Throughput is one of the most misunderstood performance testing concepts new testers sometimes struggle with. So what is throughput? Here are the three best definitions of throughput: Basically, “Throughput” is the number of transactions produced over time during a test. It’s also expressed as...
Microarchitecture: 一般架构师其实主要就是Microarchitects, 所以一般也是针对微架构进行建模,虽然后面也会介绍到除了软件架构模型之外,还有算法模型/RTL模型/整体平台系统的模型,但是这些都属于比较小众的模型,主流用于Performance Modeling的还是ESL语言编写的微架构模型。 Develop Model: 设计并且维护模型,这个算是本职主要...
Fine-tuning in machine learning is the process of adapting a pre-trained model for specific tasks or use cases through further training on a smaller dataset.
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Learn what is fine tuning and how to fine-tune a language model to improve its performance on your specific task. Know the steps involved and the benefits of using this technique.
Parameter-efficient fine-tuning (PEFT) is a method of improving the performance of pretrained large language models (LLMs) and neural networks for specific tasks or data sets. By training a small set of parameters and preserving most of the large pretrained model’s structure, PEFT saves time ...
This option lets you do all sorts of things to your GPU. Although you can monitor everything on all Nvidia GPUs but the Performance tuning is limited to only the 16 series and the RTX 20 series or above. How to Enable Nvidia Performance Overlay ...
Fine-tuning Large Language Models (LLMs) is a technique in modern natural language processing (NLP) that allows pretrained models to be adapted for specific tasks or domains.LLMs, such as GPT-4, are typically trained on large amounts of diverse text data, enabling them to understand and ...
Is CPU throttling the same as overclocking? No, CPU throttling involves reducing clock speed to manage heat and power, while overclocking is a practice aimed to increase clock speed for improved performance. What software can help monitor CPU throttling?
Learn what performance marketing is and how to leverage it as part of your marketing strategy for effective, measurable campaigns.