Add application file

app.py

@@ -1,10 +1,6 @@
 import gradio as gr
 from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
 
-
-##pip install gradio torch transformers
-##pip install huggingface_hub
-
 tokenizer = AutoTokenizer.from_pretrained("t5-small")
 model = AutoModelForSeq2SeqLM.from_pretrained("t5-small")
 
@@ -31,3 +27,26 @@ translator = gr.Interface(fn=translate_text,
                           )
 
 gr.Series(generator, translator).launch()
+
+
+import gradio as gr
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+
+tokenizer = AutoTokenizer.from_pretrained("t5-small")
+model = AutoModelForSeq2SeqLM.from_pretrained("t5-small")
+
+def translate_text(text):
+    inputs = tokenizer.encode("translate English to French: " + text, return_tensors="pt")
+    outputs = model.generate(inputs, max_length=128, num_beams=4, early_stopping=True)
+    translated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
+    return translated_text
+
+translator = gr.Interface(
+    fn=translate_text,
+    inputs="text",
+    outputs="text",
+    title="English to French Translator",
+    description="Translate English text to French using the T5-small model.",
+    )
+
+translator.launch()