skysight-inc/HackerNews huggingface dataset:
This SO thread [1] analyses how much time ggplot spends on various tasks. Not sure if a better GPU integration to produce the visual output would help speed it up significantly.

[1] https://stackoverflow.com/questions/73470828/ggplot2-is-slow...
What Is vLLM – Dictionary Entry (Hopsworks)
Leo from Gemma team here: it's also live on lmsys now !
If my memory serves, the "programmer" was essentially a mathematician, working on a single algorithm, while a "system developer" was building an entire system around it.
Such models would actually run against their long term interests of being able to automate away the work currently done by humans.
https://archive.ph/2025.03.11-045359/https://www.wsj.com/art...
Have you considered that selection of material contributes to specialization and efficiency? This is meant to be a weights-small model.
Canada isn't bound to the monarchy or to the UK. The king is just a figurehead, and the king's representative (the Governor General) is a powerless rubber stamp.

Now, to be clear, the (conceptual) figurehead is taken seriously. When the queen died, a great renaming happened, changing each province's court of queen's bench to the court of king's bench, Queen's Counsel are now called King's Counsel, and of course new currency is being minted with images of the king. But, none of that means the actual King Charles the person has any power at all.
Reminds me of my old co-worker who rewrote our code to be 10x faster but 100x more unreadable. AI agent code is often the worst of both of those worlds. I'm going to give [0] this guy's strategy a shot.

[0] https://www.youtube.com/watch?v=jEhvwYkI-og
PH maybe?
They claim they do serve 92% from their own indexes, though I’m not sure we can verify that: https://dkb.blog/p/brave-search-interview
Ask HN: What happened to Flowx weather app?
it's seems to suddenly disappeared from Google play

https://play.google.com/store/apps/details?id=com.enzuredigital.weatherbomb
Oh the US way… just break the other countries laws who cares.

This is highly dangerous. Like you made 500k in sales you are still liable for those 100k taxes it doesnt matter if you didnt get it from your customers. In EU this is pretty automated check - if you sell to any bussiness they will have to have it in their tax return.
Sure but the claim is not "at least one soldier eaten by crocodiles". Lets say 5 were. The gossiping would easely raise that to 300.
Sounds like a human colleague of mine
> the adoption of end-to-end AI within the robotics and automotive community remains low

What do you think how else lane assistance, traffic sign recognition, highway and traffic jam assist, emergency braking or pedestrian or any traffic object detection and tracking is actually implemented? All of them are backed up in one way or another by neural networks, which by today definition is I guess "AI", and this has been the case for at least ~10 years in all major car manufacturers.

That said, I don't believe we will see Transformers architecture anytime soon implemented in resource and $$$ constrained environments such as automotive industry.
"Firefox needs new revenue streams to be sustainable. New products and services under Mozilla’s umbrella should reflect the same commitment to privacy that defines Mozilla."

This is admirable, but how what would Mozilla replace the 85% ( $555M) revenue with by ditching Google?

I'm assuming a portion of the 15% of revenue is from Mozilla VPN, MDN Plus, etc and also the pay packets of the executives needs to significantly decrease.

But this isn't enough to fill the 85% hole for when Mozilla ditches Google.
That's also how the majority of network appliances are handled outside of Telecom.
Q from out of the loop: what are you referring to? and if you could enlighten me how that then is a problem?
Eventually they will build the scales into the shopping cart itself.
I think it is a mangled joke?
How are better ranking models unrelated? They are explicitly comparing open and closed, small and large foundation models. Leaving the best ones out is just plain disingenuous. There's no way to sugarcoat this.
I believe (and some other people on the internet having more knowledge in LLM believe too) that open source local models are the future.
Probably big models with API and chat like OpenAI is doing will have its niche toot but it is very costly and it is not AGI and it will not be in the near future.
On the other hand with rise of NPU chips and small models you can have your own assistant on your phone using your own data almost instaneously with almost no cost. Whoever will build the best OS model will win this race. As the winner you will be able to set the standard.
Basically it is why we have Linux on the severs not Windows and why even browsers are free you still get one from every tech giant.
Everyone is treating this like corps have anything to gain from an open uncensored model. Switch your view and give me a single argument for it? That random nerds on HN stop jerking each other about what „open“ means? You are just not their target group. Having this discussion every time no matter if the model released is censored or not is just insanity. Bring new arguments or don’t use the models you don’t like. There will be a new sota „tomorrow“, maybe even one open enough for you.
its also apparently a well known result that filtering nsfw content IMPROVES scores

https://x.com/swyx/status/1661359483447316480
Shouldn't second language proficiency be an advantage if you were genuinely about hiring on merit alone, or am I misunderstanding the situation?
Hard to get more puritanical than "if you disagree with my opinion then you're morally repulsive". Not to mention that your argument implies that all traces of sex ought to be scrubbed from the entire Internet? And that that conclusion is the only moral one?
I don't get it. I'm feeling 'tense' and I'm being recommended 'The Shining'? Why?

