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File size: 583 Bytes
eb868f4 acd1127 eb868f4 acd1127 10a67b8 eb868f4 acd1127 10a67b8 acd1127 10a67b8 acd1127 eb868f4 acd1127 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 | import gradio as gr
from transformers import TFAutoModelForSeq2SeqLM, AutoTokenizer
model_name = "piccora/transformers"
model = TFAutoModelForSeq2SeqLM.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)
def predict(question):
inputs = tokenizer(question, return_tensors="tf", padding=True, truncation=True)
outputs = model.generate(inputs["input_ids"], max_length=50)
answer = tokenizer.decode(outputs[0], skip_special_tokens=True)
return answer
interface = gr.Interface(fn=predict, inputs="text", outputs="text")
interface.launch()
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