前文回顾: PENG Bo:谈 LLM 架构研究的 Baseline 问题,以 DeltaNet 和 RWKV-7 为例(三幕剧) sonta:一个关于RWKV 和 农夫与蛇 的故事 真的很浪费所有人时间。所以我在此只说技术。Songlin 的这段,着实令人费解: 【=== 首先我在文章已经仔细解释过为什么下面这个图仍然是错的 ===】 而此前,我的文里,已经用最简单
实测zoology 最难的 MQAR 任务,8192 state size,256 kv pairs,黑色是 BetterDeltaNet,彩色是 DeltaNet。 14.31 ± 0.07% vs 13.09 ± 0.67%,使用 RWKV-7 kernel 的 BetterDeltaNet,赢。 在此显示,不加任何 trick,只将 DeltaNet kernel 替换为 RWKV-7 kernel,几行代码,就可以提升效果。 由于RWKV-7 还...
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这些改进使得DeltaNet能够针对张量核心GPU进行优化,从而加快了训练速度。尽管DeltaNet在需要上下文回忆的任务中表现出色,但在与其他RNN模型相比时,仍有提升空间。研究者们发现,将DeltaNet与混合注意力机制相结合可以有效弥补这一差距。此外,研究者们还将DeltaNet扩展到了3B参数规模,并在1T个token上进行了训练。目前,他们...
“The merging of DeltaNet into VinciWorks means we are able to offer more topics, increased development resources and even better customer service to all clients. Our courses are also now available in multiple formats, from video-based courses and five-minute knowledge checks to in-depth training...
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