mtone
The reason it works: each time you read the model (memory bound) to calculate the next token, you can also update multiple requests (compute bound) while at it. It's also much more energy-efficient per token.
There's a heading control to include rotation in link: https://earth.google.com/web/@3.63731074,-23.1618975,-2690.7...
Well said.
Thanks for the link, I'll take a look. I might just move it to a secondary device first.
LLMs have a short shelf-life. They don't know anything past the day they're trained. It's possible to feed or fine-tune them a bit of updated data but its world knowledge and views are firmly stuck in the past. It's not just news - they'll also trip up on new syntax introduced in the latest version of a programming language.
They could save on R&D but I expect training costs will be recurring regardless of advancements in capability.
We end up fiddling with other parameters because it provides better performance for a particular setup so it's well worth it. One example is the recent --n-cpu-moe switch to offload experts to CPU while filling all available VRAM that can give a 50% boost on models like gpt-oss-120b.
After tasting this, not using it is a no-go. Meanwhile on Ollama there's an open issue asking for this: https://github.com/ollama/ollama/issues/11772
Finally, llama-swap separately provides the auto-loading/unloading feature for multiple models.
Why can't you build this today?
[0]: https://arxiv.org/pdf/2506.02153 Small Language Models are the Future of Agentic AI (Nvidia)
Basically, yes it may write snapshots per-file (never per-commit) locally but there is a separate routine to transparently repack the whole thing with deltas.
It would take forever to become mainstream but if node and major browsers started to support this tomorrow, along with ESM modules we could drop TS compilation and bundling entirely during development, safely publish npm packages as TS (even a bundled TS) and simplify tooling for monorepos, IDEs, etc.
Unfortunately that wouldn't solve dealing with templates like JSX/TSX or future language syntax/features.
https://devblogs.microsoft.com/typescript/a-proposal-for-typ...
Testability, tooling and the open-source ecosystem and either bad or non-existent. Writing PL/SQL is the worst environment I've worked in. That database sent emails, processed CSVs scheduled jobs, etc. yet there was still a web app to maintain next to it.
They're OK for certain things like essential triggers or performance-sensitive functions, but I would never deliberately put app logic in there. Major red flag.
So the only sane course of action was to disable widgets altogether while I still can. And now I don't have the weather anymore.
Does anyone know if the new package.json resolution settings can help resolve these issues?
In our embedded/plugin component scenario where we are given a <div> to load in, it appears we should replace our current pattern ReactDOM.render(React.createElement(... with createRoot(_jsx(....
TIL. I think it's still far behind TreeStyleTabs (TST) on Firefox. Missing for me:
- No nested groups. I know it's called vertical and not tree, but branches offer more context when navigating deep.
- Groups are standalone containers, while in TST the group is the root tab. This saves space but also allows to close/CTRL-F4 a tab to close the group/branch.
- Open in a new tab adds the tab at the end of the group, loosing context. There might be an extension for that.
- Closing a group and all its tabs requires to open a context menu.
- No automatic collapse behavior when selecting other groups and there are lots of tabs open.
- Open in a new tab doesn't create a group automatically, they must be manually initiated. Killer feature for me: by the time I realize I should have created a group it would be too late to bother assembling one.
- Scroll-wheel up/down doesn't quick switch tabs. Killer feature for me.
- Drag'n'drop zone to create a group VS reorder tab action is very small and hard to hit.
Nice feature though. I'm kind of amazed they bothered to implement this yet flat out refuse to re-enable the vertical taskbar lost with Windows 11.
If I'm looking for potentially interesting content outside my core subscription views, I'm better served by turning on FM radio.
https://github.com/dotnet-architecture/eShopOnWeb - Demo app from MS
https://github.com/jellyfin - A plex alternative
They're no good as a long term knowledge base however -- search is too limited.
[0]: https://addons.mozilla.org/en-US/firefox/addon/groupspeeddia...
Yes, it's French for "free" after all.
For example, Zapier is a flow automation tool in the broad RPA category - they automate triggers and steps between different existing applications. The "code" version of these things is usually data integration plumbing that be built as a FaaS in a few weeks.
This is completely different from say, Salesforce or Dynamics 365 apps, also low-code/no-code but where the platform's goal is to build applications tailored to your requirements using the platform's customizability, database included. The "code" version of these things are fully fledged web applications that take months or years to build. This is a much higher bar to meet for these platforms.