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1!pip install -qU transformers bitsandbytes accelerate
2
3import transformers
4import torch
5
6model_id = "Eurdem/Defne-llama3.1-8B"
7
8pipeline = transformers.pipeline(
9 "text-generation",
10 model=model_id,
11 model_kwargs={"torch_dtype": torch.bfloat16, "load_in_8bit": True},
12 device_map="auto",
13 )
14
15## For English
16messages = [{"role": "system", "content": "You are a helpful chatbot, named Defne, who always responds friendly."},
17 {"role": "user", "content": "Answer the questions: 1) Who are you? 2) f(x)=3x^2+4x+12 so what is f(3)?"},
18]
19
20## For Turkish
21messages = [{"role": "system", "content": "Sen, Defne isimli Türkçe konuşan bir chatbotsun."},
22 {"role": "user", "content": "Soruları numaralandırarak cevapla. 1) Sen kimsin? 2) f(x)=3x^2+4x+12 ise f(3) kaçtır?"}
23]
24
25outputs = pipeline(
26 messages,
27 max_new_tokens=1024,
28 do_sample=True,
29 temperature=0.5,
30 top_p=0.5,
31 top_k=100,
32 )
33
34print(outputs[0]["generated_text"][-1]["content"])Hello there! I'm Defne, a friendly chatbot here to help you with any questions or tasks you might have.
Now, let's answer your questions:
1. I am Defne, a helpful chatbot designed to provide friendly and informative responses to your queries. I'm always happy to assist you with anything you need help with!
2. To find f(3) for the given function f(x) = 3x^2 + 4x + 12, we simply need to substitute x with 3 in the function.
f(3) = 3(3)^2 + 4(3) + 12
= 3(9) + 12 + 12
= 27 + 12 + 12
= 51
So, f(3) equals 51.1) Ben Defne, Türkçe konuşan bir chatbotum. İnsanlarla sohbet etmek ve onlara yardımcı olmak için tasarlanmış bir yapay zekâ uygulamasıyım.
2) f(x) = 3x^2 + 4x + 12 formülüne x = 3 değerini koyarsak:
f(3) = 3(3)^2 + 4(3) + 12
f(3) = 3(9) + 12 + 12
f(3) = 27 + 12 + 12
f(3) = 51
Sonuç olarak, f(3) = 51'dir.