AI require electrical power, hardware maintenance, software updates, and many other things that they can't get without humans.
SOFTWARE
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Parallel Dataset Embedding Computing with HuggingFace and DDP
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most useful bit of code I've written all year: call map() on a HuggingFace dataset in torch distributed mode (like DDP) as one example, this will let you compute embeddings for a dataset in parallel, using all the GPUs you have http://
gist.github.com/jxmorris12/69a
730fee174f5309968e984c298f8f2
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Monitoring OpenAI API Latency via GitHub Actions
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There was no latency monitoring on the @OpenAI API (which is quite unstable btw) so I made a small automated GitHub repo on GitHub Actions that calls the different ChatCompletion models of OpenAI and logs the response time every hour.
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Replicate Improves Training Detail Page with Enhanced Features
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Changelog https://
replicate.com/changelog/2023
-10-17-improved-training-detail-page
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Indie Hacker Bilal Tahir Monetizes Projects on Replicate Platform
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We interviewed Bilal Tahir (
@deepwhitman
), indie hacker and creator of Replicover. He’s paying his rent with projects built on Replicate! -
Sensive Mood Tracking App Now Available on iOS
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Free download on iOS. https://
apps.apple.com/app/sensive-mo
od-tracking/id1513799237
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EY.ai Workforce Platform Streamlines HR Tasks with IBM Watson
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@HRExecMag examines "
@EY
.ai Workforce", a new platfrom powered by @IBM
’s watsonx Orchestrate designed to help #HR employees streamline their work, leveraging #AI, #NLP and #automation to create job descriptions and payroll reports: https://
ibm.co/3Q49gCp -
T-Systems Launches Digital Twin Offering with NVIDIA Omniverse
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T-Systems launches a digital twin offering with @nvidia Omniverse https://actuia.com/actualite/t-systems-lance-une-offre-de-jumeau-numerique-avec-nvidia-omniverse/ … #AI #artificialintelligence @tsystemscom @TSystemsFrance
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OSS VAT Compliance for European Creators
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If your a creator in Europe, how do you deal with OSS VAT? Seems like a jungle, somebody must have solved this?
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Targeted AI Use for Code Refactoring and Performance Optimization
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I use it for specific, targeted questions. Eg: refactoring a block of code, improving performance of some function, how to do something specific. For questions that require more information I give it general context and ask about approaches at a high level.