Update README.md

README.md

@@ -8,12 +8,12 @@ Benchmark results are in progress.
 I will upload it at a later date.
 
 
-sample code
-'''
+### sample code
+```
 pip install auto-gptq
-'''
+```
 
-'''
+```
 from transformers import AutoTokenizer
 from auto_gptq import AutoGPTQForCausalLM
 
@@ -34,7 +34,7 @@ prompt_template = f"### Instruction: {prompt}\n### Response:"
 tokens = tokenizer(prompt_template, return_tensors="pt").to("cuda:0").input_ids
 output = model.generate(input_ids=tokens, max_new_tokens=100, do_sample=True, temperature=0.8)
 print(tokenizer.decode(output[0]))
-'''
+```
 
-See Also
+### See Also  
 https://github.com/PanQiWei/AutoGPTQ/blob/main/docs/tutorial/01-Quick-Start.md