docs: update TGI container

docs/source/containers.mdx

@@ -10,20 +10,20 @@ an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express o
 specific language governing permissions and limitations under the License.
 -->
 
-# Optimum Neuron Container 
+# Optimum Neuron Container
 
 We provide pre-built Optimum Neuron containers for Amazon SageMaker. These containers come with all of the Hugging Face libraries and dependencies pre-installed, so you can start using them right away.
 We have containers for training and inference, and optimized text generation containers with TGI. The table is up to date and only includes the latest versions of each container. You can find older versions in the [Deep Learning Container Release Notes](https://github.com/aws/deep-learning-containers/releases?q=hf-neuronx&expanded=true)
 
-We recommend using the `sagemaker` Python SDK to retrieve the image URI for the container you want to use. 
+We recommend using the `sagemaker` Python SDK to retrieve the image URI for the container you want to use.
 
 ## Available Optimum Neuron Containers
 
 | Type                       | Optimum Version | Image URI                                   |
 |-----------------------------|-----------------|---------------------------------------------|
 | Training  | 0.0.13           | `763104351884.dkr.ecr.us-west-2.amazonaws.com/huggingface-pytorch-training-neuronx:1.13.1-neuronx-py310-sdk2.15.0-ubuntu20.04`   |
 | Inference      | 0.0.13           | `763104351884.dkr.ecr.us-west-2.amazonaws.com/huggingface-pytorch-inference-neuronx:1.13.1-neuronx-py310-sdk2.15.0-ubuntu20.04`      |
-| Text Generation Inference        | 0.0.17           | `763104351884.dkr.ecr.us-west-2.amazonaws.com/huggingface-pytorch-tgi-inference:1.13.1-optimum0.0.17-neuronx-py310-ubuntu22.04`        |
+| Text Generation Inference        | 0.0.20           | `763104351884.dkr.ecr.us-west-2.amazonaws.com/huggingface-pytorch-tgi-inference:1.13.1-optimum0.0.20-neuronx-py310-ubuntu22.04`        |
 
 
-Please replace `763104351884` with the correct [AWS account ID](https://github.com/aws/sagemaker-python-sdk/blob/master/src/sagemaker/image_uri_config/huggingface-neuronx.json) and `region` with the AWS region you are working in. 
+Please replace `763104351884` with the correct [AWS account ID](https://github.com/aws/sagemaker-python-sdk/blob/master/src/sagemaker/image_uri_config/huggingface-neuronx.json) and `region` with the AWS region you are working in.