Update README.md

README.md

@@ -15,4 +15,31 @@ USER: {user_message2}
 ASSISTANT: {assistant_message2}<|endoftext|>
 USER: {user_message3}
 ASSISTANT: {assistant_message3}<|endoftext|>
+```
+
+## Tutorial
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import torch
+
+tokenizer = AutoTokenizer.from_pretrained("sudy-super/baku-10b-chat-v2")
+model = AutoModelForCausalLM.from_pretrained("sudy-super/baku-10b-chat-v2", device_map="auto", torch_dtype=torch.bfloat16)
+
+raw_prompt = "仕事の熱意を取り戻すためのアイデアを5つ挙げてください。"
+prompt = f"USER:{raw_prompt}\nASSISTANT:"
+
+token_ids = tokenizer.encode(prompt, add_special_tokens=False, return_tensors="pt")
+with torch.no_grad():
+    output_ids = model.generate(
+        token_ids.to(model.device),
+        max_new_tokens=100,
+        do_sample=True,
+        temperature=0.8,
+        pad_token_id=tokenizer.pad_token_id,
+        bos_token_id=tokenizer.bos_token_id,
+        eos_token_id=tokenizer.eos_token_id
+    )
+
+result = tokenizer.decode(output_ids.tolist()[0])
+print(result)
 ```