Update README.md

README.md

@@ -15,6 +15,7 @@ base_model:
 - sarvamai/sarvam-1
 pipeline_tag: sentence-similarity
 ---
+
 # WordLLama - Indic
 
 Inspired by WordLLama, trained using word embeddings of Saravam-1 models that supports most
@@ -27,10 +28,10 @@ Weights and tokenizer is dereived from sarvam-1,  For license terms refer to htt
 ## How to use.
 
 Install fork of WordLlama,
-`pip install -e wordllama @ git+https://github.com/tinisoft/WordLlama.git`
+```pip install -e wordllama @ git+https://github.com/tinisoft/WordLlama.git```
 
 Download the weights and tokenizer,
-`git clone https://huggingface.co/tinisoft/wordllama-indic && cd wordllama-indic`
+```git clone https://huggingface.co/tinisoft/wordllama-indic && cd wordllama-indic```
 
 Code can be used like this,
 ```
@@ -90,7 +91,4 @@ candidates = [
 ]
 ranked_docs = wl.rank(query, candidates)
 print(ranked_docs)
-```
-
-
-## Run code like this
+```