Reading with text to speech. I have a script I wrote with the open weights Silero a couple of years ago. There are better now, but it helps with big blocks of text.

Qwen coder models are better than stack exchange for code snippets. They are also good at OCR, formatting structured data, and such.

I like messing around with alignment as a puzzle game using the vocabulary and a bunch of scripts.

Qwen can do basic FreeCAD macros. It is also good at lisp with emacs as one would expect given the history of lisp.

I have a setup for chatting in various modes like friend, mentor, philosophy, and lewd. I have a conversational diffusion setup where the dialog is in the images. I also have a setup that started as a writing partner but ended up as my science fiction universe. It does not write much ahead of me. It is like sentence completion and writes in my voice. I use segmentation stuff with images. I can use it to break up objects in image layers far better than I can brute force in gimp. I’ve only run open weights models on my own hardware.

How insane the dichotomous stupidity. I am not at all saying “do not moderate”.

“All actions are harmful” is a statement of empathy and far more nuances than you understand. Your lack of fundamental logic skills are sad.

What the OP posted is extremely flawed logic. There is nothing partisan about the death of Alex Pretti. Wanting to talk about his death is something bipartisan and any halfwit should be able to discern as much if they take the time to think things through. This post is showing mob populism and a lack of morals and ethics that are super dangerous and idiotic. The actions taken against the post were deeply flawed, and the hate here is bigoted tribalistic nonsense. This is turning into a worthless echo chamber and it is driving out people with intellectual balance and half decent logic skills. How pathetic.

All mod actions are harmful

I never said a single fucking thing about why anyone transitions or even on a related topic of conversation. Fuckwits do not read anything but have an opinion. I have a two and a half year history of exactly the opposite. Standing up for diversity and being as supportive as possible both as a person and in mod actions. One will not find anything but support in everything in my history here. Populist stupidity is insane here.

Not at all, but fuck this place. The depth of abstractive thought and engagement here is pathetic

The name regicide has had millennia to develop, while I think it is likely that this novel method of obfuscating the succession crisis has not had similar time or cause for neologization.

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Something like, An image consisting of two men and three children, formally dressed, indoors, they appear to be at an event such as a wedding reception. There is a cake in the background and people dancing. There is a banner in the image that says "Congratulations Tom and Jerry".

Most of the major developments that lead to the public stuff happened between 2017-2021. Transformers was the big one that made scaling a thing. Altman pushed in a stupid direction that caused a lot of the nonsense, like turning the name “Open AI” into an oxymoron.

There are some aspects of alignment that point at political corruption and planning with nefarious intent that fits in with the present political bullshit too, but that is very complicated to explain in any depth. If you were to search the token vocabulary, you will find dubious elements are present in compound multi word tokens that disproportionately represent a single political camp, likewise with religious media, and science denialism. Much of that stuff dates from 2019 or before.

Scripting and the command line is an option. It may seem a bit daunting at first but can be a lot faster. Doing AI training stuff I tried brute forcing for awhile but it is just too tedious. A model like a Qwen 3 can be instructed to act like a photo captioning model. It is quite good at optical text recognition in images too.

You can script it to caption the whole image or any number of elements like color, location, subjects, etc., while also limiting the length of text. Then modify the image metadata with the text. It is also possible to feed it a set of json keys and it will fill in the values for the dictionary.

If you go this route, then you start using tools like ripgrep and it becomes possible to find and manipulate many thousands of images quickly to find niche sets in the tens to hundreds in just a single scripted command. You can do stuff like grep -ril foo | xargs | sed ‘s/foo/bar/’ or something like that. Not at my comp right now to pull up the command flags, but that is how to search and edit to change all instances of words in a bunch of files. That one is technically incorrect but it makes far more intuitive sense than alternatives.

Something like Qwen requires enthusiast level hardware, or if you have to, a free google colab instance. If you search for captioning models there are much smaller ones like the ancient BLIP that are less accurate but fast and run on anything. Anyways, I know this reply is not exactly what you wanted, but it is an option, and one I thought was beyond me until I tried it. Hopefully it is useful digital neighbor.

You need a model compiled for the architecture. I saw some for the RK35xx devices when shopping for hardware. I do not think there is software made to split up or run models in general on a NPU. The models must be configured for the physical hardware topology. The stuff that runs on most devices is very small, and these either need a ton of custom fine tuning or they are barely capable of simple tasks.

On the other hand, segmentation models are small, and that makes layers, object identification, and background removal stuff work. Looking at your CPU speed, and available memory, it is unlikely to make much difference. You are also memory constrained for running models, though you could use deepspeed to load from a disk drive too.

Yup, but it stays shut off until the next person pays or uses the button. It is just a microswitch on a flap.

Leave the thing on the ground so the next car kills it properly. Nonconsensual ads are digital rape. It is the same moral scope as buying and selling a person’s digital presence to manipulate and exploit them is digital slavery.

Any company with an advertising budget for spamming and wasting my time is clearly indicating that their competition has a product with better value and reputation. Ads are public service announcements of what to never purchase.

I will not watch ads for anything at all. My time is not subject to that nonsense. I’ll go read or do other things.

Life was way way more dangerous.

Most likely, people were sadistic, but also accidents happen. You just happen to get hurt in some way, make the best of it, and someone wants to copy it. The sadistic part is likely branding and slavery. Marking people so they cannot escape without getting caught.

Greek culture lacked any binary distinction.

I’m no expert on the subject, but reading Plato’s dialogues lately, the Athenians of the era just before Alexander had no preclusive prejudice for gendered relations. That said, the human demographic in Plato’s dialogues is very much biased towards the upper class of society, and I believe that has always slanted towards social exception through hierarchy, with a special place for the rogue aberrant who strings the bow of dogma at the edge of the tribe.

I wanted to hotrod and play with cars. One silly magazine I read had an article about how automotive paint was a dark art few ventured into. So I started with that in my teens. I did about everything one can do with cars. I worked with heavy equipment for awhile just to get a bunch of welding experience, then went back to painting cars but doing bigger jobs and repairs. Eventually I did not like the state I was in so I started cycling to hotrod me. The cars started fighting back as more and more of me was lost without need to carry me around. One day commuting to work, two scrappy SUVs teamed up against me on a bike. I killed them both, but the broke my neck and back. I guess I wish I had not read that article… I have never really thought of work as a means to an end per say. I cannot imagine staying motivated by that. I am not the type to go along with bullshit or do what I’m told. Give me a responsibility and I’ll do a far better job than anyone else and eventually I’ll become the back office manager the owner trusts completely. I hate managing people. No task is beneath me. I do not care about narcissistic nonsense from myself or anyone else. I do what needs to be done and others are welcome to do the same around me. Those that do not are none of my concern. I am the employee I wished I could find when I ran my own business… or at least I was. Now, I am a shell of my former self, with 8 of my 9 cat lives spent.