Update README.md

README.md

@@ -78,11 +78,13 @@ achieve competitive results on 17 benchmarks.
 
 ## 🏭 Inference
 
-### Load from 🤗 (Recommended) 
-See the [example script](https://github.com/FreedomIntelligence/ALLaVA/blob/main/allava/serve/huggingface_inference.py).
+All models can be loaded from 🤗 with `.from_pretrained()`.
+Check out the [example scripts](https://github.com/FreedomIntelligence/ALLaVA/tree/main/allava/serve) and make sure you have the same outputs as shown in the scripts.
+<!-- ### Load from 🤗 (Recommended) 
+See the [example script](https://github.com/FreedomIntelligence/ALLaVA/blob/main/allava/serve/huggingface_inference.py). -->
 
-### CLI
-See [here](https://github.com/FreedomIntelligence/ALLaVA/tree/main?tab=readme-ov-file#cli) for CLI code snippet.
+<!-- ### CLI
+See [here](https://github.com/FreedomIntelligence/ALLaVA/tree/main?tab=readme-ov-file#cli) for CLI code snippet. -->