That's because the OP is linking to the quickstart guide. There are benchmark numbers on the github's root page, but it does not appear to include the new deepseek yet:
https://github.com/intel/ipex-llm/tree/main?tab=readme-ov-fi...
https://github.com/intel/ipex-llm/tree/main?tab=readme-ov-fi...