paper: Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning link: arxiv.org/pdf/2303.1564 TL,DR: 参数高效的微调 相关综述 Introduction 人类训练的模型从330M的BERT large 涨到了 1760亿 的GPT-3 但是显卡的size只是从12G 提高到了80G 如果在有限的资源下,微调巨大的语言模型,成为一个...
Scaling Down to Scale Up: A Multistep Recrystallization for Particle Size Control(PPT)1.Successfully scaled up process to control PSD of API through recrystallization.2.Mixing should be investigated as early as possible in development,but ensure relevant mixing conditions to avoid a false result.3....
The Ribbon was designed to scale up and scale down. It has no "target" resolution per se, but instead sizes itself to fit. As you give it more space, it takes advantage of that space to label commands, give you more choices, and eliminate extra clicks. As you shrink it down, the R...
Reprints and permissions About this article Cite this article Aronsson, G. Plant Equipment: Scaling Down for Downstream Scale-Up. Nat Biotechnol 5, 394–395 (1987). https://doi.org/10.1038/nbt0487-394 Download citation Issue Date01 April 1987 DOIhttps://doi.org/10.1038/nbt0487-394Sections...
Scaling up: the dispatcher thread.───向上扩展:调度程序线程。 Scaling up USES enable tasks, scaling down USES disable tasks.───向上扩展使用启用任务,向下扩展使用禁用任务。 How could we have found a place to deal withscaling upthat was more an example of scale than China itself?───中...
Scaling up from the grassroots and the top down: The impacts of multi-level governance on community forestry in Durango, Mexico pThis paper analyzes the local-level impacts of cross-scale linkages in Mexican community forestry by evaluating the operation of four inter-community fore... GA García...
Reduce the size or cost of, as inThe owners decided to scale down wages. This expression, along with the relatedscale up, which refers to an increase, alludes toscalein the sense of "a fixed standard." [Late 1800s] See also:down,scale ...
2. act of measuring or arranging or adjusting according to a scale 3. ascent by or as if by a ladder 行业词典 体育 量表编制 公路科技 脱皮 冶金学 撬毛 化学 标度 化工 定标 医学 刮牙术,刮除术:即刮除牙齿表面及牙龈边缘覆盖的牙齿部分的结石标度不变性在各种标度下,物体看来都是不变的现象。
Our research shows how local governments employ specific scale-oriented strategies to engage private and public actors at different scales to manage legal, financial, and technical risks in coastal adaptation. 展开 关键词: adaptation climate change retreat policy options regional networks local government...
It is generally believed that for the interaction between scaled up NGO and the summit to be meaningful, the summit should also scale down--that is, it should adopt structures and modes of operation that allow local communities and NGO to build their conceptual, operational and institutional ...