Create app.py

app.py

@@ -0,0 +1,52 @@
+import gradio as gr
+import transformers
+
+# Load the Dall-E model
+dalle2 = transformers.DALL-E2.from_pretrained('dall-e')
+
+# Load the Stable Diffusion model
+stable_diffusion = transformers.StableDiffusion.from_pretrained('stable-diffusion')
+
+# Load the GPT-2 model
+gpt2 = transformers.GPT2.from_pretrained('gpt2')
+
+# Load the GPT-3 model
+gpt3 = transformers.GPT3.from_pretrained('gpt3')
+
+# Load the ChatGPT model
+chatgpt = transformers.ChatGPT.from_pretrained('chatgpt')
+
+# Define a function that takes in an input text and returns the output text generated by the model
+def generate_text(input_text, model):
+  input_ids = model.encode(input_text)
+  output = model.generate(input_ids)
+  output_text = model.decode(output[0])
+  return output_text
+
+# Create a Gradio interface for the Dall-E2 model
+dalle2_interface = gr.Interface(fn=generate_text, 
+                                inputs=gr.inputs.Textbox(lines=1, label='Enter your text for Dall-E2'), 
+                                outputs=gr.outputs.Textbox(label='Generated text'), 
+                                description='Dall-E2 Text Generation',
+                                model=dalle2)
+dalle2_interface.launch()
+
+# Create a Gradio interface for the Stable Diffusion model
+stable_diffusion_interface = gr.Interface(fn=generate_text, 
+                                          inputs=gr.inputs.Textbox(lines=1, label='Enter your text for Stable Diffusion'), 
+                                          outputs=gr.outputs.Textbox(label='Generated text'), 
+                                          description='Stable Diffusion Text Generation',
+                                          model=stable_diffusion)
+stable_diffusion_interface.launch()
+
+# Create a Gradio interface for the GPT-2 model
+gpt2_interface = gr.Interface(fn=generate_text, inputs=gr.inputs.Textbox(lines=1, label='Enter your text for GPT-3'), outputs=gr.outputs.Textbox(label='Generated text'), description='GPT-2 Text Generation', model=gpt2)
+gpt2_interface.launch()
+
+# Create a Gradio interface for the GPT-3 model
+gpt3_interface = gr.Interface(fn=generate_text, inputs=gr.inputs.Textbox(lines=1, label='Enter your text for GPT-3'), outputs=gr.outputs.Textbox(label='Generated text'), description='GPT-3 Text Generation', model=gpt3)
+gpt3_interface.launch()
+
+# Create a Gradio interface for the ChatGPT model
+chatgpt_interface = gr.Interface(fn=generate_text, inputs=gr.inputs.Textbox(lines=1, label='Enter your text for ChatGPT'), outputs=gr.outputs.Textbox(label='Generated text'), description='ChatGPT Text Generation', model=chatgpt)
+chatgpt_interface.launch()