Create app.py

app.py

@@ -0,0 +1,24 @@
+import gradio as gr
+from transformers import pipeline
+
+models = ["mistralai/Mixtral-8x7B-Instruct-v0.1", "microsoft/phi-2","meta-llama/Llama-2-7b-chat-hf" ]
+
+def generate_text(prompt, model, max_length, temperature):
+    pipe = pipeline("text-generation", model=model,trust_remote_code = True)
+    try:
+        generated_text = pipe(prompt, max_length=max_length, temperature=temperature)[0]["generated_text"]
+        return generated_text
+    except Exception as e:
+        return f"An error occurred: {str(e)}"
+
+gr.Interface(
+   generate_text,   
+   [
+        gr.Textbox(label="Enter your Prompt"),
+        gr.Dropdown(models, label="choose your Model" ),
+        gr.Slider(minimum=100, maximum=650, step=50),
+        gr.Slider(minimum=0.1, maximum=1, step=0.1),
+   ],
+   outputs="text"
+).launch() 
+