Create app.py

app.py

@@ -0,0 +1,14 @@
+import gradio as gr
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model_name = "defog/sqlcoder-70b-alpha"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name)
+
+def generate_sql(query):
+    inputs = tokenizer(query, return_tensors="pt")
+    outputs = model.generate(**inputs)
+    return tokenizer.decode(outputs[0], skip_special_tokens=True)
+
+iface = gr.Interface(fn=generate_sql, inputs="text", outputs="text")
+iface.launch()