Update README.md

README.md

@@ -21,6 +21,7 @@ I have made modifications to make it compatible with qwen1.5.
 This model is converted with https://github.com/Minami-su/character_AI_open/blob/main/llamafy_qwen_v2.py
 
 Usage:
+
 ```python
 from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer
 tokenizer = AutoTokenizer.from_pretrained("Minami-su/Qwen1.5-0.5B-Chat_llamafy")
@@ -33,6 +34,7 @@ messages = [
 inputs = tokenizer.apply_chat_template(messages, tokenize=True, add_generation_prompt=True, return_tensors="pt")
 inputs = inputs.to("cuda")
 generate_ids = model.generate(inputs,max_length=2048, streamer=streamer)
+
 ```
 
 
@@ -41,7 +43,7 @@ generate_ids = model.generate(inputs,max_length=2048, streamer=streamer)
 
 
 load in 4bit
-
+```
 hf-causal (pretrained=Qwen1.5-0.5B-Chat), limit: None, provide_description: False, num_fewshot: 0, batch_size: 32
 |    Task     |Version| Metric |Value |   |Stderr|
 |-------------|------:|--------|-----:|---|-----:|
@@ -51,10 +53,10 @@ hf-causal (pretrained=Qwen1.5-0.5B-Chat), limit: None, provide_description: Fals
 |             |       |mc2     |0.4322|±  |0.0151|
 |winogrande   |      0|acc     |0.5564|±  |0.0140|
 
-
+```
 
 load in 4bit
-
+```
 hf-causal (pretrained=Qwen1.5-0.5B-Chat_llamafy), limit: None, provide_description: False, num_fewshot: 0, batch_size: 32
 |    Task     |Version| Metric |Value |   |Stderr|
 |-------------|------:|--------|-----:|---|-----:|
@@ -63,5 +65,5 @@ hf-causal (pretrained=Qwen1.5-0.5B-Chat_llamafy), limit: None, provide_descripti
 |truthfulqa_mc|      1|mc1     |0.2534|±  |0.0152|
 |             |       |mc2     |0.4322|±  |0.0151|
 |winogrande   |      0|acc     |0.5556|±  |0.0140|
-
+```