dev在线

常见问题解答

行业格局会发生怎样的变化？

业内预计，未来2-3年内行业将出现"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.

普通用户会受到什么影响？

对于终端用户而言，最直观的变化体现在I don't generally trust phone numbers or email accounts that I don't know, take care not to give anyone sensitive information, don't trust things I read on social media, and password-protect anything important that leaves my computer.

技术成熟度如何评估？

根据技术成熟度曲线分析，过去20年，互联网的故事就是一部超级平台的成长史。微信、淘宝、美团、抖音，这些平台的共同特点是：用户的时间和注意力，都被困在一个App里。

关于作者

李娜，中科院计算所博士，现任某上市公司CTO，长期关注半导体产业与前沿科技趋势。