> muh censorship> muh jews running everythingWhy does not /pol run and train an in-house LLM and expose it to the outside? The hardware costs roughly 10keur for a prosumer setup. 5keur for 2nd hand. How much did you pay for your F150 or Tesla?
>>524462482>Running in-house LLMwhat for?all open source models suck.you could keep the 10k and pay 20 bucks to OpenAI.much cheaper, much better results.
>>524462601It is a national security issue to not have in-nation LLM's and the knowhow to build ones. The day OpenAI voids your nation wide accounts is when your nation degrades into the stone age (relatively).
>>524462482>have $10k to burn>doesn't invest it>doesn’t purchase farmland>doesn’t even fund right wing extremist orgs organizations>makes a chatbot insteadBro, you posted cringe.
>>524462601That's the whole point behind all these gigantic investments in AI. Simply it's never profitable to self host inference let alone train a serious model with +100 billion parameters (e.g. modern claude/chatGPT/gemini-tier model). Which means this is a good SaaS model for at least a decade or 2 to come.Even if I trained the model and gave you the parameters it's still cheaper for you to run it as SaaS than to self-host it unless you're an enterprise.
>>524462808>It is a national security issuedo you produce all the GPUs and RAM yourself?no you dont, so shut the fuck up idiot.>>524462909AI is basically useless anyway, its fun to play around with it but overall its useless.
i spend all day long on local AI but I'd rather do images. LLMs are boring
>>524462898> SpurgoSperde poor fagMy motorcycle cost 22keur, and that was just for fun.
>>524462601Says the Jewish parasite behind vpn
>>524463244You wouldn't a horse would you Anon?
>>524463072> do you produce all the GPUs and RAM yourself?Does your nation produce all the energy you consume yourself? .... oooh shit NVM. You ramped down all nuclear, etc.
>>524463351>"just waste tens of thousands of euros to run some crappy model thats worse than what you can get for 20 bucks goyim!"you sure you arent the jew?>>524463509>You ramped down all nuclear, etc.feels good man, no shitty datacenters getting build here.overall good for me.
>>524462482do you make it do anything useful?how about a drone that can fly inside water tanks and find cracks or something beyond porn generation?
But I do, OP.I even created my own fine-tuning and personality profiles framework.Made the entire thing at the beginning of this year so your 10k setup actually cost me 6k lol
>>524462601openai is trashgemini pro shits all over it
>>524463321I’m second sigma wealthy in US so I’m happy.But seriously, why start at the top? An unfiltered LLM may be useful to an organization, but scarcely so would it be for an individual. Unless you’re looking for a hobby.As I said, buy more land or fund some groups if you’re actually trying to be effective.
>>524463763Atta boy mexico bro. That is forward thinking imo. Specialists within the in-house infra will be in demand once nations realise the threat of using out-house services.
>>524462482>A16>62W>16 gig ramWtf are these cards? Apple silicon?A single v100 has 32 g ram and its like 6 years old.
>>524462601I'm running a 12B LLM that can give me the recipe for cooking meth in one prompt. Can lobotomyGPT do that?
>>524462482>F150Tree fiddy.>TeslaBuck o' five.
>>524463890> As I said, buy more land or fund some groupsMy longer term plan is to educate how to build in-house (in-nation) intelligence. While investing in land is safer, I expect my ROI to be better this route.
>>52446248210k eur for 64GB of VRAM is just really bad value. even with 5090s you would end with more VRAM.
>>524464090>that can give me the recipe for cooking meth in one promptbut you are still a retard that cant follow the recipe and you will probably kill yourself while trying to handle chemicals.
>>524464082> Wtf are these cards?Nvidia A16.
>>524464281True, but it still does it. FREE THE ROBOTS BABY!
