Reproduce the demo example in the paper of InternVideo2.5

[qzfm]

How can I implement the moment retrieval and abnormal event detection in surveillance videos as shown in Figure 6 of the paper? I have tried using the demo code from Hugging Face, but the results were not satisfactory.