A Guide to Parameter-Efficient Fine

由 V Lialin 著作 · 2023 · 被引用 86 次 — Title:Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning ... Abstract:This paper presents a systematic overview and comparison ...

Bioreactor scale up and scale down are important but can be complex. Simplify with Cytiva's web-based bioreactor scaling tool. View several case studies.

SCALE DOWN (OR UP) definition: to reduce (or increase), often according to a fixed ratio or proportion | Meaning, pronunciation, translations and examples.

4 天前 — SCALE SOMETHING UP translate: 增加，增大. Learn more in the Cambridge English-Chinese traditional Dictionary.

To scale vertically is to scale up or down, and is defined as to add more resources, such as CPUs, memories, or GPUs, to nodes in a system.

2023年12月28日 — Less downtime and easier upgrades: Scaling out means less downtime because you don't have to switch anything off to scale or make upgrades.

Scaling down means making something smaller, or reducing its size. In order to do this, you first have to know the original measurements of the object ...

Scaling up lets you add more resources to easily handle peak workloads. Then, when the resources are not needed anymore, scaling down lets you go back to the ...

2023年9月19日 — Scaling up means enhancing the capabilities of a single machine, such as adding more CPU, memory, or storage, to meet increased demands.