added gradio interface

app.py

@@ -0,0 +1,44 @@
+import torch
+from transformers import T5Tokenizer, T5ForConditionalGeneration 
+import gradio as gr
+
+
+def simplify(text):
+    model= T5ForConditionalGeneration.from_pretrained("mynti/plainly-v1")
+    tokenizer = T5Tokenizer.from_pretrained('t5-base')
+    device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
+    model = model.to(device)
+    preprocess_text = "simplify: " + text.strip()
+    tokenized_text = tokenizer.encode(preprocess_text, return_tensors="pt").to(device)
+
+    summary_ids = model.generate(
+            tokenized_text,
+            max_length=512, 
+            num_beams=2,
+            repetition_penalty=2.0, 
+            length_penalty=0.5, 
+            early_stopping=True
+        )
+
+    output = tokenizer.decode(summary_ids[0], skip_special_tokens=True)
+    return output 
+
+
+interface = gr.Interface(
+        fn=simplify,
+        inputs=gr.inputs.Textbox(lines=5, placeholder="Enter a sentence here..", label="Normal English"),
+        outputs=gr.inputs.Textbox(lines=5, label="Simple English"),
+        cache_examples=True,
+        title="Plainly",
+        description="Translates any english sentence into a simpler and easier to understand version of it.",
+        allow_flagging="never",
+        examples=[
+            "In Brazilian cities, white workers earn roughly twice as much as those of African descent.",
+            "The other group did a ten-minute warm-up on the bike, followed by four minutes of Tabata intervals, four times a week  plus one 30-minute session of steady exercise with two minutes of intervals.",
+            "The number of minutes Americans spend on Facebook appears to be falling, too.",
+            "Nearly 80% of young smartphone owners regularly use a social networking application, says the research firm Enders Analysis, but two-thirds use more than one.",
+            "The growing of coca leaves is legal and licensed 12 in Bolivia."
+            ]
+        )
+interface.launch()
+