init
Browse files- README.md +4 -4
- app.py +32 -0
- requirements.txt +3 -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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app_file: app.py
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pinned: false
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---
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title: Vietnamese - English Translation
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emoji: 🐠
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colorFrom: yellow
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colorTo: gray
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sdk: gradio
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app_file: app.py
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pinned: false
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app.py
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# Based on example code of https://huggingface.co/facebook/m2m100_1.2B
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import gradio as gr
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from transformers import M2M100ForConditionalGeneration, M2M100Tokenizer
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model = M2M100ForConditionalGeneration.from_pretrained("facebook/m2m100_1.2B")
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tokenizer = M2M100Tokenizer.from_pretrained("facebook/m2m100_1.2B")
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# from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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# tokenizer = AutoTokenizer.from_pretrained("facebook/m2m100_1.2B")
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# model = AutoModelForSeq2SeqLM.from_pretrained("facebook/m2m100_1.2B")
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def vi_en(Vietnamese_Text):
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tokenizer.src_lang = "vi"
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encoded_vi = tokenizer(Vietnamese_Text, return_tensors="pt")
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generated_tokens = model.generate(
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**encoded_vi, forced_bos_token_id=tokenizer.get_lang_id("en"))
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res = tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)
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return res
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# if res:
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# return '\n'.join(res)
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iface = gr.Interface(
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fn=vi_en,
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title="Vietnamese to English",
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description="Using/testing facebook/m2m100_1.2B pre-trained model",
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inputs=gr.inputs.Textbox(lines=5, placeholder="Enter text in Vietnamese"),
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outputs="text")
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iface.launch()
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requirements.txt
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torch
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sentencepiece
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transformers
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