Delete app.py

app.py

@@ -1,63 +0,0 @@
-import gradio as gr
-import re
-
-from transformers import (
-    AutoTokenizer,
-    AutoModelForSeq2SeqLM,
-)
-
-def clean_text(text):
-    text = text.encode("ascii", errors="ignore").decode(
-        "ascii"
-    )  # remove non-ascii, Chinese characters
-    text = re.sub(r"http\S+", "", text)
-    text = re.sub(r"\n", " ", text)
-    text = re.sub(r"\n\n", " ", text)
-    text = re.sub(r"\t", " ", text)
-    text = text.strip(" ")
-    text = re.sub(
-        " +", " ", text
-    ).strip()  # get rid of multiple spaces and replace with a single
-    return text
-
-
-model_name = "chinhon/pegasus-newsroom-malay_headlines"
-
-def headline_writer(text):
-    input_text = clean_text(text)
-
-    tokenizer = AutoTokenizer.from_pretrained(model_name)
-
-    model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
-
-    with tokenizer.as_target_tokenizer():
-        batch = tokenizer(
-            input_text,
-            truncation=True,
-            max_length=1024,
-            padding="longest",
-            return_tensors="pt",
-        )
-
-    raw_write = model.generate(**batch)
-
-    headline = tokenizer.batch_decode(
-        raw_write, skip_special_tokens=True, min_length=100, length_penalty=100.1
-    )
-
-    return headline[0]
-
-
-gradio_ui = gr.Interface(
-    fn=headline_writer,
-    title="Malay News Headlines Generator",
-    description="Too busy or tired to write a headline? Try this instead.",
-    inputs=gr.inputs.Textbox(
-        lines=20, label="Paste the first few paras of a Malay language news story here"
-    ),
-    outputs=gr.outputs.Textbox(label="Suggested Headline"),
-    theme="darkdefault"
-)
-
-
-gradio_ui.launch()