Update README.md

README.md

@@ -25,6 +25,7 @@ For more details about the model, data, training procedure, and evaluations, go
 
 Sample inference script.
 
+###Installation
 ```
 #Install Unsloth
 %%capture
@@ -39,8 +40,10 @@ else:
     # Use this for older GPUs (V100, Tesla T4, RTX 20xx)
     !pip install --no-deps xformers trl peft accelerate bitsandbytes
 pass
+```
 
-
+###Model loading
+```
 from unsloth import FastLanguageModel
 import torch
 max_seq_length = 2048 
@@ -64,7 +67,9 @@ alpaca_prompt = """Below is an instruction that describes a task, paired with an
 
 ### Response:
 {}"""
-
+```
+###Inference
+```
 FastLanguageModel.for_inference(model) 
 inputs = tokenizer(
 [