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Fast and cost-effective LLaMA 2 fine-tuning with AWS Trainium

AWS Machine Learning

We review the fine-tuning scripts provided by the AWS Neuron SDK (using NeMo Megatron-LM), the various configurations we used, and the throughput results we saw. For example, to use the RedPajama dataset, use the following command: wget [link] python nemo/scripts/nlp_language_modeling/preprocess_data_for_megatron.py

Scripts 101
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A Brief History of Speech Recognition and How It Benefits Businesses

Noble Systems

Conversation Analytics is just one piece of the puzzle. As a part of the conversation analytics mix, automated speech recognition (ASR) can help companies better understand their customers and improve the brand experience. Google Voice Search launched in 2009. Enhance analytics, identify process gaps and identify trends.

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There’s No I in Team, but What About AI?

CSM Magazine

A Gartner report, sponsored by Tealium: ‘ 100 data and analytics predictions for 2021 ‘ forecasts that ‘By 2019 more than 10% of IT hires in customer service will mostly write scripts for bot interactions’ and ‘By 2020, AI will disrupt the jobs of 1,000,000 phone-based customer support agents.’. million Euros in 2014.

Scripts 40
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What is Call Center Compliance?

NobelBiz

Amendments, including the 2009 HITECH Act, have strengthened HIPAA, introducing stringent compliance measures and penalties for violations, underscoring the act’s pivotal role in balancing patient privacy with the operational needs of the healthcare system.

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11 Contact Center Technologies to Boost Customer Satisfaction

TechSee

Its intelligent knowledge base/self-service platform is powered by artificial intelligence, unified search, rich analytics, and machine learning. Founded in 2009 with headquarters in Israel, Nanorep has been implemented by more than 200 enterprises across the globe, and was recognized in the 2017 UK National Innovation Awards.

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The Impact of and Opportunity for Virtual Agents on Call Center Outsourcers

Xaqt

The Great Recession in 2008-2009 accelerated the offshoring trend as companies grappled with the economic downturn. Which meant that someone from Kansas could call a U.S company and speak with a call center agent in Bangalore. Offshoring thus emerged as a way for contact centers to reduce labor expense.