Update README.md

README.md

@@ -15,7 +15,7 @@ tags:
 
 ProtGPT3-10B is a single-sequence autoregressive protein language model for protein sequence generation. It is the largest model in the [ProtGPT3 family](https://huggingface.co/collections/AI4PD/protgpt3-family), an open-source suite of promptable and aligned protein language models ranging from 112M to 10B parameters. ProtGPT3 models use a causal Mixtral-style Mixture-of-Experts architecture and are trained for causal language modeling on protein sequences.
 
-For more info and guidance how to generate sequences with ProtGPT3-10B check out the extensive description provided in [ProtGPT3-1.3B](https://huggingface.co/AI4PD/ProtGPT3-1.3B), just replacing the model name (i.e., `model_name=AI4PD/ProtGPT3-10B`). 
+For more info and guidance on how to generate sequences with ProtGPT3-10B check out the extensive description provided in [ProtGPT3-1.3B](https://huggingface.co/AI4PD/ProtGPT3-1.3B), just replacing the model name (i.e., `model_name=AI4PD/ProtGPT3-10B`). 
 
 Also consider using the [ProtGPT3-10B-dpo](https://huggingface.co/AI4PD/ProtGPT3-10B-dpo) version for an equivalent model size, but with improved sequence generation.
 
@@ -43,8 +43,7 @@ ProtGPT3-1OB learns from public protein sequence datasets and may reproduce bias
 ```
 
 ## More Information
-
+For guidance on how to generate sequences with ProtGPT3-10B check out the extensive description provided in [ProtGPT3-1.3B](https://huggingface.co/AI4PD/ProtGPT3-1.3B). 
 All models and code are released through the Hugging Face ecosystem and accompanying code repository.
-For guidance how to generate sequences with ProtGPT3-10B check out the extensive description provided in [ProtGPT3-1.3B](https://huggingface.co/AI4PD/ProtGPT3-1.3B).