Update app.py
Browse files
app.py
CHANGED
@@ -1,3 +1,24 @@
|
|
1 |
import gradio as gr
|
|
|
2 |
|
3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
import gradio as gr
|
2 |
+
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
|
3 |
|
4 |
+
# Set up OpenAI API key
|
5 |
+
tokenizer = AutoTokenizer.from_pretrained("Andresmfs/st5s-es-inclusivo")
|
6 |
+
model = AutoModelForSeq2SeqLM.from_pretrained("Andresmfs/st5s-es-inclusivo")
|
7 |
+
|
8 |
+
def make_neutral(phrase):
|
9 |
+
# Define prompt for converting gendered text to neutral
|
10 |
+
input_ids = tokenizer(phrase, return_tensors="pt").input_ids
|
11 |
+
|
12 |
+
# Call the LLM to generate neutral text
|
13 |
+
outputs = model.generate(input_ids)
|
14 |
+
|
15 |
+
return tokenizer.decode(outputs[0], skip_special_tokens=True)
|
16 |
+
|
17 |
+
iface = gr.Interface(
|
18 |
+
fn=make_neutral,
|
19 |
+
inputs="text",
|
20 |
+
outputs="text",
|
21 |
+
title="Gender-Neutralizer",
|
22 |
+
description="Enter a gendered phrase and get it converted into neutral form."
|
23 |
+
)
|
24 |
+
iface.launch()
|