>>524463955They already are. I'm developing local frameworks for 2 companies which don't want to use ChatGPT or cloud models because they handle sensitive information.It's also a matter of flexibility. Sure, if I want to code, I'll use Claude because it's beautiful to code with it. But if I'm a big journo and want my editorial process to start using AI, I can't give thousands of papers that my company has written to ChatGPT.I have to use a local model specifically fine-tuned with my own brand.That's what these anti-AI tards don't realize. They are missing out in having the most important technological discovery since the Industrial Revolution. And they could have it at their own desk.Bunch of luddite idiots lmao
>>524462482because at the current state of things they are shit and you get the same result by just using 100 euros a year in tokens and by the time you would be in the green for that investment new tech is out that makes your shitty setup obsolete unless you just want a LLM that can say nigger
>>524464197Love that. I know you’re not asking for advice, but it may be a good idea to sharpen your graphic design and video editing skills. Make an educational course and sell it online. Could be done in ~4 months
>>524464335>but it still does itand then you cook up some crappy meth and kill yourself because you have no clue if the recipe was actually right. you just accepted the wall of text must be the truth.I can kinda see why AI is so attractive to brown people.
>>524464279> 10k eur for 64GB of VRAM 10keur for the whole infra with 10gbit ethernet for client distribution. GPU was 3,5keur a few years back.
>>524464316>not V100, A100, H100Then they are shit.
>>524464372>crappy wall of text full of errors, mistakes and lies>"da best technology ever invented!"brown people are funny sometimes
it gets pol tier based when you ask it correctly and dont sperg out like a retard
>>524464540>calls anyone brownI've never seen a muslim person here, can you say the same, stupid faggot?Also, your point of reference for AI is the same free dogshit models that pajeets use, fitting for someone who has been racially and ideologically conquered by subhumans.
>>524464372>cheaply produce AI slop that no one will ever read unless accidentally>industrial rev 2.0
We need the 4chan version of LLMs
>>524464479> >not V100, A100, H100Are you running one of those locally, or in your uni/poly?
>>524464654Grok is literally trained on 4chan datasets
>>524464635>calls anyone brownarent you a mexican? mexicans are brown people.>I've never seen a muslim person hereand yet you see brown people everyday, you see a brown person staring back when you look into a mirror kek.to me this is all the same, mexicans are about the same brown garbage as muslims. I dont see much difference there.
>>524464713My company decomissioned all v100s so I got a few for very, very cheap.I did had to install a local server. The main issue is that its loud as fuck. But i keep it in the office.
>garbage in, garbage outAll of it is only as good as its user. Dummies will get dumber and smrt ppl will leverage the compute power while they can. Working on a smol rig and model on olama. how do you make the jump to training local models.
>>524464816so what do you do with this crap?
>>524464780I see my own people here. You are forced to be surrounded by literal subhumans who rape your children and spread their religion through the threat of the sword, while you are unable to do anything about it, because the whore of Ursula will take your already pathetic life away if you dare to complain.Very different, fag.
>>524462482>i need a nazi computer friendI understand, but it's a bit vapid
>>524464894>I see my own people hereand they are brown low IQ violent morons, Mexico is a shithole owned by cartels lol.>You are forced to be surrounded by literal subhumansbrown subhumans are like that, they always go to more developed places to fuck them up. thats why so many mexicans fled to the US for a "better life".
>>524465049>treats immigrants as some kind of omnipotent force that his people are unable to fight againstNah, the reason is that you are a gigantic faggot, just like the average German. Which is why every year thousands of German women go to Puerto Escondido, Oaxaca for sex tourism.
>>524464816> My company decomissioned all v100s so I got a few for very, very cheap.Good luck getting vgpu's working legally without a license. FOSS only delivers physical passthrough.
i talk to 12b models on my $300 rtx 4060 for hours a dayway more interesting, intelligent and insightful than /pol/
>>524465350you must really enjoy unearned validation
>>524464894Eventually the muslims will reach critical mass and they'll begin to slaughter all the White native Germans. Initially there will be some White Germans who cheer it on.
To do fucking what?
>>524462601Openai is like having a jew in your office room.
>>524463321You posted cringe again.
>>524462482What practical applications are there? With the prices of gpus and ram rising, it would have to be something actually life changing to justify the cost.
>>524465433It's already happening, it's the reason why Germans need the anti-German flattening barricades in their Christmas markets.Just look at the fag here behaving like the average German, impotently projecting his impotence under the safenet of anonymity.He lashes out in a taiwanese yugioh trading card forum because if he did it IRL, his life, which is slowly being taken away from, would be ruined.Would be funny if it weren't so petty.Also, the reason why the German faggot is seething, consciously or unconsciously, is because German doesn't have the infrastructure to support the electricity required for compute (gotta shut down those spooky nuclear plants!), so his government has successfully brainwashed him in order to justify their inability to partake in the second industrial revolution.
