Create app.py

app.py

@@ -0,0 +1,51 @@
+from transformers import T5ForConditionalGeneration, AutoTokenizer
+import gradio as gr
+
+
+model_name = "google/flan-t5-large"
+
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+
+model = T5ForConditionalGeneration.from_pretrained(model_name)
+
+
+def translate(input_text, src_lang, to_lang):
+    prompt = f"Translate {src_lang} to {to_lang}: {input_text}"
+    input_ids = tokenizer(prompt, return_tensors="pt").input_ids
+    outputs = model.generate(input_ids, max_new_tokens=1000)
+    model_translation = tokenizer.decode(outputs[0])
+    final_translation = model_translation[5:-4]
+    return final_translation
+
+
+languages = [
+    'English', 'Spanish', 'Japanese', 'Persian', 'Hindi', 'French', 'Chinese',
+    'Bengali', 'Gujarati', 'German', 'Telugu', 'Italian', 'Arabic', 'Polish',
+    'Tamil', 'Marathi', 'Malayalam', 'Oriya', 'Panjabi', 'Portuguese', 'Urdu',
+    'Galician', 'Hebrew', 'Korean', 'Catalan', 'Thai', 'Dutch', 'Indonesian',
+    'Vietnamese', 'Bulgarian', 'Filipino', 'Central Khmer', 'Lao', 'Turkish',
+    'Russian', 'Croatian', 'Swedish', 'Yoruba', 'Kurdish', 'Burmese', 'Malay',
+    'Czech', 'Finnish', 'Somali', 'Tagalog', 'Swahili', 'Sinhala', 'Kannada',
+    'Zhuang', 'Igbo', 'Xhosa', 'Romanian', 'Haitian', 'Estonian', 'Slovak',
+    'Lithuanian', 'Greek', 'Nepali', 'Assamese', 'Norwegian'
+]
+
+
+version = "v-0.0.1"
+
+desc = "<h1><em>tTranslaterR</em> is a translation app powered by AI models capable of translating text between 50+ languages</h1>"
+    
+translator = gr.Interface(fn=translate,
+                          inputs=[gr.Textbox(label="Input Text", placeholder="Input Text To Be Translated"),
+                                  gr.Dropdown(label="From",
+                                              choices=languages,
+                                              value="English",),
+                                  gr.Dropdown(label="To",
+                                              choices=languages,
+                                              value="German")],
+                          outputs=gr.Textbox(label="Translation"),
+                          title=f"tTranslatorR {version} model {model_name}",
+                          description=desc
+                          )
+
+translator.launch()