Update README.md

README.md

@@ -10,11 +10,13 @@ DocsGPT-7B is a decoder-style transformer that is fine-tuned specifically for pr
 
 ## Model Description
 
-    Architecture: Decoder-style Transformer
-    Language: English
-    Training data: Fine-tuned on approximately 1000 high-quality examples of documentation answering workflows.
-    Base model: Fine-tuned version of MPT-7B, which is pretrained from scratch on 1T tokens of English text and code.
-    License: Apache 2.0
+Architecture: Decoder-style Transformer
+
+Training data: Fine-tuned on approximately 1000 high-quality examples of documentation answering workflows.
+
+Base model: Fine-tuned version of [MPT-7B](https://huggingface.co/mosaicml/mpt-7b), which is pretrained from scratch on 1T tokens of English text and code.
+
+License: Apache 2.0
 
 ## Features
 
@@ -30,7 +32,7 @@ This model is best used with the MosaicML [llm-foundry repository](https://githu
 ```python
 import transformers
 model = transformers.AutoModelForCausalLM.from_pretrained(
-  'mosaicml/mpt-7b',
+  'Arc53/DocsGPT-7B',
   trust_remote_code=True
 )
 ```