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With Evals, OpenAI hopes to crowdsource AI model testing

TechCrunch

Alongside GPT-4 , OpenAI has open sourced a software framework to evaluate the performance of its AI models. It’s a sort of crowdsourcing approach to model testing, OpenAI explains in a blog post. ” OpenAI created Evals to develop and run benchmarks for evaluating models like GPT-4 while inspecting their performance. .

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How to improve cloud-based generative AI performance

InfoWorld

Website sales are down by 20% due to performance lags. You have a performance problem. You’re using only GPUs for processing training and inferences; you did all recommended performance testing; you have over-provisioned the memory space, and you are only using the fastest storage with the best I/O performance.

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Seekr finds the AI computing power it needs in Intel’s cloud

CIO

Seekr’s main business is building and training AIs that are transparent to enterprise and other users. The Gaudi 2 chip, developed by the Intel acquired Habana Labs, outperformed Nvidia’s A100 80GB GPU in tests run in late 2022 by AI company Hugging Face. The goal here is not to use the extensive AI compute all of the time,” he says.

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Efficient continual pre-training LLMs for financial domains

AWS Machine Learning - AI

Large language models (LLMs) are generally trained on large publicly available datasets that are domain agnostic. For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. The resulting LLM outperforms LLMs trained on non-domain-specific datasets when tested on finance-specific tasks.

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IT leaders rethink talent strategies to cope with AI skills crunch

CIO

Now, they’re racing to train workers fast enough to keep up with business demand. He wants data scientists who can build, train, and validate models for use cases, and who can perform exploratory analysis and hypothesis testing. Case in point: Training data workers on AI bias. Everyone is learning,” Daly says.

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Salesforce certification guide: Roles, paths, exams, cost, training, requirements

CIO

The most performant CRM system today, Salesforce is a core technology for digital business, and its associated applications and ecosystem help make it in a leading platform for those seeking a lucrative IT career. The certification emphasizes testing, governance, and integration with external systems within an organization’s infrastructure.

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Implementing AI For Improved Performance Testing

Openxcell

Apart from this, Artificial Intelligence and Machine Learning Techniques are also applied to the entire development and testing of these applications. One such application, which is gaining popularity, is Performance Testing. Performance testing is one avenue which facilitates meeting these customer demands.