Update README.md

README.md

@@ -15,6 +15,36 @@ base_model: meta-llama/Meta-Llama-3-8B-Instruct
 This model was fine-tuned on meta-llama/Meta-Llama-3-8B-Instruct for function calling and json mode.
 
 ## Usage
+### JSON Mode
+```python
+messages = [
+    {"role": "system", "content": "You are a helpful assistant, answer in JSON with key \"message\""},
+    {"role": "user", "content": "Who are you?"},
+]
+
+input_ids = tokenizer.apply_chat_template(
+    messages,
+    add_generation_prompt=True,
+    return_tensors="pt"
+).to(model.device)
+
+terminators = [
+    tokenizer.eos_token_id,
+    tokenizer.convert_tokens_to_ids("<|eot_id|>")
+]
+
+outputs = model.generate(
+    input_ids,
+    max_new_tokens=256,
+    eos_token_id=terminators,
+    do_sample=True,
+    temperature=0.6,
+    top_p=0.9,
+)
+response = outputs[0][input_ids.shape[-1]:]
+print(tokenizer.decode(response, skip_special_tokens=True))
+# >> {"message": "I am a helpful assistant, with access to a vast amount of information. I can help you with tasks such as answering questions, providing definitions, translating text, and more. Feel free to ask me anything!"}
+```
 
 ### Function Calling
 ```python
@@ -82,37 +112,6 @@ print(tokenizer.decode(response, skip_special_tokens=True))
 # >> The current temperature in Tokyo is 30 degrees Celsius.
 ```
 
-### JSON Mode
-```python
-messages = [
-    {"role": "system", "content": "You are a helpful assistant, answer in JSON with key \"message\""},
-    {"role": "user", "content": "Who are you?"},
-]
-
-input_ids = tokenizer.apply_chat_template(
-    messages,
-    add_generation_prompt=True,
-    return_tensors="pt"
-).to(model.device)
-
-terminators = [
-    tokenizer.eos_token_id,
-    tokenizer.convert_tokens_to_ids("<|eot_id|>")
-]
-
-outputs = model.generate(
-    input_ids,
-    max_new_tokens=256,
-    eos_token_id=terminators,
-    do_sample=True,
-    temperature=0.6,
-    top_p=0.9,
-)
-response = outputs[0][input_ids.shape[-1]:]
-print(tokenizer.decode(response, skip_special_tokens=True))
-# >> {"message": "I am a helpful assistant, with access to a vast amount of information. I can help you with tasks such as answering questions, providing definitions, translating text, and more. Feel free to ask me anything!"}
-```
-
 # Uploaded  model
 
 - **Developed by:** hiieu