Update README.md

README.md

@@ -41,6 +41,42 @@ output = model(prompt, max_length=256, do_sample=True)
 
 
 
+'''
+[{'generated_text': 'Recipe for making caramel flan: 2 cups all-purpose flour 3 cups butter 6 tablespoons sugar 2 tablespoons melted dark chocolate 2 cups milk Instructions: 1.
+Preheat oven to 350°F (180°C). 2. Grease 9 inch round cake pan. 3. In a large bowl, whisk together flour, baking powder, cocoa powder, salt and salt.
+4. Beat until fluffy. 5. Add the melted chocolate, vanilla and sugar and beat until blended. 6. Pour batter into the prepared pan and bake for 45 minutes.
+7. Remove the pan from the oven and let cool before serving.'}]
+
+
+'''
+
+
+```
+
+
+Using Alpaca prompt template might generate better outputs for certain prompts as the model was trained using the template.
+
+```
+from transformers import pipeline
+model = pipeline(model="vmware/flan-t5-large-alpaca",device_map = 'auto')
+
+
+prompt_template = """Below is an instruction that describes a task. Write a response that appropriately completes the request.
+
+### Instruction:
+{prompt}
+
+### Response:
+"""
+
+prompt = "Give me the recipe for making a caramel flan"
+
+
+output = model(prompt_template.format(prompt), max_length=256, do_sample=True)
+
+
+
+
 '''
 [{'generated_text': 'Recipe for making caramel flan: 2 cups all-purpose flour 3 cups butter 6 tablespoons sugar 2 tablespoons melted dark chocolate 2 cups milk Instructions: 1.
 Preheat oven to 350°F (180°C). 2. Grease 9 inch round cake pan. 3. In a large bowl, whisk together flour, baking powder, cocoa powder, salt and salt.