Create app.py

app.py

@@ -0,0 +1,13 @@
+import gradio as gr
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+tokenizer = AutoTokenizer.from_pretrained("AmanMussa/llama2-kazakh-7b")
+model = AutoModelForCausalLM.from_pretrained("AmanMussa/llama2-kazakh-7b")
+
+def generate(text):
+    inputs = tokenizer(text, return_tensors="pt")
+    outputs = model.generate(**inputs, max_new_tokens=100)
+    return tokenizer.decode(outputs[0], skip_special_tokens=True)
+
+demo = gr.Interface(fn=generate, inputs="text", outputs="text", title="Llama2-Kazakh-7B Chatbot")
+demo.launch()