Although, I have no idea what movie (if any) would satisfy me when I'm feeling 'tense'.
Picking model sizes is not an exact science. We look for sizes that will fit quantized on different categories on devices (e.g., low-end and high-end smartphone, laptops and 16GB GPUs, and bigger GPUs/TPUs). We also want the ratio of model width to depth (number of layers) to be consistently around 90, which we found works best.

The models are trained with distillation from a bigger teacher. We train them independently, but for v3 we have unified the recipes for 4B-27B, to give you more predictably when scaling up and down to different model sizes.
Ahaha no it's a valid question regardless of age! You can either smartcast it to your tv or get those HDMI to iphone adapters for like $45 at Walmart and display it to your TV from your phone. There's also the audio feedback as well if the screen is too small. It will give you directional feedback like 'Narrow your stance' or 'Widen Your Stance'. You can also hear positive and negative sounding 'beeps' to indicate your form's grade. Thank you for checking it out!
Hello, The webversion did not work out so well see Omegle or Chatroullette. That is why I created an app, I took all measures needed to make it a safe space.
For now it's iOS exclusive for easier moderation and focus.
Works fine for me on 136.0
Or get it replaced by a donor heart ? Please read at least the subtitle before commenting
Japan is a different country.
What a truly fascinating perspective. I wonder if you yearn to build complex tunnel systems underground at the behest of a queen? I’m of course describing the most common habit on the planet.
will there ever be a Gemma 3 Thinking? how copyable is the Flash Thinking approach to the Gemma series?
Beware that they use very narrow metrics. Which is also why you only see fine-tunes over there gaming narrow aspects. If your edge case fits into one of those - great. If not and you just want a good general purpose model you'll have to look elsewhere.
In the U.K. specifically supermarkets are having a tough time hiring and retaining staff, but self-checkout is also popular in similar countries like France where the job market is not as tight.
Build Custom Org Charts
Unless you’re they police in a murder case, you’re probably not going to get google or apple to give you something that certifies that a file was uploaded before a specific time and not modified after. And just showing me the modification date in the UI wouldn’t convince me.
I would say Aberdeen asset management made two mistakes here:

1) they didn't notice they still had a vowel right at the very start of their name, immediately marking them out to the kids as uncool.

2) Failing to explore/deliver comarketing opportunities. Obviously the Scottish city of Aberdeen could and should have followed suit and dropped the vowels from local signage.

After such elementary blunders it's no surprise to see the rebranding failed.
But who is the target group?

Last time only some groups of enthusiasts were willing to work through bugs to even run the buggy release of Gemma

Surely nobody runs this in production
Visually - yes.

But based on just one feeling “melancholy” I tried, the results on this one are actually useful, unlike the other one (apparently the visual/UI OG) that returned absurd results.
try the latest version 0.1.5: https://github.com/davidesantangelo/krep/releases/tag/v0.1.5
Were they ever in an orange prison jumpsuit?
Right, IMHO the amazing thing about AI is that it can actually build the custom made bot from scratch every time you need it.

They just need to go a few steps back and evaluate why this system was needed in first place. Awful lot of software and all kinds of interfaces exists only to accommodate humans who need to be in the loop when working with machines and are not actually needed if you are taking the human out of the loop. You can be taking humans off the loop for legit or nefarious reasons and when its legit there's usually opportunity to coordinate with the other machines to remove the people specific parts to make things more efficient.

In programming this is even more evident, i.e %100 of the programming libraries exist only to make developers do stuff easier or prevent re-inventing the wheel.

The part about making the developers life easier is quite substential and can be removed by making the AI write the exact code needed to accomplish the task without bothering with human developer accommodations like libraries to separate the code into modules for maintainability.
Pouring money is not how you get good quality software. You need a company driving product quality. Most Linux foundation projects have companies heavily invested in productionizing the projects and that leads to them contributing to them to ensure high quality code. Code without a driving product tends to wander aimlessly.
That’s a scary vulnerability. There’s no mention of the bug bounty paid out for it but I hope it was substantial.
fun fact: M-series that are configured to use more than 75% of shared memory for GPU can make the system go boom...something to do with assumptions macOS makes that can be fixed by someone with a "private key" to access kernel mode (maybe not a hardware limit).
The website doesn't mention any other country. It doesn't say if it was tested in other countries; it doesn't say if it's even legal in other countries. Does the pilot know the signs and driving laws outside the US?

