Update app.py
Browse files
app.py
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@@ -1,16 +1,20 @@
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from huggingface_hub import hf_hub_download
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import fasttext
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import gradio as gr
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# ๋ชจ๋ธ ๋ค์ด๋ก๋
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model_path = hf_hub_download(repo_id="cis-lmu/glotlid", filename="model.bin")
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# ๋ชจ๋ธ ๋ก๋
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model = fasttext.load_model(model_path)
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# ์์ธก ํจ์
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def predict_language(text):
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predictions = model
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return {
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"Predicted language": predictions[0][0],
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"Confidence score": predictions[1][0]
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from huggingface_hub import hf_hub_download
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import fasttext
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import numpy as np
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import gradio as gr
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# ๋ชจ๋ธ ๋ค์ด๋ก๋
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model_path = hf_hub_download(repo_id="cis-lmu/glotlid", filename="model.bin")
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model = fasttext.load_model(model_path)
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# ์์ ๋ predict ํจ์
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def patched_predict(model, text):
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labels, probs = model.predict(text)
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return labels, np.asarray(probs)
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# ์์ธก ํจ์
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def predict_language(text):
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predictions = patched_predict(model, text)
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return {
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"Predicted language": predictions[0][0],
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"Confidence score": predictions[1][0]
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