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hieunguyen1053
commited on
Commit
β’
44bc926
1
Parent(s):
aadfe5b
init
Browse files- README.md +5 -4
- app.py +21 -0
- requirements.txt +6 -0
README.md
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---
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title:
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emoji:
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colorFrom:
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sdk: gradio
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sdk_version: 3.1.4
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app_file: app.py
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pinned: false
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license: apache-2.0
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---
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---
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title: MT Vi-En
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emoji: π»π³
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colorFrom: indigo
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colorTo: purple
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sdk: gradio
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sdk_version: 3.1.4
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app_file: app.py
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models: icon-it-tdtu/mt-vi-en-optimum
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pinned: false
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license: apache-2.0
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---
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app.py
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import gradio as gr
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from optimum.onnxruntime import ORTModelForSeq2SeqLM
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from transformers import AutoTokenizer
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tokenizer = AutoTokenizer.from_pretrained("icon-it-tdtu/mt-vi-en-optimum")
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model = ORTModelForSeq2SeqLM.from_pretrained("icon-it-tdtu/mt-vi-en-optimum")
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def translate(text):
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inputs = tokenizer(text, return_tensors='pt')
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outputs = model.generate(**inputs)
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result = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return result
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iface = gr.Interface(
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fn=translate,
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inputs=gr.inputs.Textbox(lines=2, placeholder="Enter Vietnamese text to translate..."),
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outputs="text",
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theme="huggingface"
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)
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iface.launch()
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requirements.txt
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transformers==4.21.1
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datasets==2.4.0
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optimum==1.3.0
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sacremoses==0.0.53
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onnxruntime==1.12.1
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onnx==1.12.0
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