Spaces:
Runtime error
Runtime error
Commit
•
bef7abc
1
Parent(s):
9509abb
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
import transformers
|
3 |
+
|
4 |
+
|
5 |
+
from transformers import pipeline
|
6 |
+
|
7 |
+
# Replace this with your own checkpoint
|
8 |
+
model_checkpoint = "huggingface/models/t5-base-fine-tuned-on-jfleg"
|
9 |
+
|
10 |
+
|
11 |
+
@st.cache
|
12 |
+
def load_model(model_name):
|
13 |
+
translator= pipeline("text2text: generation", model=model_checkpoint)
|
14 |
+
return translator
|
15 |
+
|
16 |
+
translator= load_model(model_checkpoint)
|
17 |
+
|
18 |
+
default_value = "Write your text here!"
|
19 |
+
#prompts
|
20 |
+
st.title("Writing Assistant for you 🦄")
|
21 |
+
|
22 |
+
sent = st.text_area("Text", default_value, height = 275)
|
23 |
+
generated_sequences = translator(sent)
|
24 |
+
|
25 |
+
st.write(generated_sequences[-1])
|