ariG23498 HF staff commited on
Commit
4772807
1 Parent(s): 99e0806

chore: adding app

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Files changed (2) hide show
  1. app.py +34 -0
  2. requirements.txt +3 -0
app.py ADDED
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+ import os
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+ import gradio as gr
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+ import tensorflow as tf
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+ import tensorflow_text as tf_text
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+ from huggingface_hub import Repository
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+
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+ repo = Repository(
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+ local_dir="nmt-transformer",
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+ clone_from="pyimagesearch/nmt-transformer",
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+ use_auth_token=os.environ.get("token")
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+ )
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+ reloaded = tf.saved_model.load("nmt-transformer/translator")
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+
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+ title="Neural Machine Translation with Transformer"
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+ description="The model used here is a POC and not SOTA on NMT."
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+
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+ examples=["how are you?", "good morning.", "how is your health?"]
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+
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+ def get_translation(sentence):
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+ result = reloaded(
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+ sentence=tf.constant([sentence])
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+ ).numpy()[0].decode()
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+ return result
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+
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+ nmt_space = gr.Interface(
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+ fn=get_translation,
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+ inputs=gr.Textbox(label="English Sentence"),
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+ outputs=gr.Textbox(label="French Sentence"),
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+ title=title,
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+ description=description,
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+ examples=examples,
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+ )
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+
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+ nmt_space.launch()
requirements.txt ADDED
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+ tensorflow
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+ tensorflow-text
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+ huggingface_hub