Spaces:
Build error
Build error
Update app.py
Browse files
app.py
CHANGED
@@ -10,13 +10,6 @@ model_name = "facebook/bart-base"
|
|
10 |
model = AutoModelForSeq2SeqLM.from_pretrained(SAVED_MODEL_PATH).to(device)
|
11 |
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
12 |
|
13 |
-
dataset = load_dataset("samsum")
|
14 |
-
#dataset = load_dataset("samsum", download_mode="force_redownload")
|
15 |
-
|
16 |
-
|
17 |
-
train_data = dataset["train"]
|
18 |
-
validation_data = dataset["validation"]
|
19 |
-
test_data = dataset["test"]
|
20 |
|
21 |
def summarize(text):
|
22 |
inputs = tokenizer(f"Summarize dialogue >>\n {text}", return_tensors="pt", max_length=1000, truncation=True, padding="max_length").to(device)
|
@@ -27,8 +20,8 @@ def summarize(text):
|
|
27 |
|
28 |
iface = gr.Interface(
|
29 |
fn=summarize,
|
30 |
-
inputs=gr.
|
31 |
-
outputs=gr.
|
32 |
)
|
33 |
|
34 |
iface.launch()
|
|
|
10 |
model = AutoModelForSeq2SeqLM.from_pretrained(SAVED_MODEL_PATH).to(device)
|
11 |
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
12 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
13 |
|
14 |
def summarize(text):
|
15 |
inputs = tokenizer(f"Summarize dialogue >>\n {text}", return_tensors="pt", max_length=1000, truncation=True, padding="max_length").to(device)
|
|
|
20 |
|
21 |
iface = gr.Interface(
|
22 |
fn=summarize,
|
23 |
+
inputs=gr.Textbox(lines=10, label="Input Dialogue"),
|
24 |
+
outputs=gr.Textbox(label="Generated Summary")
|
25 |
)
|
26 |
|
27 |
iface.launch()
|