Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,45 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: mit
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
language: ko
|
| 4 |
+
tags:
|
| 5 |
+
- klue
|
| 6 |
+
- roberta
|
| 7 |
+
- emotion-classification
|
| 8 |
+
- sequence-classification
|
| 9 |
+
- fine-tuned
|
| 10 |
+
- korean
|
| 11 |
+
- nlp
|
| 12 |
+
metrics:
|
| 13 |
+
- accuracy
|
| 14 |
+
- f1
|
| 15 |
+
- loss
|
| 16 |
+
---
|
| 17 |
+
|
| 18 |
+
# ๐ฐ๐ท ํ๊ตญ์ด ๊ฐ์ ๋ถ๋ฅ ๋ชจ๋ธ (6๊ฐ์ง ๋๋ถ๋ฅ)
|
| 19 |
+
|
| 20 |
+
## ๋ชจ๋ธ ๊ฐ์ (Model Overview)
|
| 21 |
+
|
| 22 |
+
์ด ๋ชจ๋ธ์ **ํ๊ตญ์ด '๊ฐ์ฑ ๋ํ ๋ง๋ญ์น'** ๋ฐ์ดํฐ๋ฅผ ์ฌ์ฉํ์ฌ **`klue/roberta-base`**๋ฅผ ๋ฏธ์ธ ์กฐ์ (Fine-tuning)ํ์ฌ ๊ตฌ์ถ๋ ํ
์คํธ ๊ธฐ๋ฐ ๊ฐ์ ๋ถ๋ฅ ๋ชจ๋ธ์
๋๋ค. ์ฌ์ฉ์์ ์ผ๊ธฐ๋ ๋ํ ํ
์คํธ์์ 6๊ฐ์ง ์ฃผ์ ๊ฐ์ ์ค ํ๋๋ฅผ ์์ธกํ๋ ๋ฐ ํนํ๋์ด ์์ต๋๋ค.
|
| 23 |
+
|
| 24 |
+
### ๊ธฐ๋ฐ ๋ชจ๋ธ (Base Model)
|
| 25 |
+
* **`klue/roberta-base`**: ํ๊ตญ์ด ์์ฐ์ด ์ฒ๋ฆฌ(NLP) ์ฑ๋ฅ์ ์ํด ๋๊ท๋ชจ๋ก ์ฌ์ ํ์ต๋ ๊ฐ๋ ฅํ Transformer ๊ธฐ๋ฐ ๋ชจ๋ธ์
๋๋ค.
|
| 26 |
+
|
| 27 |
+
### ๊ฐ์ ํด๋์ค (6 Classes)
|
| 28 |
+
๋ณธ ๋ชจ๋ธ์ E์ฝ๋ ์ฒด๊ณ๋ฅผ 6๊ฐ์ง ๋๋ถ๋ฅ ๊ฐ์ ์ผ๋ก ๋งคํํ์ฌ ์ฌ์ฉํฉ๋๋ค:
|
| 29 |
+
* **๋ถ๋
ธ (Anger)**
|
| 30 |
+
* **์ฌํ (Sadness)**
|
| 31 |
+
* **๋ถ์ (Anxiety)**
|
| 32 |
+
* **์์ฒ (Hurt)**
|
| 33 |
+
* **๋นํฉ (Embarrassment)**
|
| 34 |
+
* **๊ธฐ์จ (Joy)**
|
| 35 |
+
|
| 36 |
+
---
|
| 37 |
+
|
| 38 |
+
## ๐ป ์ฌ์ฉ ๋ฐฉ๋ฒ (How to Use)
|
| 39 |
+
|
| 40 |
+
Hugging Face `transformers` ๋ผ์ด๋ธ๋ฌ๋ฆฌ์ `pipeline`์ ์ฌ์ฉํ์ฌ ๋ชจ๋ธ์ ์ฝ๊ฒ ๋ก๋ํ๊ณ ์ถ๋ก ํ ์ ์์ต๋๋ค.
|
| 41 |
+
|
| 42 |
+
### ์ค์น
|
| 43 |
+
|
| 44 |
+
```bash
|
| 45 |
+
pip install transformers torch
|