This is exactly my experience – there's so much depth to getting good results out of Copilot, and like so many things LLM it comes down to building up a weird, almost subconscious intuition about how best to use it
LLMS
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Mastering AI coding assistance through practice and proper prompting
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I've also gotten really good at it. I think people who dislike it must have given up too early. You have to learn what to expect, what works, what doesn't work, how to position your cursor (e.g. to not get distracting suggestions), and how to prompt it well via code/comments
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Microsoft releases GPT-3.5 competitive model for CPU devices
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… and then Microsoft followed that with a model that's competitive with GPT 3.5 and runs on any device with a CPU and ~4GB of RAM!
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LMSYS Performance Reflects RLHF Choices, Not General Capabilities
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perhaps bc lmsys performance is less a judgment on general capabilities than it is of rlhf choices i dug into the data a little for curiosity sake – always worth remembering how short (and single turn) most of these queries are.
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LLMs Transform Retail: NVIDIA AI Solutions for Employees and Customers
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LLMs and #GenerativeAI enable retailers to build solutions that empower employees, reduce costs, and transform the customer experience. Watch the #GTC24 session to explore NVIDIA solutions that help optimize AI for #retail. https://t.co/lkRbmvm2RQ pic.twitter.com/XzYiXCdk9h
— NVIDIA AI (@NVIDIAAI) 23 avril 2024LLMs and #GenerativeAI enable retailers to build solutions that empower employees, reduce costs, and transform the customer experience. Watch the #GTC24 session to explore NVIDIA solutions that help optimize AI for #retail. https://
nvda.ws/44jWLcE -

New Book on AI Engineering with Foundation Models
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I’m excited to share that I’m working on a new book about building applications with foundation models! AI Engineering builds upon Machine Learning Systems Design, but with a focus on large scale, ready made models. The book covers: – The new AI stack (e.g. how it differs from
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Gemini 1.5 Launch: Google’s Latest AI Model Arrives
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Confirmed, that was Gemini 1.0 – Gemini 1.5 just showed up right near the top!
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Llama 3 70b Rivals Gemini Pro and Claude 3 Sonnet
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Llama 3 70b Instruct now at the same rank as Gemini Pro (unclear if that's 1.0 or 1.5, I'm guessing 1.0?) and Claude 3 Sonnet Nice to see another open-ish weights model, Command R+ (noncommercial only) just behind it
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Open Weights 70B Model Reaches GPT-4 Performance Level
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Surprising because this is showing an open weights 70B model at GPT-4 level (for any prompt I may wish to ask)