Really enjoyed LinkedIn's report on what worked and what didn't when deploying LLM applications. 4 takeaways. 1. Structured outputs
They chose YAML over JSON as the output format because YAML uses less tokens. Initially, only 90% of the outputs are correctly formatted YAML. They
SOFTWARE
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LinkedIn’s LLM deployment insights: YAML outputs and token optimization
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Legacy ML Framework Dependencies and GPU Compatibility Challenges
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Running those old configs today would be hard. They need pylearn2, pylearn2 needs an old version of theano, old versions of theano need old versions of CUDA, old versions of CUDA need old GPUs.
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PySpark DataFrame Equality Testing for Confident Data Transformations
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PySpark DataFrame equality test functions help you apply transformations, aggregations, and manipulations with a lil’ extra confidence We shared some examples so you can learn how to use this feature https://
dbricks.co/3V7pZce -
Stack Overflow Partnership Enhances Developer Experience Platform
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We're partnering with @StackOverflow to enhance the developer experience on both platforms:
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Convert Python Dictionary to JSON: Beginner’s Tutorial
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Convert Python Dict to JSON: A Tutorial for Beginners: Learn how to convert a Python dictionary to JSON with this quick tutorial. https://
kdnuggets.com/convert-python
-dict-to-json-a-tutorial-for-beginners?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=convert-python-dict-to-json-a-tutorial-for-beginners
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Retailers leverage AI and generative AI for enhanced shopping experiences
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Leading retailers are using #AI and #generativeAI to deliver better shopping experiences—both in stores and online. Watch the #GTC24 sessions from Lowe’s, L’Oréal, and more on-demand today. https://
nvda.ws/3UL1Vv1 -
Meeting Another Vercel User in AI Community
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"I didn't expect to meet another Vercel user here."
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Overengineering in Web Development: PHP and jQuery Success
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If you wanna know how overengineering in web dev is going: Yesterday someone asked me how I built my startup and I made up an extremely convoluted tech stack While in fact it's built with just PHP and jQuery At this point over 800 people have bookmarked the tweet
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Kubernetes Scaling Limitations for AI Infrastructure
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I'm worried you can't scale down your Kubernetes to this level