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•
54177cb
1
Parent(s):
e35cceb
reversed translation direction
Browse files
main.py
CHANGED
@@ -17,27 +17,27 @@ task_config = exp_factory.get_exp_config('transformer_tr_en_blended/base').task
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task_config.sentencepiece_model_path = '/code/pretrained_v2/sentencepiece_en_tr.model'
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translation_task = task_factory.get_task(task_config)
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model_en_tr = translation_task.build_model()
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-
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def translate(input_text, model):
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tokenized = tokenizer.tokenize(input_text)
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translated = model({'inputs' : tf.reshape(tokenized, [1, -1])})
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return tokenizer.detokenize(translated['outputs']).numpy()[0].decode('utf-8')
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ignore = translate("test", model_en_tr)
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def predict(inp):
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return translate(inp,
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def run():
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demo = gr.Interface(
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fn=predict,
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inputs=gr.inputs.Textbox(label="
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outputs=gr.outputs.Textbox(label="
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)
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demo.launch(server_name="0.0.0.0", server_port=7860)
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task_config.sentencepiece_model_path = '/code/pretrained_v2/sentencepiece_en_tr.model'
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translation_task = task_factory.get_task(task_config)
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# model_en_tr = translation_task.build_model()
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model_tr_en = translation_task.build_model() # we can use the same task
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def translate(input_text, model):
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tokenized = tokenizer.tokenize(input_text)
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translated = model({'inputs' : tf.reshape(tokenized, [1, -1])})
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return tokenizer.detokenize(translated['outputs']).numpy()[0].decode('utf-8')
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# ignore = translate("test", model_en_tr)
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ignore = translate("test", model_tr_en)
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model_tr_en.load_weights("/code/pretrained_v2/tr_en/tr_en")
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def predict(inp):
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return translate(inp, model_tr_en)
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def run():
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demo = gr.Interface(
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fn=predict,
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inputs=gr.inputs.Textbox(label="Turkish"),
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outputs=gr.outputs.Textbox(label="English"),
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)
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demo.launch(server_name="0.0.0.0", server_port=7860)
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