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import gradio as gr | |
import os | |
os.system("pip install transformers sentencepiece torch") | |
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM | |
tokenizer = AutoTokenizer.from_pretrained("alirezamsh/small100") | |
model = AutoModelForSeq2SeqLM.from_pretrained("alirezamsh/small100") | |
def fn(text, lang): | |
tokenizer.tgt_lang = lang | |
encoded_zh = tokenizer(text, return_tensors="pt") | |
generated_tokens = model.generate(**encoded_zh) | |
return tokenizer.batch_decode(generated_tokens, skip_special_tokens=True) | |
demo = gr.Interface(fn=fn, inputs=["text", "text"], outputs="text") | |
demo.launch() |