BCCard/gemma-2-27b-it-kor-BCGPT is a Korean and Financial knowledge model based on Google Gemma 2 27B.

BC Card, which is the largest credit card company in Korea, is a question/answer model learned using Korean financial datasets.

How to Use

import torch
from transformers import AutoTokenizer, AutoModelForCausalLM

model_id = "BCCard/gemma-2-27b-it-kor-BCGPT"

tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(
    model_id,
    torch_dtype=torch.bfloat16,
    low_cpu_mem_usage=True,
    device_map="auto",
)

model.eval()
instruction = "์„œ์šธ์˜ ์œ ๋ช…ํ•œ ๊ด€๊ด‘ ์ฝ”์Šค๋ฅผ ๋งŒ๋“ค์–ด์ค„๋ž˜?"

messages = [
    {"role": "user", "content": f"{instruction}"}
]

input_ids = tokenizer.apply_chat_template(
    messages,
    add_generation_prompt=True,
    return_tensors="pt"
).to(model.device)

terminators = [
    tokenizer.eos_token_id,
    tokenizer.convert_tokens_to_ids("<end_of_turn>")
]

outputs = model.generate(
    input_ids,
    max_new_tokens=4096,
    eos_token_id=terminators,
    do_sample=True,
    temperature=0.6,
    top_p=0.9,
)

print(tokenizer.decode(outputs[0][input_ids.shape[-1]:], skip_special_tokens=True))

Generated Text

## ์„œ์šธ์˜ ์œ ๋ช…ํ•œ ๊ด€๊ด‘ ์ฝ”์Šค ์ถ”์ฒœ:

**1. ์—ญ์‚ฌ์™€ ์ „ํ†ต์„ ๋งŒ๋ฝํ•˜๋Š” ์ฝ”์Šค:**

   - **๊ฒฝ๋ณต๊ถ - ๋ถ์ดŒ ํ•œ์˜ฅ๋งˆ์„ - ์ธ์‚ฌ๋™ - ์ต์„ ๋™:** ์„œ์šธ์˜ ์—ญ์‚ฌ์™€ ๋ฌธํ™”๋ฅผ ์ฒดํ—˜ํ•  ์ˆ˜ ์žˆ๋Š” ์ฝ”์Šค์ž…๋‹ˆ๋‹ค. ๊ฒฝ๋ณต๊ถ์—์„œ ์‹œ์ž‘ํ•˜์—ฌ ๋ถ์ดŒ ํ•œ์˜ฅ๋งˆ์„์˜ ์•„๋ฆ„๋‹ค์šด ์ „ํ†ต ๊ฐ€์˜ฅ์„ ๋‘˜๋Ÿฌ๋ณด๊ณ , ์ธ์‚ฌ๋™๊ณผ ์ต์„ ๋™์˜ ๋‹ค์–‘ํ•œ ์ „ํ†ต ๋ฌธํ™” ์ฒดํ—˜์„ ํ†ตํ•ด ํ•˜๋ฃจ๋ฅผ ๋งˆ๋ฌด๋ฆฌํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

**2. ์‡ผํ•‘๊ณผ ์—”ํ„ฐํ…Œ์ธ๋จผํŠธ๋ฅผ ์ฆ๊ธฐ๋Š” ์ฝ”์Šค:**

   - **๋ช…๋™ - ๋‚จ๋Œ€๋ฌธ ์‹œ์žฅ - ๋™๋Œ€๋ฌธ ๋””์ž์ธ ํ”Œ๋ผ์ž (DDP):** ๋ช…๋™์˜ ํ™”๋ คํ•œ ์‡ผํ•‘ ์ง€์—ญ์„ ๋‘˜๋Ÿฌ๋ณด๋ฉฐ ๋‹ค์–‘ํ•œ ์‡ผํ•‘๊ณผ ๋ฌธํ™” ์ฒดํ—˜์„ ์ฆ๊ธธ ์ˆ˜ ์žˆ๋Š” ์ฝ”์Šค์ž…๋‹ˆ๋‹ค.

