When I was optimising ULMFiT, I came up with a trick where I ran lots of ablations and fed all the hyperparams and results to a random forest. That told me which were most important. I told @l2k about it, and @wandb added it to their product! 😀 https://
youtu.be/2QX6jjMt1Eg?si
=icbhCYqFpt4WEhjP&t=1217
…
@jeremyphoward
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ULMFiT optimization: hyperparameter importance via random forest
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Superior Chat UI for API Power Users and Developers
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This. I know it was created as a demo/playground for folks considering the API, but it’s a better chat UI than anything else (other than our own of course!) and is particularly great for power users
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Developer Tools Docker Integration Improvement
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Oh nice I’ve been looking forward to that. I hate dev tools inside docker so this will be super helpful!
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UAE Democratic Tech Stack: Geopolitical Tech Ethics Question
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I think one day you'll look back at "The UAE is a frontline base to move more of the world to the democratic tech stack" and wonder what the hell you were thinking.
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Opus Model Collaborative Coding Capabilities and Workflow
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Thanks for sharing – I enjoyed this video! Nice and simple workflow, and really clear explanation of what's going on. It would be interesting to see if Opus was able to handle adding the collaborative bits too. That's the part that's a bit more non-standard / tricky.
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Labs Must Master Competitor Tools for Market Understanding
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Personally I encourage my team to use other folks' tools too so we have a realistic view of where we stand in the market. I've noticed that most folks at most big labs seem quite unfamiliar with the competition, OTOH. You gotta be an expert user to understand capabilities.
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Claude Code Performance: Initial Assessment and User Experience
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Sure, but the "you" in "if you're not using Claude Code I just don't know what to say" isn't directed at people for whom this is their own product 🙂 (I use Claude Code a bit, and quite like it, FWIW, but it's not a standout performer atm.)
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Timeline for Little Leaguers Handling HTMX Pull Requests
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how long 'til your little leaguers will be handling most htmx PRs?
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Claude Code vs Aider: Which AI Coding Tool Wins?
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Why Claude Code and not Aider? (I prefer our own tools to either of these, mind you, but I'm biased too…)