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Revolutionizing large language model training with Arcee and AWS Trainium

AWS Machine Learning

In recent years, large language models (LLMs) have gained attention for their effectiveness, leading various industries to adapt general LLMs to their data for improved results, making efficient training and hardware availability crucial. In this post, we show you how efficient we make our continual pre-training by using Trainium chips.

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The Ultimate Guide to Call Center Training

Fonolo

Call center training has always been one of the key pillars of running a successful call center. A strong call center training program should not just be part of your onboarding process. Still have questions about call center training? What is Call Center Training? Don’t just pick one.

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How Amazon Search M5 saved 30% for LLM training cost by using AWS Trainium

AWS Machine Learning

Like many ML organizations, accelerators are largely used to accelerate DL training and inference. In this post, we discuss how M5 was able to reduce the cost to train their models by 30%, and share some of the best practices we learned along the way. To use accelerators, you need a software layer to support them.

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Scaling distributed training with AWS Trainium and Amazon EKS

AWS Machine Learning

Although larger models tend to be more powerful, training such models requires significant computational resources. Even with the use of advanced distributed training libraries like FSDP and DeepSpeed, it’s common for training jobs to require hundreds of accelerator devices for several weeks or months at a time.

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How Do You Improve Call Center Metrics?

SharpenCX

Improving your customer service metrics requires a deeper look at which KPIs make sense for your contact center and the strategies you use to achieve them. What Call Center Metrics Should You Measure? You can use this metric to identify peak volume as well. You can use this metric to identify peak volume as well.

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Outbound Call Center Metrics and KPIs: How to Measure and Improve Customer Satisfaction

TeleDirect

Metrics and KPI tracking will help you do this with ease. Measuring and examining your call center metrics and KPIs (key performance indicators) will provide valuable information about your outbound call center’s performance and identify any weak spots. Do they use the proper scripting and verbiage? We love a good phone call.

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Why Do Agents Go Off Script? Mistakes vs Improvisation

Balto

When agents intentionally go off script, it’s because they are improvising to get a better call outcome and should be encouraged. In 2022, we published our findings on why agents intentionally go off their scripts. For agents in this stage of their job, training is the most important resource managers can offer to agents.

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