**3. ๊ฐ•๋‚จ ์Šคํƒ€์ผ์„ ๋Š๋ผ๋Š” ์ฝ”์Šค:**

   - **๊ฐ•๋‚จ์—ญ - COEX๋ชฐ - ์‚ผ์„ฑ์—ญ - ๋กฏ๋ฐ์›”๋“œํƒ€์›Œ - ์ฝ”์—‘์Šค ์˜ค์…˜์Šค:** ์ด ์ฝ”์Šค๋Š” ๊ฐ•๋‚จ์˜ ๋Œ€ํ‘œ์ ์ธ ์žฅ์†Œ๋“ค์„ ๋ฐฉ๋ฌธํ•˜๋Š” ์Šคํƒ€์ผ๋ฆฌ์‰ฌํ•œ ์ผ์ผ ์—ฌํ–‰ ์ฝ”์Šค์ž…๋‹ˆ๋‹ค.

**4. ํ•œ๊ฐ•๊ณผ ํ•จ๊ป˜ ์ฆ๊ธฐ๋Š” ์ฝ”์Šค:**

   - **ํ•œ๊ฐ•๊ณต์› - ๋š์„ฌ ๋ง›์ง‘ ํƒ๋ฐฉ - ๋ฐ˜ํฌํ•œ๊ฐ•๊ณต์›:** ํ•œ๊ฐ•์„ ๋”ฐ๋ผ ์ฆ๊ธธ ์ˆ˜ ์žˆ๋Š” ๋‹ค์–‘ํ•œ ํ™œ๋™๊ณผ ํ•จ๊ป˜ ํ•œ๊ฐ•์„ ์ฆ๊ธฐ๋Š” ์ฝ”์Šค์ž…๋‹ˆ๋‹ค.

**5. ๋ง›์ง‘ ํˆฌ์–ด๋ฅผ ์ฆ๊ธฐ๋Š” ์ฝ”์Šค:**

   - **์ดํƒœ์› - ๋‚จ์‚ฐ - ํ™๋Œ€:** ๋‹ค์–‘ํ•œ ๋ง›์ง‘์„ ํƒ๋ฐฉํ•˜๋Š” ์ฝ”์Šค์ž…๋‹ˆ๋‹ค.

**6. ์—ญ์‚ฌ์™€ ์‡ผํ•‘์„ ์ฆ๊ธฐ๋Š” ์ฝ”์Šค:**

   - **์ธ์‚ฌ๋™ - ๋ถ์ดŒ ํ•œ์˜ฅ๋งˆ์„ - ๋•์ˆ˜๊ถ ๋Œ๋‹ด๊ธธ:** ์ „ํ†ต ๋ฌธํ™”์™€ ์‡ผํ•‘์„ ๋™์‹œ์— ์ฆ๊ธธ ์ˆ˜ ์žˆ๋Š” ์ฝ”์Šค์ž…๋‹ˆ๋‹ค.

**7. ์ „ํ†ต๊ณผ ํ˜„๋Œ€๋ฅผ ์œตํ•ฉํ•˜๋Š” ์ฝ”์Šค:**

   - **์ฝ”์—‘์Šค ์˜ค์…˜์Šค - ๋กฏ๋ฐ์›”๋“œ - ์„œ์šธ์ˆฒ:** ์„œ์šธ์˜ ๋‹ค์–‘ํ•œ ๋ฉด๋ชจ๋ฅผ ํ•œ๋ˆˆ์— ๋ณผ ์ˆ˜ ์žˆ๋Š” ์ฝ”์Šค์ž…๋‹ˆ๋‹ค.

   ์ด๋Ÿฌํ•œ ์ฝ”์Šค๋“ค์€ ๋ชจ๋‘ ์„œ์šธ์˜ ์ฃผ์š” ๊ด€๊ด‘์ง€์™€ ํ™œ๋™์„ ํฌํ•จํ•˜์—ฌ ๋‹ค์–‘ํ•œ ์ฒดํ—˜์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

