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import os | |
import gradio as gr | |
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline | |
def text(input): | |
from transformers import FSMTForConditionalGeneration, FSMTTokenizer | |
mname = "facebook/wmt19-en-de" | |
tokenizer = FSMTTokenizer.from_pretrained(mname) | |
model = FSMTForConditionalGeneration.from_pretrained(mname) | |
input_ids = tokenizer.encode(input, return_tensors="pt") | |
outputs = model.generate(input_ids) | |
decoded = tokenizer.decode(outputs[0], skip_special_tokens=True) | |
mname = "facebook/wmt19-de-en" | |
tokenizer = FSMTTokenizer.from_pretrained(mname) | |
model = FSMTForConditionalGeneration.from_pretrained(mname) | |
input_ids = tokenizer.encode(decoded, return_tensors="pt") | |
outputs = model.generate(input_ids) | |
decoded = tokenizer.decode(outputs[0], skip_special_tokens=True) | |
return decoded | |
iface = gr.Interface(fn=text, | |
inputs=[ | |
gr.inputs.Textbox( | |
lines=2, placeholder=None, label='Sentence'), | |
], | |
outputs=[gr.outputs.JSON(label=None)]) | |
iface.launch() |