Scaling Laws for Transfer Unified Scaling Laws for Routed Language Models Scaling Scaling Laws with Board Games Chinchilla- 原始scaling laws论文的修正论文。 Remark:作为一名优秀的MLer必须要深度理解Scaling Law的几个影响方面,并且基于自己的Foundation Model通过实验给出自己的Scaling Law从而指导模型大小,数据集...
Physical chemistry Scaling laws for charge transfer in donor/bridge/acceptor molecules NORTHWESTERN UNIVERSITY Mark A. RatnerMichael R. Wasielewski GoldsmithRandall HowardThis thesis attempts a combined theoretical/experimental investigation of two fundamental scaling laws in charge transfer reactions: how the...
Ray Ridley LLC设计研讨会-LLC Converter Design-20221117 1:39:06 利用缩放定律设计LLC变换器-LLC Converter Design Using Scaling Laws,Ray Ridley +Nicola Rosano 2:02:08 LLC变换器图形化设计方法-基于缩放定律-LLC design by using Graphical Approach (Scaling Laws based) 18:29 新电元-五分钟-MOSFET如何...
31, 1153 (1973); "Scaling Laws For Large Momentum Transfer Processes," Phys. Rev. D 11, 1309 (1975).Automodellism in the large-angle... VA Matveev,RM Muradyan,AN Tavkhelidze - 《Lettere Al Nuovo Cimento》 被引量: 679发表: 1973年 Scaling laws for inelastic collision processes in ...
《Scaling Laws for Precision》一文更是点燃了AI社区的广泛热议。然而,关于Scaling Law是否已"破壁"或"终结"的说法,我认为这只是媒体一厢情愿的炒作。真正的情况远非如此简单,我们需要在更深层次上理解Scaling Law的本质,以及当前技术发展的真实方向。作为长期关注开源AI生态的研究者,我想以更为理性的视角,重新审视这...
https://youtu.be/M2GiH8qWVAA 存档:在这个简短的演示中,展示了如何使用MatLab+Tina Combo的图形方法在几分钟内设计LLC。图形方法基于Sanjaya.Maniktala的缩放定律扩展。LLC design by using Graphical Approach (Scaling Laws based) by Nicola Rosano,Mar 14, 2022...
摘要:Scaling laws provide important insights that can guide the design of large language models (LLMs). Existing work has primarily focused on studying scaling laws for pretraining (upstream) loss. However, in transfer learning settings, in which LLMs are pretrained on an unsupervised dataset and...
[2] Kaplan et al. Scaling Laws for Neural Language Models. 2020 [3] OpenAI.GPT-4 technical report. 2023. [4] Nakkiran et al. Deep double descent: Where bigger models and more data hurt. ICLR 2020. [5] Bubeck et al. A universal law of robustness via isoperimetry. NeurIPS 2021. ...
PRE Scaling Laws for Drop Impingement on Porous Films and Papers final Aerosols are investigated because of their significant impact on the environment and human health. To date, windblown dust and sea salt from sea spray thro... YS Joung,CR Buie 被引量: 0发表: 0年 An experimental ...
Smooth power laws:当 scale 的三个指标都不会成为 bottleneck 时,模型的表现会随着每一个指标呈现power-law的关系;这个关系可以覆盖到7个数量级以上; Universality of overfitting:虽然模型的 loss 会下降,但是只有当 N 和 D 同时提高的时候,才会提升模型的预测能力;如果只增大一个则会产生 overfitting 问题。N和...