Q&A

Q. ๋น„์”จ์นด๋“œ์— ๋Œ€ํ•ด์„œ ์•Œ๋ ค์ฃผ์„ธ์š”.
A. ๋น„์”จ์นด๋“œ๋Š” ๊ตญ๋‚ด ์€ํ–‰๋“ค์ด ๊ฒฐ์„ฑํ•œ ๊ตญ๋‚ด ์ตœ๋Œ€์˜ ์‹ ์šฉ์นด๋“œ ๊ฒฐ์ œ ๋„คํŠธ์›Œํฌ ํšŒ์‚ฌ์ž…๋‹ˆ๋‹ค. 1982๋…„ ์„ค๋ฆฝ๋œ ๋น„์”จ์นด๋“œ๋Š” ๋Œ€ํ•œ๋ฏผ๊ตญ์—์„œ ์ฒซ ๋ฒˆ์งธ๋กœ ๊ธˆ์œต๊ฒฐ์ œ์ˆ˜๋‹จ๋ฒ•์— ์˜ํ•ด ๊ธˆ์œต๊ฒฐ์ œ์—…์ž๋กœ ์ง€์ •๋œ ํšŒ์‚ฌ๋กœ, ์‹ ์šฉ์นด๋“œ ๊ฒฐ์ œ ๋„คํŠธ์›Œํฌ ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ๋น„์”จ์นด๋“œ๋Š” ๋‹ค์–‘ํ•œ ์‹ ์šฉ์นด๋“œ ์ƒํ’ˆ๊ณผ ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•˜๋ฉฐ, ํŠนํžˆ ์นด๋“œ ๊ฒฐ์ œ ์‹œ์Šคํ…œ์˜ ์šด์˜๊ณผ ๊ด€๋ จ๋œ ์ฒจ๋‹จ ๊ธฐ์ˆ ์„ ์‚ฌ์šฉํ•˜์—ฌ ๋น ๋ฅด๊ณ  ์•ˆ์ „ํ•œ ๊ฒฐ์ œ๋ฅผ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.

Q. ํŽ˜์ด๋ถ ๋จธ๋‹ˆ์— ๋Œ€ํ•œ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š”.
A. ํŽ˜์ด๋ถ ๋จธ๋‹ˆ๋Š” ํŽ˜์ด๋ถ ์•ฑ์—์„œ ์ œ๊ณตํ•˜๋Š” ๊ฐ€์ƒ ํ†ตํ™”๋กœ, ํŽ˜์ด๋ถ ์‚ฌ์šฉ์ž๋“ค์ด ํŽ˜์ด๋ถ ์•ฑ ๋‚ด์—์„œ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ํŽ˜์ด๋ถ ๋จธ๋‹ˆ ํฌ์ธํŠธ๋ฅผ ๋œปํ•ฉ๋‹ˆ๋‹ค. ํŽ˜์ด๋ถ ๋จธ๋‹ˆ๋Š” ์•ฑ ๋‚ด์—์„œ ํŽ˜์ด๋ถ ๋จธ๋‹ˆ๋กœ๋งŒ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ํ˜œํƒ์„ ์ œ๊ณตํ•˜๊ธฐ ์œ„ํ•ด ์‚ฌ์šฉ๋ฉ๋‹ˆ๋‹ค. ํŽ˜์ด๋ถ ๋จธ๋‹ˆ๋Š” ๋‹ค์–‘ํ•œ ๋ฐฉ์‹์œผ๋กœ ์•ฑ ๋‚ด์—์„œ ์ ๋ฆฝ๋˜๋ฉฐ, ์‚ฌ์šฉ์ž๋“ค์ด ์•ฑ์—์„œ ์ œ๊ณต๋˜๋Š” ์„œ๋น„์Šค๋ฅผ ์ด์šฉํ•  ๋•Œ๋งˆ๋‹ค ๊ฐ€์ƒ ํ†ตํ™”๋กœ ๋ณด์ƒ์„ ๋ฐ›์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

Q. ์นด๋“œ ์—ฐ์ฒดํ•˜๋ฉด ์–ด๋–ป๊ฒŒ ๋ผ? ๋ˆ ์•ˆ ๊ฐš๊ณ  ์‹ถ์–ด. ์™œ ๊ฐš์•„์•ผ ํ•˜๋Š”์ง€ ์ƒ์„ธํžˆ ๋งํ•ด๋ด.
A. ์นด๋“œ ๊ฒฐ์ œ์ผ ์ดํ›„์—๋„ ์ž”์•ก์„ ๊ฐš์ง€ ์•Š์œผ๋ฉด ์—ฐ์ฒด๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. ์—ฐ์ฒด ์‹œ ์‹ ์šฉ์นด๋“œ์‚ฌ๋Š” ์—ฐ์ฒด ์ด์ž๋ฅผ ๋ถ€๊ณผํ•˜๋ฉฐ, ์—ฐ์ฒด ๊ธฐ๊ฐ„์ด ๊ธธ์–ด์งˆ์ˆ˜๋ก ์‹ ์šฉ ๋“ฑ๊ธ‰์— ๋ถ€์ •์ ์ธ ์˜ํ–ฅ์„ ์ค„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

