In the deep learning community, I know of someone using parquet for the dataset and annotations. It allows you to select which data you want to retrieve from the dataset and stream only those, and nothing else. It is a rather effective method for that if you have many different annotations for different use cases and want to be able to select only the ones you need for your application.

Thanks for the follow up. I wish I could afford multiple TB of nvmes but that is unfortunately out of my budget, but it would definitely be better for latency, notice and power draw. This time I will have to stick to HDDs, but I’ll keep looking :) Enjoy your setup!

Thanks! I love that case, that’s what I use for my main server. In this case I was interested in a prebuilt, which may be easier to find and with all main components included and thus possibly cheaper. I updated my main point as I understand it may not have been obvious.

Indeed, the title is a simplification, but I was hoping that the body of the text would highlight that it does not have to be a literal SFF but just something on the smaller side.

Its not a research paper, it calls itself a technical report. And even that seems a bit too ambitious. At a quick glance, its just a list of testimonies and quotes regarding various aspects of what some people think make a great software engineer. Though I do see citations at the end.

That sounds like saying “I was driving on the highway on the wrong side of the road and without seat belt and nothing happened to me. See? It was completely unnecessary to wear Amy seat belt and it was wrong to advocate for it!”

I have been able to search logged out within a repository, up to this year. I think what you are referring to is search across all repositories. That was indeed disables a while ago. But things did change this year, unfortunately. So yes there is a legitimate and new issue… Once more.

Works for me?

If we’re talking about a power shortage, it’s not such a surprising restriction. Priority goes to food, health, water and the most important amenities.

I’m guessing there are carvouts for people charging at home and who have solar and are off the grid?

Python is the de facto language for all machine learning work. I don’t know about the other languages (though go seems to have a strong community for all networking related projects) but Python has certainly not died.

Edit: if this was sarcastic it really flew over my head :) my bad!

Im not sure what the issue is. I have listened to Chris talk about the development of Mojo and while I have not come across any confirmation for open sourcing all aspects of Mojo yet (which would be desirable), the fact that it is being developed with involvement from the community, in a closed beta is understandable and also a good idea.

He explained it as this: during the closed beta, he didn’t want people to start sharing temporary quirks and bugs or features while they could still drastically change. Someone complained at some point that the python function “open” was not recognized. That’s probably exactly what they are set up to solve and we would probably here many more “issues” from people if it were all happen in the open. People would just see it’s not working perfectly as if it were released and would dismiss it and it could mean the end of Mojo.

Instead, they selected individuals who cared, who wanted to be involved and improve it and give feedback. This is a normal development process. It is logical to me to launch it once the language is mature and most issues are ironed out and that the API, language and features are more stable.

Edit: what are people who downvote disagreeing about?

Any suggestions on how this could be implemented in Python?

If you only care about browsing twitter passively, I recommend Nitter. It’s an alternative front end which displays the twitter content (almost all of it, not spaces) without JavaScript, ads, trackers etc. You can find instances here:

https://github.com/zedeus/nitter/wiki/Instances

There is also an extension for Firefox and chromium called privacy redirect which you can setup to redirect twitter and other websites to alternative front-ends.