Iniitial commit

README.md

@@ -12,3 +12,7 @@ short_description: Summarize the section of the block
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+# Text Summarizer
+
+Summarizes long text using the BART model from Hugging Face.

app.py

@@ -0,0 +1,15 @@
+from transformers import pipeline
+import gradio as gr
+
+summarizer = pipeline("Summarization", model="facebook/bart-large-cnn")
+
+def summarize_text(text):
+    summary = summarizer(text, max_length=130, min_length=30, do_sample=False)
+    return summary[0]['summary_text']
+
+iface = gr.Interface(fn=summarize_text,
+                     inputs=gr.Textbox(lines=10, placeholder="Enter text to summarize..."),
+                     outputs="text",
+                     title="Text Summarizer",
+                     description="Summarize long text using BART model.")
+iface.launch()

requirements.txt

@@ -0,0 +1,3 @@
+transformers
+gradio
+torch