GPT-NeoX is an example project that is using deepspeed and Zero-3 offloading. The wider project intend to train a GPT-3 sized model and release it freely to the world.
https://github.com/microsoft/DeepSpeed/issues/846
Also, the specific problem described in that Issue was due to a bug I found in DeepSpeed that has since been corrected.