Unverified Commit 068df740 authored by Sagor Sarker's avatar Sagor Sarker Committed by GitHub
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added model_card for model codeswitch-hineng-lid-lince and codeswitch-spaeng-lid-lince (#6663)

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* Update README.md
parent 97bb2497
---
language:
- hi
- en
---
# codeswitch-hineng-lid-lince
This is a pretrained model for **language identification** of `hindi-english` code-mixed data used from [LinCE](https://ritual.uh.edu/lince/home)
## Identify Language
* Method-1
```py
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("sagorsarker/codeswitch-hineng-lid-lince")
model = AutoModelForTokenClassification.from_pretrained("sagorsarker/codeswitch-hineng-lid-lince")
lid_model = pipeline('ner', model=model, tokenizer=tokenizer)
lid_model("put any hindi english code-mixed sentence")
```
* Method-2
```py
# !pip install codeswitch
from codeswitch.codeswitch import LanguageIdentification
lid = LanguageIdentification('hin-eng')
text = "" # your code-mixed sentence
result = lid.identify(text)
print(result)
```
---
language:
- es
- en
---
# codeswitch-spaeng-lid-lince
This is a pretrained model for **language identification** of `spanish-english` code-mixed data used from [LinCE](https://ritual.uh.edu/lince/home)
## Identify Language
* Method-1
```py
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("sagorsarker/codeswitch-spaeng-lid-lince")
model = AutoModelForTokenClassification.from_pretrained("sagorsarker/codeswitch-spaeng-lid-lince")
lid_model = pipeline('ner', model=model, tokenizer=tokenizer)
lid_model("put any spanish english code-mixed sentence")
```
* Method-2
```py
# !pip install codeswitch
from codeswitch.codeswitch import LanguageIdentification
lid = LanguageIdentification('spa-eng')
text = "" # your code-mixed sentence
result = lid.identify(text)
print(result)
```
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