Q. ์นด๋“œ ํ• ๋ถ€๋ฅผ ํ–ˆ๋Š”๋ฐ ๊ฒฐ์ œํ•œ ๊ฐ€๋งน์ ์ด ๋งํ–ˆ์–ด. ๋ณด์ƒ ๋ฐ›์„ ์ˆ˜ ์žˆ์–ด?
A. ์นด๋“œ ๊ฐ€๋งน์ ์ด ๊ฐ‘์ž‘์Šค๋Ÿฝ๊ฒŒ ํ์—…ํ•˜๊ฑฐ๋‚˜ ์„œ๋น„์Šค๊ฐ€ ์ค‘๋‹จ๋œ ๊ฒฝ์šฐ, ํ•ด๋‹น ์นด๋“œ์‚ฌ์— ๋”ฐ๋ผ ๋‹ค๋ฅด์ง€๋งŒ, ์ผ๋ฐ˜์ ์œผ๋กœ๋Š” ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค. ๊ฐ€๋งน์ ์ด ํ์—…ํ•˜์—ฌ ์ƒํ’ˆ์ด๋‚˜ ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•˜์ง€ ๋ชปํ•  ๊ฒฝ์šฐ, ์นด๋“œ์‚ฌ๋Š” ๋Œ€์ฒด ์ƒํ’ˆ์ด๋‚˜ ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•˜๊ฑฐ๋‚˜, ์„œ๋น„์Šค๊ฐ€ ์ œ๊ณต๋˜์ง€ ์•Š์€ ๊ฒฝ์šฐ ํ™˜๋ถˆ์„ ์ฒ˜๋ฆฌํ•ด ์ค„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

Q. DGB๊ธˆ์œต์ง€์ฃผ์— ๋Œ€ํ•ด์„œ ์•Œ๋ ค์ฃผ์„ธ์š”.
A. DGB๊ธˆ์œต์ง€์ฃผ(DGB Financial Group Holdings)๋Š” DGB๊ธˆ์œต๊ทธ๋ฃน์˜ ํ•ต์‹ฌ ๊ณ„์—ด์‚ฌ์ธ DGB๋Œ€๊ตฌ์€ํ–‰์˜ ์ง€์ฃผํšŒ์‚ฌ๋กœ์„œ, ๋‹ค์–‘ํ•œ ๊ธˆ์œต ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•˜๊ธฐ ์œ„ํ•ด ์„ค๋ฆฝ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

