Here's a red team report on DeepSeek: cdn.prod.website-files.com/6690a78074d8...

Deploying DeepSeek or Mixtral locally is often needed, especially with finetuning smaller models for particular tasks, but if there is an adversarial component you are choosing to "roll your own crypto". Proceed with care, and know there's an ongoing operational cost.