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1import transformers
2import torch
3
4
5model_id = "WiroAI/WiroAI-Finance-Qwen-7B"
6
7pipeline = transformers.pipeline(
8 "text-generation",
9 model=model_id,
10 model_kwargs={"torch_dtype": torch.bfloat16},
11 device_map="auto",
12)
13
14pipeline.model.eval()
15
16messages = [
17 {"role": "system", "content": "You are a finance chatbot developed by Wiro AI"},
18 {"role": "user", "content": "How can central banks balance the trade-off between controlling inflation and maintaining economic growth, especially in an environment of high public debt and geopolitical uncertainty?"
19 },
20]
21
22terminators = [
23 pipeline.tokenizer.eos_token_id,
24 pipeline.tokenizer.convert_tokens_to_ids("<｜end▁of▁sentence｜>")
25]
26
27outputs = pipeline(
28 messages,
29 max_new_tokens=512,
30 eos_token_id=terminators,
31 do_sample=True,
32 temperature=0.9,
33)
34
35print(outputs[0]["generated_text"][-1]['content'])1Central banks face a challenging task in balancing the trade-off between controlling inflation and maintaining economic growth, especially in an environment of high public debt and geopolitical uncertainty. To address this, central banks can implement several strategies:
21. Implementing monetary policy tools: Central banks can use interest rate adjustments, open market operations, and liquidity management to control inflation and manage the economy's growth. For instance, by raising interest rates, they can slow down economic activity and reduce inflationary pressures.
32. Encouraging fiscal prudence: Central banks should collaborate with governments to ensure fiscal sustainability. This involves encouraging fiscal reforms, reducing excessive public debt, and preventing excessive government spending.
43. Promoting financial inclusion: By addressing issues of financial exclusion and enhancing access to financial services, central banks can help reduce poverty and stimulate economic growth.
54. Building resilient financial systems: Central banks should strengthen the stability of financial markets by regulating financial institutions, ensuring the availability and liquidity of credit, and preventing financial crises.
65. Engaging in international cooperation: Central banks should work closely with other countries to address global economic challenges, such as geopolitical tensions and trade disputes, and support international agreements that promote economic stability.
76. Communicating effectively: Central banks should maintain open and transparent communication with the public, providing regular updates on monetary policy decisions and their implications for inflation and economic growth.
8By implementing these strategies, central banks can strive to balance the trade-off between controlling inflation and promoting economic growth, even in the face of high public debt and geopolitical uncertainty.1@article{WiroAI,
2 title={WiroAI/WiroAI-Finance-Qwen-7B},
3 author={Abdullah Bezir, Furkan Burhan Türkay, Cengiz Asmazoğlu},
4 year={2025},
5 url={https://huggingface.co/WiroAI/WiroAI-Finance-Qwen-7B}
6}