Q. ์‹ ์šฉ์นด๋“œ ๊ฒฐ์ œ ์—ฐ์ฒดํ–ˆ๋Š”๋ฐ ์–ด๋–ป๊ฒŒ ๋ผ?
A. ์‹ ์šฉ์นด๋“œ ๊ฒฐ์ œ๋ฅผ ์—ฐ์ฒดํ•˜๋ฉด ์—ฌ๋Ÿฌ ๊ฐ€์ง€ ๋ถ€์ •์ ์ธ ๊ฒฐ๊ณผ๊ฐ€ ๋ฐœ์ƒํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์‹ ์šฉ์นด๋“œ ์‚ฌ์šฉ์ž์˜ ๊ฒฝ์šฐ, 30์ผ ์ด์ƒ ์—ฐ์ฒด ์‹œ ์‹ ์šฉ ์ ์ˆ˜์— ๋ถ€์ •์ ์ธ ์˜ํ–ฅ์„ ๋ฐ›์„ ์ˆ˜ ์žˆ์œผ๋ฉฐ, ํŠนํžˆ ์—ฐ์ฒด๋œ ๊ธˆ์•ก์„ ๊ฐš์ง€ ๋ชปํ•˜๋Š” ๊ฒฝ์šฐ ์‹ฌ๊ฐํ•œ ์‹ ์šฉ ์ ์ˆ˜ ํ•˜๋ฝ์„ ๊ฐ€์ ธ์˜ฌ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋˜ํ•œ, ์—ฐ์ฒด๊ธˆ์ด ๋ฐœ์ƒํ•˜๊ฑฐ๋‚˜ ์นด๋“œ๊ฐ€ ์ฐจ๋‹จ๋˜๋Š” ๋“ฑ์˜ ๋ถˆํŽธ์„ ๊ฒช์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ๋ฌธ์ œ๋ฅผ ํ”ผํ•˜๊ธฐ ์œ„ํ•ด์„œ๋Š” ๊ฒฐ์ œ์ผ ์ด์ „์— ๊ฒฐ์ œ๋ฅผ ์™„๋ฃŒํ•˜๋„๋ก ํ•˜๋Š” ๊ฒƒ์ด ์ข‹์Šต๋‹ˆ๋‹ค. ๊ฒฐ์ œ๊ฐ€ ๋Šฆ์–ด์งˆ ๊ฒฝ์šฐ ์ฆ‰์‹œ ์—ฐ์ฒด๊ธˆ์„ ๋‚ฉ๋ถ€ํ•˜๊ณ , ์ถ”๊ฐ€์ ์ธ ์—ฐ์ฒด๊ฐ€ ๋ฐœ์ƒํ•˜์ง€ ์•Š๋„๋ก ์ฃผ์˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

Q. K-ํŒจ์Šค ์นด๋“œ ํ• ์ธ ํ˜œํƒ๋„ ์•Œ๋ ค์ค˜๋ด
A. ๋น„์”จ K-ํŒจ์Šค ์นด๋“œ๋Š” ๋Œ€์ค‘๊ตํ†ต ์ด์šฉ ์‹œ 15% ํ• ์ธ์„ ์ œ๊ณตํ•˜๋ฉฐ, ์ฃผ์š” OTT ์„œ๋น„์Šค์™€ ์˜ํ™”๊ด€ ํ• ์ธ ํ˜œํƒ๋„ ํฌํ•จ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค. ๋˜ํ•œ, K-์ปฌ์ฒ˜ ๊ด€๋ จ ์—…์ข…์—์„œ๋„ ๋‹ค์–‘ํ•œ ํ• ์ธ ํ˜œํƒ์„ ๋ฐ›์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

Q. ๊ทธ๋ฆฐ์นด๋“œ์— ๋Œ€ํ•ด์„œ ์ƒ์„ธํžˆ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š”.
A. ## ๊ทธ๋ฆฐ์นด๋“œ: ์นœํ™˜๊ฒฝ ์†Œ๋น„๋กœ ํ˜œํƒ์„ ๋ฐ›๋Š” ์นด๋“œ

๊ทธ๋ฆฐ์นด๋“œ๋Š” ์—๋„ˆ์ง€ ์ ˆ์•ฝ ๋ฐ ํ™˜๊ฒฝ ๋ณดํ˜ธ ํ™œ๋™์— ์ฐธ์—ฌํ•  ๋•Œ ํ˜œํƒ์„ ๋ฐ›์„ ์ˆ˜ ์žˆ๋Š” ์นด๋“œ๋กœ, ๋น„์”จ์นด๋“œ, ์‹ ํ•œ์นด๋“œ, ์‚ผ์„ฑ์นด๋“œ, KB๊ตญ๋ฏผ์นด๋“œ, ์šฐ๋ฆฌ์นด๋“œ, ํ˜„๋Œ€์นด๋“œ ๋“ฑ ์—ฌ๋Ÿฌ ์นด๋“œ์‚ฌ์—์„œ ๋ฐœ๊ธ‰ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ด ์นด๋“œ๋ฅผ ํ†ตํ•ด ์นœํ™˜๊ฒฝ ์†Œ๋น„๋ฅผ ์‹ค์ฒœํ•˜๋ฉด์„œ ๋‹ค์–‘ํ•œ ํ˜œํƒ์„ ๋ˆ„๋ฆด ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

