BTW this is a great example of the use of the handy `contextlib.contextmanager` decorator. Check out the docs if you haven't used it before: https://
docs.python.org/3/library/cont
extlib.html#contextlib.contextmanager
…
@jeremyphoward
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Python contextlib.contextmanager decorator explained
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Speed up Hugging Face PEFT model initialization with this trick
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If you use @huggingface PEFT, then you'll have noticed that calling `get_peft_model` is *really* slow… However, you can make it nearly instant by running this magic snippet first!
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Small Team Creates Best 7B Model in Three Months
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It's plenty enough. They created the best 7B model yet with a small team in 3 months. The size of an eng time is not generally positively correlated with its productivity.
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Top talent prefers open source over closed development work
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I think the absolute top talent are going to much prefer to work on open source over closed. There's a long history of the best people in the field publishing openly. Now that's an option again expect to see it become a recruiting draw card.
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Learning from Past Tech Transitions for AI Impact
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Thanks Andrew – I strongly agree with this message. I'd love to see more concrete ideas and details on what worked and didn't work in previous tech transitions, and what we should do about that.
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Progressive Resizing Improves NLP Model Performance
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I told y'all progressive resizing works for NLP 😀
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OS Updates and Connectivity Issues Plague Device Users
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It made me, to install OS updates 🙁 Also, sometimes it just disconnects…
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Universal Control Reconnection Issue Across Devices
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Actually the universal control thing seems kinda pointless, because it's not auto-reconnecting when I reboot, so (unless I'm missing something) I still need a separate keyboard and mouse for each device. 🙁
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Power imbalance: regulation lobbying versus individual users
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What do you think $n is? Do you think it's more likely a teenager will accrue that, or an organisation that lobbies for regulation that increases power imbalance will accrue that?
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Keeping AI Open and Accessible to Prevent Unknown Risks
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Hopefully we keep things open and accessible to avoid having to find out…