README.md

---
language:
- ko
- en
metrics:
- bleu
pipeline_tag: translation
tags:
- science
- technology
---

# Model Overview
This model is fine-tuned model of "Helsinki-NLP/opus-mt-ko-en" <br/>
The model is trained with 1,198,943 Korean-English sentence pairs which mainly contains science, technology terms. 

# Load Model
```python
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

tokenizer = AutoTokenizer.from_pretrained("mjk0618/mt-ko-en-scitech")
model = AutoModelForSeq2SeqLM.from_pretrained("mjk0618/mt-ko-en-scitech")
```

# How to use
```python
# After loading model
sentence = "인공지능은 인간의 학습능력, 추론능력, 지각능력을 인공적으로 구현하려는 컴퓨터 과학의 세부분야 중 하나이다"

inputs = tokenizer(sentence, return_tensors="pt").input_ids
outputs = model.generate(inputs)[0]
translated_sentence = tokenizer.decode(outputs, skip_special_tokens=True)

print(translated_sentence)
# Artificial intelligence is one of the details of computer science that artifically implements human learning ability, reasoning ability, and perception ability.
```