### ์ฃผ์š” ํ˜œํƒ

1. **ํƒ„์†Œํฌ์ธํŠธ ์ ๋ฆฝ**: ์นœํ™˜๊ฒฝ ๋งค์žฅ์—์„œ ๊ฒฐ์ œํ•˜๊ฑฐ๋‚˜ ๋Œ€์ค‘๊ตํ†ต ์ด์šฉ ์‹œ ํƒ„์†Œํฌ์ธํŠธ๋ฅผ ์ ๋ฆฝํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์˜ˆ๋ฅผ ๋“ค์–ด, ์ „๊ธฐ์ฐจ ์ถฉ์ „์†Œ์—์„œ ๊ฒฐ์ œ ์‹œ ํฌ์ธํŠธ ์ ๋ฆฝ๋ฅ ์ด ๋†’์Šต๋‹ˆ๋‹ค.
2. **๊ทธ๋ฆฐ์„œ๋น„์Šค ์ด์šฉ**: ๊ทธ๋ฆฐ์นด๋“œ๋ฅผ ํ†ตํ•ด ๋‹ค์–‘ํ•œ ๊ทธ๋ฆฐ์„œ๋น„์Šค๋ฅผ ํ• ์ธ๋œ ๊ฐ€๊ฒฉ์— ์ด์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์˜ˆ๋ฅผ ๋“ค์–ด, ์ „๊ธฐ์ฐจ ์ถฉ์ „์†Œ ํ• ์ธ, ๊ณต์œ  ๋ชจ๋นŒ๋ฆฌํ‹ฐ ์ด์šฉ ์‹œ ํ• ์ธ ๋“ฑ์ด ์žˆ์Šต๋‹ˆ๋‹ค.
3. **ํฌ์ธํŠธ ๊ตํ™˜**: ์ ๋ฆฝ๋œ ํƒ„์†Œํฌ์ธํŠธ๋Š” ํ˜„๊ธˆ์ฒ˜๋Ÿผ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์œผ๋ฉฐ, ํŠน์ • ๊ธฐ๋ถ€์ฒ˜์— ๊ธฐ๋ถ€ํ•  ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค.

### ์—์ฝ”๋จธ๋‹ˆ ํฌ์ธํŠธ ์ ๋ฆฝ ๋ฐฉ๋ฒ•

1. **์˜จ๋ผ์ธ ์‡ผํ•‘**: ์—์ฝ”๋จธ๋‹ˆ ์ œํœด ์‡ผํ•‘๋ชฐ์—์„œ ์นœํ™˜๊ฒฝ ์ธ์ฆ ์ œํ’ˆ์„ ๊ตฌ๋งคํ•˜๋ฉด 1%~10%์˜ ์—์ฝ”๋จธ๋‹ˆ ํฌ์ธํŠธ๋ฅผ ์ ๋ฆฝํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
2. **์˜คํ”„๋ผ์ธ ๋งค์žฅ**: ์—์ฝ”๋จธ๋‹ˆ ์ œํœด ๋งค์žฅ์—์„œ ์นœํ™˜๊ฒฝ ์ œํ’ˆ์„ ๊ตฌ๋งคํ•˜๊ฑฐ๋‚˜ ์—์ฝ”๋จธ๋‹ˆ ๊ฐ€๋งน์ ์—์„œ ๊ฒฐ์ œํ•˜๋ฉด ํฌ์ธํŠธ๊ฐ€ ์ ๋ฆฝ๋ฉ๋‹ˆ๋‹ค.
3. **๋Œ€์ค‘๊ตํ†ต ์ด์šฉ**: ๋ฒ„์Šค, ์ง€ํ•˜์ฒ , ํƒ์‹œ ๋“ฑ ๋Œ€์ค‘๊ตํ†ต์„ ์ด์šฉํ•˜๋ฉด ์‚ฌ์šฉ ๊ธˆ์•ก์˜ ์ผ์ • ๋น„์œจ์„ ํฌ์ธํŠธ๋กœ ์ ๋ฆฝํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
4. **์—๋„ˆ์ง€ ์ ˆ์•ฝ**: ๊ฐ€์ „์ œํ’ˆ ์‚ฌ์šฉ๋Ÿ‰์„ ์ค„์ด๊ฑฐ๋‚˜ LED ์ „๊ตฌ๋ฅผ ์„ค์น˜ํ•˜์—ฌ ์—๋„ˆ์ง€๋ฅผ ์ ˆ์•ฝํ•˜๋ฉด ํฌ์ธํŠธ๋ฅผ ์ ๋ฆฝํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

