Off topic since you mentioned you are an ML engineer.

How hard is it to train a GPT at home with limited resources.

Example I have a custom use cases and limited data, I am a software developer proficient in python but my experience comes from REST frameworks and Web development

It would be great if you guide me on training at a small scale locally.

Any guides or resources would be really helpful.

I am basically planning hobby projects where I can train on my own data such as my chats with others and then do functions. Like I own a small buisness and we take a lot of orders on WhatsApp, like 100 active chats per month with each chat having 50-500 messages. It might be small data for LLM but I want to explore the capabilities.

I saw there are many ways like fine tuning and one shot models and etc but I didn’t find a good resource that actually explains how to do things.

The backups with time shift are incremental, hence most of the time the backup is taken within seconds and it only stores changes over time, something similar to git.

I used to do it exactly for that uses case, the backup was quick because there generally are not much changes outside the home directory.

I used to have Daily backups and monthly backup like 20 different dates stored in a relatively small space.

Like if my system is 30 gb then a 50 gb backup partition would store months of daily backups.

Well in case of medical practitioner it would be stupid to allow someone to do it without a proper degree.

Capitalism ruining schools. Because people now use school as a qualification requirement rather than centers of learning and skill development

Not answering your question but I had installed btrfs on my fedora install, thought I would use it for backups and system restores using snapshots.

But I felt there was always a performance tradeoff when doing a lot of writes like npm install and stuff.

Eventually replaced btrfs with ext4 and backup solution like timeshift.

I would say if you want system recovery then tools like timeshift make it really really simple and straightforward taking backups and restoring them.

Sometimes you just don’t need a Swiss army knife to do most basic stuff.

Hidden behind a paywall.

It’s not true.

Vector dbs and LLMs are really powerful at knowledge retrieval.

See notebooklm and open-source alternative.

70 % power grid is definately not out.

Work at a industrial area and everything is fine here no problems not even a whisper of war caused problems except lack of police at daily checkposts

Looks like you underestimated the situation

https://ddnews.gov.in/en/five-terrorists-including-three-from-pakistan-identified-in-pahalgam-terror-attack/

terrorists have been identified as Asif Fauji (code-named Moosa), Suleman Shah (Yunus), and Abu Talha (Asif). The other two attackers are believed to be local militants: Adil Guri from Bijbehara in Anantnag and Ahsan from Pulwama.

Both Guri and Ahsan reportedly underwent training in Pakistan in 2018 and had returned to the Kashmir Valley recently.

https://ddnews.gov.in/en/five-terrorists-including-three-from-pakistan-identified-in-pahalgam-terror-attack/

All is this all propoganda ? All news media is fake?

Nothing is true?

I think you don’t want to accept pakistan sponsors terrorist which have attacked india.

I think you need a good read of this.

https://en.m.wikipedia.org/wiki/Pakistan_and_state-sponsored_terrorism

Even with VPN and browser it doesn’t load. WTH. Google is really censoring this hard.

The image shows for me It shows on the feed but not on comment page, Something weird is going on

Oh, looks like boost for lemmy on Android is playing games with me.

Posted it in other comment

I did not find any proper meaning of phrase quiet quitting

It might as well mean - working only the amount you are paid for - which sounds totally reasonable.

Totally corporate worded article.

No links but took this from my own phone today

(He expressed a disturbing amount of joy for the fact that his family was killed.)

Would need source on this

This time is might be something big.

Such mock drills, blackout drills, sirens and other public awareness campaigns were not conducted since 1971 war.

Also I work at a textile mill which produces a lot of domestic textiles, many of our buisness clients have instructed to hold their orders until the situation escalates down.

I would say definately not normal border skirmish because people all over india were never bothered by those this time buisness are actually taking precautions.

Wait, you directly play game from the torrent directory?

I don’t think that’s how it’s supposed to be done.