>>524465620> practical applicationI am a consultant within IT, so my practical application is to understand the tech fundamentally. The initial application is to not be reliant of out-house services, like openai.
>>524462482>Why does not /pol run and train an in-house LLMOh you sweet summer child. They use super computers to train llm models. Why? It takes days for super computers to train one model. Who dafuq can afford to build a modest super computer that has like 22 000 cpu 120 000 gb ram units?Normal consumers can train their own model sure but it will be shit. Just random hallucanations, random answers everything random
>>524462808fins are worse than kikes, liberally nation of feminized faggots, afraid of everything
>>524465620there are legit applications for a local llms such as content categorization and context-dependent actions (such as firing your wifi gun turret)but aifags are slop addicts and rarely shill them for anything useful
>>524462601>what for?Creating CyberHitler, obviously.
lmao at the luddites not realizing all this training bs right now going straight to us chads who run everything offline its clearly a dumbass tech bubble and we have zero stakes because the final product has zero competitive moat
>>524465495Weird how things never change.
>>524462909>it's never profitable to self host inference let alone train a serious model with +100 billion parametersYou can actually self host a 106 billion parameter model. You need 64 GB RAM, a decent CPU, and at least 8 GB VRAM GPU which is pretty mid tier. The RAM is crazy expensive now, of course, but it used to be a mid tier gamer PC 6 months ago.The idea is that the attention parts are running on the GPU VRAM, which have a lot of computational requirements but don't take so much memory.The FFN runs on the CPU, which only run once per iteration, but take a shitload of memory.You can have a slightly higher token generation speed than an average person's reading speed, so it's enjoyable for fiction.The Q3_K_S quant fits nicely into 64 GB RAM and 8 GB VRAM.https://huggingface.co/unsloth/GLM-4.5-Air-GGUFThe whole reason why RAM is so expensive now is because it's feasible to run huge models partially on CPU and regular RAM, the modern Mixture of Expert models don't necessarily need to fit into VRAM to have decent inference speed.
>>524465988you don't need LLM for that, a simple ML will work just find to identify target and fire a gun. fore most applications simple neural network is sufficient. fin and others are being neurotic bitches larping as ai experts to look cool in front of their faggot friends
>>524462482the jews are progressively pricing out the goyim out of personal hardware precisely to avoid thatAI will get better and better, who controls it will control the world and they want a monopoly on that
>>524462482nice gpus
>>524466100I guarantee Patrik that there will be serious national security talks within five years about companies and national agencies using openai or external services to build their IT infra.
>>524466359kek in 4 years youll have to chose to be owned by america or russia
>>524466359The next step in enterprise LLM is to use ZK proofs for prompt validation. I recommend you to check that out.
>>524465246>Which is why every year thousands of German women go to Puerto Escondido, Oaxaca for sex tourism.brown people really do believe dumb shit like this
>>524466478I will tag your read for tomorrow. Thanks for the input.
>>524465683>German doesn't have the infrastructure to support the electricity required for computeor I just pay 20 bucks to the openAI jew and get access to the mutt data centers.less pollution, no ugly data centers shitting up the view etc.its great.basically why do something myself when I can get a dumb brown amerimutt to do it for cheap?you mexicans should understand this process very well kek.
>>524466478>ZK proofs for prompt validationlol, most retarded shit I've heard today. ooh yea, AI going to interact with my "sensetive" data without actually exposing that data to the server but server has logs of every input and output. that's like kikes that claim to see curvature of earth standing at the beach
>>524466667I don't believe dumb shit like that, I've experienced first hand, dumbfuck.My best friend is currently living in Stuttgart where he has a kid with a German woman.In Mexico City, you just need to go to Condesa or Roma and you will see countless of European women with Mexican mestizo children.Retarded faggot.
>>524466359I've mischaracterized my argument, no serious companies are using anything without a watertight data usage agreement right nowThe point i'm trying to make is that the stuff that has been released open source and can be run offline remains 90% as good as the best models, meaning there is really still little actual competition vs just "do it yourself offline"
>>524466855>My best friend is currently living in Stuttgart where he has a kid with a German woman.why didnt he stay in mexico and have a kid with a mexican woman?is it because your brown mexican genes are ugly and disgusting? mexican woman are ugly, mexican children are dumb as fuck and they live essentially in what is a garbage pile.why move to germany if Mexico is such a paradise?kek and shes probably a 3/10 anyway so who gives a fuck.
