Megatron integration

[Birch-san]

Thanks for building SonicMoE. the perf looks good; excited to try it out.

Would you happen to have any guidance on how to use it in Megatron-LM?

[GarlGuo]

Not yet. But we will sure have a Megatron-LM migration in the near future.