system by running:
+Visit [our dockerhub](https://hub.docker.com/u/amperecomputingai) for our frameworks selection.
 
-```bash
-docker image ls -a
-```
-
-## AML setup
 
 ```bash
+apt update && apt install -y docker.io git
 git clone --recursive https://github.com/AmpereComputingAI/ampere_model_library.git
 cd ampere_model_library
-docker run --privileged=true --name ampere_framework -v $PWD/:/aml -it ampere_framework_image
+docker run --privileged=true -v $PWD/:/aml -it amperecomputingai/pytorch:latest  # we also offer onnxruntime and tensorflow
 ```
 
 Now you should be inside the docker, to setup AML please run: