Drbrain0620 commited on
Commit
c7fccff
·
verified ·
1 Parent(s): 106bcb9

Update main.py

Browse files
Files changed (1) hide show
  1. main.py +17 -0
main.py CHANGED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from transformers import AutoModelForCausalLM, AutoTokenizer
2
+ import torch
3
+
4
+ # 무료 모델 선택 (Mistral 7B)
5
+ model_name = "mistralai/Mistral-7B-Instruct-v0.1"
6
+
7
+ # 토크나이저 및 모델 불러오기
8
+ tokenizer = AutoTokenizer.from_pretrained(model_name)
9
+ model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.float16, device_map="auto")
10
+
11
+ def chat(user_input):
12
+ inputs = tokenizer(user_input, return_tensors="pt").to("cuda" if torch.cuda.is_available() else "cpu")
13
+ outputs = model.generate(**inputs, max_length=200)
14
+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
15
+
16
+ # 테스트 실행
17
+ print(chat("Hello, how are you?"))