If the website is not clear about it, I'll assume it won't be well supported in my country.
Every time I see a link to a video about some dialect or accent that I might be interested in I am disappointed -- angry, in fact -- to find that it's just someone talking about that dialect or accent in some other dialect or accent that I am not at all interested in. What a waste. After that I avoid all video/audio for a month or so until -- fool that I am -- I get tricked again.

Is there some secret place on the Internet where an interested person can listen to ten uninterrupted minutes of conversation in a rare dialect, or do I need to become an enthusiastic traveller (unlikely)?
Thank you!

Question: your model supports 140 languages. Given that you are focusing on compactness and efficiency, would you not have gains in also developing models on a selected limited number of languages (e.g. the topmost (in cultural production) four "western" ones with shared alphabet - or similar set)?

Edit: of course the multilingual capability can be can be welcome. On the other hand, there are evident cases in which efficiency can be paramount. We can wonder about the tradeoff: how much in efficiency is sacrificed by features.
I think the best proof of authenticity is already there, in the quirks each particular camera model has in the recording encoding. It's likely that a forgery would easily be shown to have differences in encoding when compared with a video file from the same camera. It would be more difficult with an audio recorder, as you could just record the AI voice in the room. An audio expert could probably show that the acoustics of the fakery don't match where it was claimed to be recorded.
That's a really good question! When you select "tense" as your mood, our algorithm is designed to match that emotional state rather than counter it. Films like "The Shining" are recommended because they create and maintain a sense of tension and suspense - essentially giving you a cinematic experience that resonates with your current emotional state.
The philosophy behind this approach is that sometimes when we're feeling a certain way, we want art that validates and explores that feeling rather than contradicting it. It's similar to how some people listen to sad music when they're feeling down.
That said, I completely understand your point - when you're already feeling tense, you might actually prefer something that helps you relax rather than something that heightens that tension! This is really valuable feedback.
Would you find it more useful if the app offered both options? For example, when selecting "tense," you could choose between "match my tension" (thrillers, horror) or "help me relax" (comedies, feel-good films)?
Thanks for trying out MoodieMovie and sharing your thoughts - this kind of feedback helps us improve the recommendation engine!
> can easily get spun into erotica by an uncensored model.

A sexualized fine-tune yes, but that's because you have to make them overly horny to overcome the original censorship.

Nothing prevent them to train a model that will have an appropriate level of sexual content (that is, only upon user explicit request) the same way they train it not to have sexual content at all.

The reason they do that is because they are American companies, the same companies who also censored nude paintings and statues from European museums' pages.
LLMs get distracted by porn too !?!?
I do believe it's a factor; web apps have the most freedom when it comes to visual design (and the vast majority of developers for it), and it makes it a crossplatform application. Electron and web applications are the market leader in front-end / client side applications by a very wide margin. I mean I don't like it but that's how it is.
Europe's largest council kept auditors in the dark on Oracle rollout fiasco
Of all the communities I am a part of the assumption of privelege is strongest om HN. I don't entirely understand why because startups themselves irl are not like that in my experience. I actually stopped coming here for a long time because of the way women are normally spoken about, but started back again recently when I wanted to better understand what was happening with DOGE etc.
Those are runtimes primarily, not compilers/type checkers. Likewise, TSC is not a TS runtime.
This is what HNers surprisingly seem to not understand.

The risk of the model generating illegal content and then the company getting bad PR from vultures in journalism simply outweighs any benefits of including this content in the training data.

This is also why you will never see the big companies release a capable open weight image or video gen model.
It's harmful in that there exists a significant and vocal subset of users who does not wish to see that content or does not wish their children to do so. It's easier to teach your model never to produce that kind of content than to teach it to perfectly distinguish whether this user should see that content or not. TV channels are barred from broadcasting this kind of content for similar reasons.

Sure, there are always jailbreaks, but then the narrative changes from "we made a model that tells erotic stories to children" to "this ingenious teenager figured out a way to hack our model to make it produce erotic stories." In other words, jailbreak move the fault from the model producer to the model user.

It's also worth keeping in mind that erotica comprises a surprisingly large portion of fiction easily available on the internet for free, and "unfiltered" models tend to produce that kind of content unprompted (see e.g. the original Mistral). The major AI labs are probably filtering it out, but I suspect they can't go too far there, as having a model that is good at fiction is something they actually want.

Then there are the non-chat-gpt-app use cases (like customer support chatbots, automatic summarization etc), for which unprompted erotica is highly inappropriate. Those are the "business travelers" of AI, not the first thing one thinks of when talking about who uses AI models, but extremely important nonetheless.
Yep I asked about this exact problem the other day: https://news.ycombinator.com/item?id=43308153 Having something like “always read the current version of the file before suggesting edits” in Cursor rules doesn’t help, the current file is only read by the agent sometimes. Guess no one has a reliable solution yet.
And you're being polite here.
> Here's the basic answer: the 1:1 is for you, not for me.

