Create app.py

app.py

@@ -0,0 +1,19 @@
+from transformers import AutoTokenizer, AutoModelForCausalLM, TextGenerationPipeline
+from gradio import Interface
+
+model_name = "Hadeel11/fine-tuned-model-2"
+
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name)
+
+
+model.half()
+
+text_generator = TextGenerationPipeline(model=model, tokenizer=tokenizer)
+
+def generate_text(prompt):
+    return text_generator(prompt, max_length=512, num_return_sequences=1)[0]['generated_text']
+
+iface = Interface(fn=generate_text, inputs="text", outputs="text", title="Text Generation Inference")
+
+iface.launch()