That won’t protect you from its propaganda/censorship. Some versions of DeepSeek’s models have bias built in - as in it’s not just implemented by their service/app. But offline does protect you from privacy/security issues.
Yes if you search, lots of people have shared evidence of this. But it depends on which model you’re using, as some seemingly don’t have the bias built into their training.