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import gradio as gr | |
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM | |
tokenizer = AutoTokenizer.from_pretrained("facebook/bart-base") | |
infer = AutoModelForSeq2SeqLM.from_pretrained("Qilex/bart-largeEN-ME") | |
def translate(sentence): | |
input_ids = tokenizer(sentence, return_tensors="pt").input_ids | |
outputs = infer.generate(input_ids, max_new_tokens = len(sample.split(' '))*10) | |
return tokenizer.decode(outputs[0], skip_special_tokens=True) | |
title = "English to Middle English Translator" | |
description = """ | |
This translator is trained on about 80,000 English/Middle English paired sentences. | |
<br> | |
It's still a work in progress. | |
""" | |
article = '''''' | |
gr.Interface( | |
fn=translate, | |
inputs=gr.Textbox(lines=1, placeholder="Enter text to translate."), | |
outputs="text", | |
title=title, | |
description=description, | |
article = article, | |
).launch() |