Spaces:
Running
Running
ashhadahsan
commited on
Commit
·
3902384
1
Parent(s):
9e9edd3
Update app.py
Browse files
app.py
CHANGED
@@ -30,7 +30,7 @@ model_classes = {
|
|
30 |
}
|
31 |
|
32 |
|
33 |
-
@st.
|
34 |
def load_t5():
|
35 |
model = AutoModelForSeq2SeqLM.from_pretrained("t5-base")
|
36 |
|
@@ -39,7 +39,7 @@ def load_t5():
|
|
39 |
return model, tokenizer
|
40 |
|
41 |
|
42 |
-
@st.
|
43 |
def custom_model():
|
44 |
st.success("Loaded custom model")
|
45 |
return pipeline("summarization", model="my_awesome_sum/")
|
@@ -51,13 +51,13 @@ def convert_df(df):
|
|
51 |
return df.to_csv(index=False).encode("utf-8")
|
52 |
|
53 |
|
54 |
-
@st.
|
55 |
def load_one_line_summarizer(model):
|
56 |
st.success("Loaded one line summarizer")
|
57 |
return model.load_model("t5", "snrspeaks/t5-one-line-summary")
|
58 |
|
59 |
|
60 |
-
@st.
|
61 |
def classify_category():
|
62 |
tokenizer = BertTokenizer.from_pretrained("bert-base-uncased")
|
63 |
new_model = load_model("model")
|
|
|
30 |
}
|
31 |
|
32 |
|
33 |
+
@st.cache
|
34 |
def load_t5():
|
35 |
model = AutoModelForSeq2SeqLM.from_pretrained("t5-base")
|
36 |
|
|
|
39 |
return model, tokenizer
|
40 |
|
41 |
|
42 |
+
@st.cache
|
43 |
def custom_model():
|
44 |
st.success("Loaded custom model")
|
45 |
return pipeline("summarization", model="my_awesome_sum/")
|
|
|
51 |
return df.to_csv(index=False).encode("utf-8")
|
52 |
|
53 |
|
54 |
+
@st.cache
|
55 |
def load_one_line_summarizer(model):
|
56 |
st.success("Loaded one line summarizer")
|
57 |
return model.load_model("t5", "snrspeaks/t5-one-line-summary")
|
58 |
|
59 |
|
60 |
+
@st.cache
|
61 |
def classify_category():
|
62 |
tokenizer = BertTokenizer.from_pretrained("bert-base-uncased")
|
63 |
new_model = load_model("model")
|