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融速科技创立于2020年,创始人徐方达拥有英国巴斯大学博士后研究背景,专注大型增材制造领域。该公司致力于发展新一代定向能量沉积送丝3D打印工艺,服务于航空航天、钢铁冶金、石油化工等行业的大型部件制造,提供打印服务、设备及关键零部件三类产品。其STAR系列已获得中航、中车、中船等领先企业的订单。
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"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.