It's for both.

It allows the manager to build rapport and trust, to find out things that might not be said in a public or formal setting, and to mentor and coach in a safe environment.

You, as manager should also be asking plenty of questions, including to seek feedback.
Sure because the incentive is always quick and easy money.

Apple nearly went bankrupt in the late 90s early 00s by avoiding the race to the bottom of the PC industry till they pivoted to music players. Look at the auto makers today.

Unless you can convince customers why they should pay a premium for your commodity products, you will be wiped out by your competitors who do not refuse the race to the bottom.
It might not be downloading but converting the model. Or if it's already downloading a properly formatted model file, deduping on disk which I hear it does. This also makes its model files on disk useless for other frontends.
That sort of naiveté is only possible if you’ve never had to interact with the police, especially as a non-white or non-native Brit. Try going to a protest if you’d like to see evidence of this.

“Good” police may be possible, but it’s not what the UK has.
Thank you so much for your feedback! I really appreciate you taking the time to share your thoughts on the Twitter/X button. Your perspective helps me understand how different users experience the site.
I'm curious - what kind of sharing feature would you find more useful? Or perhaps you have other ideas for interactive elements that might add fun without being distracting? I'd love to hear any suggestions you have for improving MoodieMovie!
Aren't individual freedoms and not having having to bend to communal norms core tenants of being American? I didn't expect to wake up to Trump introducing socialist policies today but things just get weirder and weirder.
Hard to get more perverse than “kids should have access to sexually explicit material at all times in any medium.

If that sounds fucked up when I say it like that, consider what assumptions you’re making, because that’s literally YOUR argument here.
Meta is reportedly testing its first RISC-V based AI chip for AI training
Does Dropbox or Onedrive keep hourly+daily+weekly+monthly deduplicated snapshots of everything that's happened on your machine, that work without any network connection?

It's no substitute for backups (I use Borg), and syncing is good (I use Syncthing, I guess iCloud also counts). But snapshots should be ubiquitous at this point, just like having a "trash bin" was mainstream in 1995.
tbf this is a really common pitfall and arguably a design mistake in Linux/POSIX, opening files should be a straightforward operation without pitfalls. Even established programs mess this up all the time, see https://github.com/systemd/systemd/issues/30690 and https://github.com/magic-wormhole/magic-wormhole/issues/363
It's not enabled by default for their function calling API. So, hallucination is possible.

You have to set 'strict' to True manually to use the same grammar-based sampling they use for structured outputs.

https://platform.openai.com/docs/guides/function-calling?api...
free != no laws enforced. you have a pretty narrow definition of free. I'd certainly choose the free where I don't "fall out of a window" for the wrong opinion, media is free and elections are free and democratic.
The press and decision makers without technical knowledge are the target group, it doesn’t matter if it’s used in production or not. They need a locally deployable model to keep up with enterprises to risk averse to put their data into the cloud and also don’t care that their shitty homegrown ChatGPT replacement barely works. It’s a checkbox.
I'm a former land surveyor (now DevOps guy) who spent a lot of summers during childhood on the eastern shore of Maryland, where we have relatives. I also did a lot of land surveys in the DelMarVa peninsula near the eastern shore of Virginia, as well as a lot of sonar work from boats on the Chesapeake Bay. And when I was a teen we used to sail boats out of Deal Island, MD and we'd often dock the boat on Smith Island, Tangier Island, and Ocracoke Island.

Anyway, starting as a teen I'd often hear these stories that there were "lost islands" on the Chesapeake Bay where the locals spoke "Elizabethan English." I suppose that might be the closest thing the dialect resembles, but I doubt it's much like what authentic Elizabethan English was. It's more like a mix of Old English, colonial-era American English, Scottish, and Irish with some old American Indian words mixed in. Basically, the guys who started "Talk Like a Pirate Day" should visit these islands to learn the dialect.

And of course a lot of times we'd come back from those trips with a Smith Island Cake for Mom.

A couple of years ago there were some guys from the power company in my backyard up in the Philly metro area cutting down tree limbs to make room for the electrical cables. They were up on a cherry picker and I went out in my backyard and I overheard them talking, and I recognized the accent in a second. I said, "Hey, are you guys from Salisbury?" They were very surprised and said "Princess Anne, how did you know?" and I said "I know a Somerset County accent anywhere" because it's how my relatives spoke.
So, if I liked being a manager more than a developer, I'd use Cursor, and lean in entirely on AI?