Update README.md

README.md

@@ -1,4 +1,49 @@
 ---
 license: apache-2.0
 ---
-llama-3-Korean-Bllossom-8B를 Foundation으로 KorQuad Chat Full Fine Tuning Version 입니다.
+llama-3-Korean-Bllossom-8B를 Foundation으로 KorQuad Chat Full Fine Tuning Version 입니다.
+
+*Python Code
+import transformers
+import torch
+
+model_id = "MLP-KTLim/llama-3-Korean-Bllossom-8B"
+
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model_id,
+    model_kwargs={"torch_dtype": torch.bfloat16},
+    device_map="auto",
+)
+
+pipeline.model.eval()
+
+PROMPT = '''You are a helpful AI assistant. Please answer the user's questions kindly. 당신은 유능한 AI 어시스턴트 입니다. 사용자의 질문에 대해 친절하게 답변해주세요.'''
+instruction = "서울의 유명한 관광 코스를 만들어줄래?"
+
+messages = [
+    {"role": "system", "content": f"{PROMPT}"},
+    {"role": "user", "content": f"{instruction}"}
+    ]
+
+prompt = pipeline.tokenizer.apply_chat_template(
+        messages, 
+        tokenize=False, 
+        add_generation_prompt=True
+)
+
+terminators = [
+    pipeline.tokenizer.eos_token_id,
+    pipeline.tokenizer.convert_tokens_to_ids("<|eot_id|>")
+]
+
+outputs = pipeline(
+    prompt,
+    max_new_tokens=2048,
+    eos_token_id=terminators,
+    do_sample=True,
+    temperature=0.6,
+    top_p=0.9
+)
+
+print(outputs[0]["generated_text"][len(prompt):])