Spaces:
Sleeping
Sleeping
import gradio as gr | |
from transformers import pipeline | |
title = "מחולל ציטוטים פיקטיביים של הארי פוטר" | |
description = "<p align=\"right\">✨ נונסנס קסום</p>" | |
article = "<p align=\"right\">מאת: <a href=\"https://linktr.ee/Norod78\">דורון אדלר</a></p>" | |
model_id = "./model" | |
text_generator = pipeline('text-generation', model=model_id, tokenizer=model_id) | |
max_length = 128 | |
top_k = 38 | |
top_p = 0.92 | |
temperature = 1.0 | |
def text_generation(input_text = None): | |
if input_text == None or len(input_text) == 0: | |
input_text = ". " | |
else: | |
input_text =". " + input_text | |
generated_text = text_generator(input_text, | |
max_length=max_length, | |
top_k=top_k, | |
top_p=top_p, | |
temperature=temperature, | |
do_sample=True, | |
repetition_penalty=2.0, | |
num_return_sequences=1) | |
parsed_text = generated_text[0]["generated_text"].replace("<|startoftext|>", "").replace("\r","").replace("\n\n", "\n").replace("\t", " ").replace("<|pad|>", " * ").replace("\"\"", "\"") | |
return parsed_text[2:] | |
gr.Interface( | |
text_generation, | |
inputs=None, | |
outputs=gr.Textbox(lines=3, type="text", text_align = 'right', rtl = True, label="פה מופיע הטקסט שהמחולל יוצר", elem_id="output_text"), | |
css="#output_text{direction: rtl} #input_text{direction: rtl}", | |
title=title, | |
description=description, | |
article=article, | |
theme="default", | |
allow_flagging="never", | |
).launch() |