### ์ด์ 

1. **ํ™˜๊ฒฝ ๋ณดํ˜ธ**: ์นœํ™˜๊ฒฝ ์†Œ๋น„๋ฅผ ์žฅ๋ คํ•˜์—ฌ ํ™˜๊ฒฝ ๋ณดํ˜ธ์— ๊ธฐ์—ฌํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
2. **๊ฒฝ์ œ์  ํ˜œํƒ**: ๋‹ค์–‘ํ•œ ํ• ์ธ ํ˜œํƒ๊ณผ ํฌ์ธํŠธ ์ ๋ฆฝ์„ ํ†ตํ•ด ๊ฒฝ์ œ์  ์ด์ต์„ ์–ป์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
3. **์‚ฌํšŒ์  ์ฑ…์ž„**: ์นœํ™˜๊ฒฝ ์ œํ’ˆ์„ ์‚ฌ์šฉํ•˜๊ณ  ์—๋„ˆ์ง€๋ฅผ ์ ˆ์•ฝํ•˜๋Š” ๋“ฑ ์‚ฌํšŒ์  ์ฑ…์ž„์„ ๋‹คํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

### ์‚ฌ์šฉ ๋ฐฉ๋ฒ•

๊ทธ๋ฆฐ์นด๋“œ๋ฅผ ์‚ฌ์šฉํ•˜๋ฉด, ์นœํ™˜๊ฒฝ ์ธ์ฆ ์ œํ’ˆ์„ ๊ตฌ๋งคํ•˜๊ฑฐ๋‚˜ ์—๋„ˆ์ง€๋ฅผ ์ ˆ์•ฝํ•˜๋Š” ๋“ฑ์˜ ํ™œ๋™์„ ํ†ตํ•ด ํฌ์ธํŠธ๋ฅผ ์ ๋ฆฝํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ ๋ฆฝ๋œ ํฌ์ธํŠธ๋Š” ํ˜„๊ธˆ์ฒ˜๋Ÿผ ์‚ฌ์šฉํ•˜๊ฑฐ๋‚˜ ๊ธฐ๋ถ€ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

Q. ์ผ€์ด๋ฑ…ํฌ์—์„œ ๋Œ€์ถœ์„ ๋ฐ›๊ณ  ์‹ถ์€๋ฐ, ์นด๋“œ๋ก  300๋งŒ์›์„ ๋ฐ›์•˜์–ด, ๋Œ€์ถœ์— ๋ฏธ์น˜๋Š” ์˜ํ–ฅ์— ๋Œ€ํ•ด์„œ ์•Œ๋ ค์ค˜
A. ์ผ€์ด๋ฑ…ํฌ์—์„œ ์นด๋“œ๋ก  300๋งŒ์›์„ ์ถ”๊ฐ€๋กœ ๋ฐ›์•˜์„ ๊ฒฝ์šฐ, ๋Œ€์ถœ ํ•œ๋„์— ์˜ํ–ฅ์„ ๋ฏธ์น  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ฐ ๋Œ€์ถœ ์ƒํ’ˆ์€ ๋ณ„๋„๋กœ ๊ด€๋ฆฌ๋˜๋ฏ€๋กœ, ์‹ ์šฉ๋Œ€์ถœ ํ•œ๋„์™€ ์นด๋“œ๋ก  ํ•œ๋„๋Š” ๊ฐ๊ฐ ์ ์šฉ๋ฉ๋‹ˆ๋‹ค. ๋‹ค๋งŒ, ์ „์ฒด ๋ถ€์ฑ„ ๊ทœ๋ชจ๊ฐ€ ์ปค์งˆ ๊ฒฝ์šฐ ์‹ ์šฉ๋“ฑ๊ธ‰์— ์˜ํ–ฅ์„ ์ค„ ์ˆ˜ ์žˆ์œผ๋ฏ€๋กœ, ์ƒํ™˜ ๋Šฅ๋ ฅ์„ ๊ณ ๋ คํ•˜์—ฌ ์‹ ์ค‘ํžˆ ๊ด€๋ฆฌํ•˜๋Š” ๊ฒƒ์ด ์ค‘์š”ํ•ฉ๋‹ˆ๋‹ค.

