Update README.md

README.md

@@ -49,9 +49,11 @@ Transformers version 4.33.0 is required.
 
 Due to the huge size of the model, the GPTQ has been sharded. This will break compatibility with AutoGPTQ, and therefore any clients/libraries that use AutoGPTQ directly.
 
-But they work great direct from Transformers!
+But they work great loaded directly through Transformers - and can be served using Text Generation Inference!
 
-Currently these GPTQs are tested to work with:
+## Compatibility
+
+Currently these GPTQs are known to work with:
 - Transformers 4.33.0
 - [Text Generation Inference (TGI)](https://github.com/huggingface/text-generation-inference) version 1.0.4
   - Docker container: `ghcr.io/huggingface/text-generation-inference:latest` 
@@ -72,7 +74,6 @@ Currently these GPTQs are tested to work with:
 ```
 User: {prompt}
 Assistant:
-
 ```
 
 <!-- prompt-template end -->