node-red / app.py
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Create app.py
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import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer
# Carrega o modelo e o tokenizer
model_name = "ytu-ce-cosmos/Turkish-Llama-8b-DPO-v0.1"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)
def generate_text(prompt):
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs)
return tokenizer.decode(outputs[0], skip_special_tokens=True)
# Cria a interface Gradio
interface = gr.Interface(fn=generate_text, inputs="text", outputs="text")
interface.launch()