Create app.py

app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load your fine-tuned model
+model_checkpoint = "Shekarss/marian-finetuned-kde4-en-to-fr"
+translator = pipeline("translation", model=model_checkpoint)
+
+# Translation function
+def translate_text(text):
+    if not text.strip():
+        return "Please enter some text to translate."
+    result = translator(text)
+    return result[0]['translation_text']
+
+# Build Gradio UI
+with gr.Blocks(title="English → French Translator") as demo:
+    gr.Markdown(
+        """
+        # 🌐 English to French Translator
+        Translate your English sentences into French instantly!  
+        Enter text below and see the translation.
+        """
+    )
+    
+    with gr.Row():
+        with gr.Column():
+            input_text = gr.Textbox(
+                label="Enter English Text",
+                placeholder="Type your sentence here...",
+                lines=5
+            )
+            translate_btn = gr.Button("Translate 🡆 French")
+        with gr.Column():
+            output_text = gr.Textbox(
+                label="French Translation",
+                placeholder="Your translation will appear here...",
+                lines=5
+            )
+
+    translate_btn.click(fn=translate_text, inputs=input_text, outputs=output_text)
+
+# Launch Space
+demo.launch()