"noaux_tc" is the only topk_method available. Why can't we put it in train mode? Well, this implementation of the MoEGate isn't differentiable. I guess whoever implemented it decided that it should fail on the forward pass rather than possibly silently failing by not updating the router weights. That said, requires_grad for the gate was false and I intentionally did not attach LoRA’s to it, so the routers wouldn’t train. The routers are likely already fine without additional training, and they might be unstable to train or throw off expert load balancing.
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} else if (i % 3) == 0 {
Washington has a preference; it does not have a plan. If the objective is eliminating the nuclear program, then why does Iran still hold an unverified stockpile of weapon-usable uranium eight months after the 2025 strikes? The strikes have not resolved the proliferation question. They have made it more dangerous and less tractable.，更多细节参见超级权重