File size: 944 Bytes
45c54c3 6b80794 45c54c3 6b80794 45c54c3 e91b173 6b80794 45c54c3 6b80794 45c54c3 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 |
import gradio as gr
from transformers import AutoTokenizer, AutoModelForCausalLM
model_name = "ytu-ce-cosmos/turkish-gpt2" # veya "redrussianarmy/gpt2-turkish-cased"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)
def generate_text(prompt):
input_ids = tokenizer.encode(prompt, return_tensors="pt")
outputs = model.generate(
input_ids,
max_length=100,
do_sample=True,
top_p=0.95,
temperature=0.8,
pad_token_id=tokenizer.eos_token_id
)
return tokenizer.decode(outputs[0], skip_special_tokens=True)
demo = gr.Interface(
fn=generate_text,
inputs=gr.Textbox(label="Türkçe Başlangıç Metni", placeholder="Bir cümle yaz..."),
outputs=gr.Textbox(label="Üretilen Türkçe Metin"),
title="Türkçe GPT‑2 Metin Üretici",
description="Türkçe GPT‑2 ile metin devam ettirme"
)
demo.launch()
|