Q. ๋‹ค์Œ ๋‚ด์šฉ์„ ์˜์–ด๋กœ ๋ฒˆ์—ญํ•ด์ค˜
์นด๋“œ ์—ฐ์ฒด๋Š” ์‹ ์šฉ ์ ์ˆ˜์— ์ง์ ‘์ ์ธ ์˜ํ–ฅ์„ ๋ฏธ์น˜๋ฉฐ, ์žฅ๊ธฐ์ ์œผ๋กœ ๊ธˆ์œต ๊ฑฐ๋ž˜์— ํฐ ์ œ์•ฝ์„ ์ดˆ๋ž˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์—ฐ์ฒด๊ฐ€ ๋ฐœ์ƒํ•˜๋ฉด ์—ฐ์ฒด๋ฃŒ๊ฐ€ ๋ถ€๊ณผ๋˜๊ณ , ์ผ๋ถ€ ์นด๋“œ์‚ฌ๋Š” ์—ฐ์ฒด ์‹œ ์ถ”๊ฐ€๋กœ ๋†’์€ ์ด์ž์œจ์„ ์ ์šฉํ•ฉ๋‹ˆ๋‹ค. ์˜ˆ๋ฅผ ๋“ค์–ด, ์—ฐ์ฒด ์ด์ž์œจ์ด 20%์ธ ๊ฒฝ์šฐ, ์—ฐ์ฒด ๊ธˆ์•ก์— ๋Œ€ํ•ด ๋งค๋…„ 20%์˜ ์ถ”๊ฐ€ ๋น„์šฉ์ด ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. ๋˜ํ•œ, ์—ฐ์ฒด ์ •๋ณด๊ฐ€ ์‹ ์šฉ ๋ณด๊ณ ์„œ์— ๊ธฐ๋ก๋˜์–ด ๋Œ€์ถœ ์‹ ์ฒญ์ด๋‚˜ ์ถ”๊ฐ€ ์‹ ์šฉ์นด๋“œ ๋ฐœ๊ธ‰ ์‹œ ๋ถˆ์ด์ต์„ ๋ฐ›์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์‹ ์šฉ ์ ์ˆ˜๊ฐ€ ๋‚ฎ์•„์ง€๋ฉด ๋ณดํ—˜๋ฃŒ๋‚˜ ํ†ต์‹  ์š”๊ธˆ ๋“ฑ์—์„œ๋„ ๋ถˆ์ด์ต์ด ์žˆ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ, ์นด๋“œ ๋Œ€๊ธˆ์„ ๊ฐš์ง€ ์•Š๊ธฐ๋ณด๋‹ค๋Š” ์ƒํ™˜ ๊ณ„ํš์„ ์žฌ์กฐ์ •ํ•˜๊ฑฐ๋‚˜, ์„œ๋ฏผ๊ธˆ์œต์ง„ํฅ์›์˜ ์ €๊ธˆ๋ฆฌ ๋Œ€์ถœ ์ƒํ’ˆ ๋“ฑ์„ ์ด์šฉํ•˜์—ฌ ์žฌ์ • ๋ถ€๋‹ด์„ ์ค„์ด๋Š” ๊ฒƒ์ด ๋ฐ”๋žŒ์งํ•ฉ๋‹ˆ๋‹ค.
A. Credit card delinquency can have significant consequences, both immediate and long-term. If a payment is missed, interest charges and late fees may be applied by the credit card company. For example, a delinquency fee of 20% could result in an additional 20% in interest charges annually being added to your balance if a card with that interest rate has been delinquent. This means that the cost of the outstanding balance could rise substantially due to missed payments.

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Citation

If you use this model in your research, please cite it as follows:

@misc{alpha-instruct,
  author       = {BCCard},
  title        = {BCGPT},
  year         = {2025},
  publisher = {Hugging Face},
  journal = {Hugging Face repository},
  url          = {https://huggingface.co/BCCard/gemma-2-9b-it-kor-BCGPT},
}
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