full_token_entries = 32 tokens_per_group = 4 selected_entries = 2 compressed_entries = full_token_entries // tokens_per_group print("full token entries:", full_token_entries) print("compressed entries stored:", compressed_entries) print("compressed entries read:", selected_entries) print("storage reduction:", f"{full_token_entries / compressed_entries:.0f}x") # Output: """ full token entries: 32 compressed entries stored: 8 compressed entries read: 2 storage reduction: 4x """