Update app.py

app.py

@@ -5,7 +5,10 @@ from datasets import load_dataset
 """
 For more information on `huggingface_hub` Inference API support, please check the docs: https://huggingface.co/docs/huggingface_hub/v0.22.2/en/guides/inference
 """
-client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
+
+#Update: Using a new base model
+#client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
+client = InferenceClient("01-ai/Yi-1.5-34B-Chat")
 #topic_model = BERTopic.load("MaartenGr/BERTopic_Wikipedia")
 # Train model
 #topic_model = BERTopic("english")