Need AWS, Azure or GCP deployment? Ever thought about putting it on bare metal yourself? If not, why not? Because it's not best practice? Nonsense. The answer with these things is: it depends, and if your app has not that many users, you can get away with it, especially if it's a B2B or internal app.
It's also too US centric. The idea of scalability applies less to most other countries.
I know i can ask a llm or search on google, but i was hoping someone in the community could explain it in a way i could understand.
Instead, my brain parses code into something like an AST which then is represented as a spatial graph. I model the program as a logical structure instead of a textual one. When you look past the language, you can work on the program. The two are utterly disjoint.
I think LLMs fail at software because they're focused on text and can't build a mental model of the program logic. It take a huge amount of effort and brainpower to truly architect something and understand large swathes of the system. LLMs just don't have that type of abstract reasoning.
People should check out Subtitle Edit (and throw the dev some money) which is a great interface for experimenting with Whisper transcription. It's basically Aegisub 2.0, if you're old, like me.
HOWTO:
Drop a video or audio file to the right window, then go to Video > Audio to text (Whisper). I get the best results with Faster-Whisper-XXL. Use large-v2 if you can (v3 has some regressions), and you've got an easy transcription and translation workflow. The results aren't perfect, but Subtitle Edit is for cleaning up imperfect transcripts with features like Tools > Fix common errors.
EDIT: Oh, and if you're on the current gen of Nvidia card, you might have to add "--compute_type float32" to make the transcription run correctly. I think the error is about an empty file, output or something like that.
EDIT2: And if you get another error, possibly about whisper.exe, iirc I had to reinstall the Torch libs from a specific index like something along these lines (depending on whether you use pip or uv):
pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
uv pip install --system torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
If you get the errors and the above fixes work, please type your error message in a reply with what worked to help those who come after. Or at least the web crawlers for those searching for help.I was thinking about whether to move the Terminal-based microblogging / chat app I'm building into this direction.
(Especially after watching several interviews with Paul Durov and listening to what he went through...)
In your country if say some public TV would publish hard core porn mid day for children to see, would there be consequences? like fines and license removal? I am sure in civilized countries that TV station will be punished.
Now imagine you have a Ruzzian TV station publishing hard core porn for children to see, how to you punsish them without paid trolls claiming censorship ? Because this si what happens, in Romania Romanian TV station need to respect the Romanian laws , liek for example pay fines and retract any falsehoods and mistakes, but Ruzzians can publish fake documents and videos and if we want them to respect the laws of our countries we it is censorship... blocking faked documents is bad, blocking boobs is good in the land of the free
rt hasn't done this and there are concrete laws against doing this, if rt violated them, they would/should fined/suspended, it's really that simple, do you have any real examples of illegal things they've carried out?
and if you're implying that extrajudicial measures are the only effective method to deal w/ situations like these, then there's an issue w/ the laws
just because censorship is carried out against a cause you don't like, doesn't make it justified, since it's very likely to be used in less benevolent ways in the future