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Benchmarking Amazon Nova and GPT-4o models with FloTorch

AWS Machine Learning

Using its enterprise software, FloTorch conducted an extensive comparison between Amazon Nova models and OpenAIs GPT-4o models with the Comprehensive Retrieval Augmented Generation (CRAG) benchmark dataset. How do Amazon Nova Micro and Amazon Nova Lite perform against GPT-4o mini in these same metrics? Each provisioned node was r7g.4xlarge,

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20 Call Center Pros Share the Most Undervalued Call Center Metrics and How To Better Leverage Them

Callminer

From essentials like average handle time to broader metrics such as call center service levels , there are dozens of metrics that call center leaders and QA teams must stay on top of, and they all provide visibility into some aspect of performance. Kaye Chapman @kayejchapman. First contact resolution (FCR) measures might be…”.

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Key Benchmarks Should You Target In 2025 for your Contact Center

NobelBiz

With the advancement of the contact center industry, benchmarks continue to shift and challenge businesses to meet higher customer expectations while maintaining efficiency. In 2025, achieving the right benchmarks means understanding the metrics that matter, tracking them effectively, and striving for continuous improvement.

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LLM-as-a-judge on Amazon Bedrock Model Evaluation

AWS Machine Learning

This approach allows organizations to assess their AI models effectiveness using pre-defined metrics, making sure that the technology aligns with their specific needs and objectives. Expert analysis : Data scientists or machine learning engineers analyze the generated reports to derive actionable insights and make informed decisions.

Metrics 103
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A Guide to Contact Center Sentiment Analysis & Measurement

Calabrio

Analytics A Guide to Contact Center Sentiment Analysis & Measurement Jump ahead What is Contact Center Sentiment Analysis? How Does Contact Center Sentiment Analysis Work? But to go with their analytics and sentiment analysis tools, teams need the right strategy. What is Contact Center Sentiment Analysis?

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Pixtral-12B-2409 is now available on Amazon Bedrock Marketplace

AWS Machine Learning

Overview of Pixtral 12B Pixtral 12B, Mistrals inaugural VLM, delivers robust performance across a range of benchmarks, surpassing other open models and rivaling larger counterparts, according to Mistrals evaluation. Performance metrics and benchmarks Pixtral 12B is trained to understand both natural images and documents, achieving 52.5%

Benchmark 109
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What Are the Best Metrics for Measuring Customer Satisfaction?

CSM Magazine

The Importance of Measuring Customer Satisfaction Customer satisfaction is more than just a feel-good metric. Customer feedback, when combined with satisfaction metrics, becomes a powerful tool for shaping business decisions. At its core, satisfaction metrics are the compass for strategic planning.

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