Add files

README.md

@@ -1,7 +1,7 @@
 ---
-title: Title2abstract
-emoji: 📊
-colorFrom: green
+title: title2abstract
+emoji: 📜
+colorFrom: red
 colorTo: blue
 sdk: gradio
 sdk_version: 3.1.4

app.py

@@ -0,0 +1,26 @@
+import gradio as gr
+from transformers import AutoTokenizer, T5ForConditionalGeneration
+
+tokenizer = AutoTokenizer.from_pretrained("yuewu/T5_title2abstract")
+model = T5ForConditionalGeneration.from_pretrained("yuewu/T5_title2abstract")
+
+def title2abstract(text):
+    
+    input_ids = tokenizer(
+        text, 
+        padding='max_length',
+        max_length=128,
+        return_tensors="pt").input_ids
+
+    generated_ids = model.generate(
+        input_ids, 
+        max_length=512, 
+        no_repeat_ngram_size=2,
+        early_stopping=True)
+
+    generated_text = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)
+
+    return generated_text[0]
+
+demo = gr.Interface(fn=title2abstract, inputs="text", outputs="text")
+demo.launch()

requirements.txt

@@ -0,0 +1,2 @@
+transformers >= 4.0.0
+torch >= 1.6.0