Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -23,7 +23,7 @@ nlp = spacy.load("en_core_web_sm")
|
|
| 23 |
user_agent = 'QGen/1.0 ([email protected])'
|
| 24 |
wiki_wiki = wikipediaapi.Wikipedia(user_agent= user_agent,language='en')
|
| 25 |
|
| 26 |
-
@st.
|
| 27 |
def load_model():
|
| 28 |
model_name = "DevBM/t5-large-squad"
|
| 29 |
model = T5ForConditionalGeneration.from_pretrained(model_name)
|
|
@@ -182,7 +182,7 @@ with st.sidebar:
|
|
| 182 |
question_complexity = st.selectbox("Select question complexity", ["Simple", "Intermediate", "Complex"])
|
| 183 |
if st.button("Generate Questions"):
|
| 184 |
if text:
|
| 185 |
-
load_model()
|
| 186 |
keywords = extract_keywords(text)
|
| 187 |
keyword_sentence_mapping = map_keywords_to_sentences(text, keywords, context_window_size)
|
| 188 |
|
|
|
|
| 23 |
user_agent = 'QGen/1.0 ([email protected])'
|
| 24 |
wiki_wiki = wikipediaapi.Wikipedia(user_agent= user_agent,language='en')
|
| 25 |
|
| 26 |
+
@st.cache_resource(allow_output_mutation=True)
|
| 27 |
def load_model():
|
| 28 |
model_name = "DevBM/t5-large-squad"
|
| 29 |
model = T5ForConditionalGeneration.from_pretrained(model_name)
|
|
|
|
| 182 |
question_complexity = st.selectbox("Select question complexity", ["Simple", "Intermediate", "Complex"])
|
| 183 |
if st.button("Generate Questions"):
|
| 184 |
if text:
|
| 185 |
+
model, tokenizer = load_model()
|
| 186 |
keywords = extract_keywords(text)
|
| 187 |
keyword_sentence_mapping = map_keywords_to_sentences(text, keywords, context_window_size)
|
| 188 |
|