Design and implement an Actor Model framework from scratch for a distributed system. Your implementation should include: 1) Actor definition with mailbox system, 2) Message passing protocol with guaranteed delivery semantics, 3) Actor supervision strategies for fault tolerance, 4) Location transparency for distributed actors, 5) Performance optimization techniques for high-throughput scenarios. Discuss how your implementation handles network partitions and eventual consistency. Provide code examples in a language of your choice showing the creation of actors, message sending, and handling of common failure scenarios.