Update README.md

README.md

@@ -12,7 +12,7 @@ formatted_prompt =  f"<|im_start|>user\n{prompt}<|im_end|>\n<|im_start|>assistan
 
 model = TextGeneration(model="hf:nm-testing/TinyLlama-1.1B-Chat-v0.4-pruned50-quant")
 print(model(formatted_prompt, max_new_tokens=300).generations[0].text)
-```
+
 """
 Banana bread is a delicious and healthy recipe that is easy to make. Here is a recipe for banana bread:
 
@@ -45,6 +45,7 @@ Step 4: Pour the batter into the prepared pan.
 Step 5 
 """
 ```
+```python
 from deepsparse import TextGeneration
 
 prompt = "How to get in a good university?"
@@ -52,7 +53,7 @@ formatted_prompt =  f"<|im_start|>user\n{prompt}<|im_end|>\n<|im_start|>assistan
 
 model = TextGeneration(model="hf:nm-testing/TinyLlama-1.1B-Chat-v0.4-pruned50-quant")
 print(model(formatted_prompt, max_new_tokens=200).generations[0].text)
-```
+
 """
 There are several factors to consider when choosing a university:
 
@@ -65,9 +66,10 @@ There are several factors to consider when choosing a university:
 
 It's important to consider the location, faculty, and amenities when choosing a university. It's also important to research the job market and the salaries for jobs in the university. It's also important to research the job market and the
 """
+```
 ## One-shot and Export
 
-```
+```bash
 git clone https://github.com/neuralmagic/sparseml
 pip install -e "sparseml[transformers]" "torch<2"
 cd sparseml