Create README.md

README.md

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+---
+datasets:
+- cis-lmu/glotlid-corpus
+pipeline_tag: text-classification
+---
+
+## Description
+A Language Identification model that supports more than 2000 languages (three-letter ISO codes with script). For the list of all supported languages please refer to [labels.json](https://huggingface.co/Jakh0103/lid/blob/main/labels.json).
+
+Repository: [GitHub](https://github.com/epfl-nlp/language-identification)
+
+## Usage
+
+**Download the model**
+```
+from huggingface_hub import snapshot_download
+
+snapshot_download(repo_id="Jakh0103/lid", local_dir="checkpoint")
+```
+
+**Use the model**
+```
+from model import LID
+model = LID.from_pretrained(dir='checkpoint')
+
+# print the supported labels
+print(model.get_labels())
+## ['aai_Latn', 'aak_Latn', 'aau_Latn', 'aaz_Latn', 'aba_Latn', ...]
+
+# prediction
+model.predict("The cat climbed onto the roof to enjoy the warm sunlight peacefully!")
+# (['eng_Latn'], [0.970989465713501])
+
+model.predict("The cat climbed onto the roof to enjoy the warm sunlight peacefully!", k=3)
+## (['eng_Latn', 'sco_Latn', 'jam_Latn'], [0.970989465713501, 0.006496887654066086, 0.00487488554790616])
+```