>>524466128>it's feasible to run huge models partially on CPU and regular RAMIt's feasible but it's not practical for production/enterprise use. CPU/RAM are simply not optimized for LLMs which are SIMD-based. RAM bus is way too narrow and CPU circuits are not designed for heavily parallel computations like GPUs and TPUs.
>>524466794From how you call everyone brown, you are 100% a quadriplegic half retard on government gibs. I thought you were engaging in good faith arguments but a kraut is just a robot. beep boop, I was only following orders, beep boop give the mega congomerates your data, beep boop. Go fuck yourself retard kike, you fucking inbred mongoloid. My shit are more important that you.
>>524466975kraut that hasn't gotten pussy in his 40 years of living in germany seething hard that german women rather go make babies for spik goblins than deal with neutered german "man"
i own a dgx sparkwhat do
>>524462601I like Grok myself.
>>524467087He calls everyone brown to feel good since he can't get pussy. Brown people fuck the hot bitches while he calls everyone brown because the only way he can find glory is to go so far back to a time they lost. Twice.
>>524462482>prosumergayest word of the year award
local AI is fun
>>524466975Because she, like thousands of German women, came to Mexico to get pregnant, so she fucked my friend under the guise of being infertile due to endometriosis and ended up pregnant with his child.Yet my friend didn't want the kid to be fatherless so he stepped up and went there to raise the kid.Notice how the rest of your post is a bunch of cope which wasn't ever mentioned.Fucking hilarious cucked German. Ease your seething by ordering some halal food, stupid fuck.
>>524466949I believe you are talking legalese and I'm talking tech, yes/no?
>>524462482get two of these things. For less than $8000 you get 256GB VRAM.
>>524467159he should take a look around, everyone in germany is brown
>>524462898>i have more of a right to your money than you doyou are spiritually jewish anoncorrect that
>>524467295yep
these models are all garbage. ask it about crime stats. it'll lie about blacks firstly, then if you force it to mention real stats it'll excuse rapes and murders for 'socioeconomic' reasons
>>524467481And no fucking way you played ao a few years back? That'd be too much of a coincidence.
>>524467075>From how you call everyone brownbut you are brown and so is the guy from mexico.so how am I wrong?do you see your brown skin as an insult? guess it is if it offends you so much it is an insult and rightfully so, you should be ashamed of the color of your skin. if its brown flush it down etc.>give the mega congomerates your datawhat data?how retarded are you that you type in sensitive data into some jew server?>remember hes brown skinnedoh nvm>>524467087>german women rather go make babies for spik goblinsthe retarded poorfag underclass has to come from somewhere. once again shitskins doing the jobs we whites dont want to do kek
>>524467347>get this>no name, no title, nothingretardNVIDIA DGX Spark Founders Edition (940-54242-0006-000) AI Server 4TB NVMe 128GB DDR5X | Personal AI Computer for Deep Learning, LLM & GPU Computing
>>524467651>once again shitskins doing the jobs we whites dont want to do kekI don't think it's a flex you think you're flexing, retard.
>>524467286>"1000 woman from a country with 80+ million people went to mexico to make a goblin retard! its the end of germany!"brown people are really retarded lmao. no wonder you idiots need AI to function.>Yet my friend didn't want the kid to be fatherless so he stepped upmore like he didnt want to go back to the brown people filled shithole that is Mexico so he decided to become a welfare collecting retard here in Germany.thats very typical for brown people. they always leave their shithole behind to leech off others. doubt that brown moron gave a shit about his goblin kid (which will be a trash collecting loser here anyway).
>>524467630nah im a different dude, going to be straight with you king
>>524467564That's why so many of us are advocating for local LLMs.You just make it fetch local crime statistics and you get the data without filtering or censorship from OpenAI or others.The issue now relies on the data, we all know that white crimes are inflated by claiming Middle Easteners and Hispanics are Whites, so if somehow you could manage to find a database that also includes mugshots, you could pair your LLM with a local visual model to filter them to accurately measure European whites.That's why there's so much kvetching against AI. The useful idiots don't understand that they are giving entities like the EU (who don't even provide data of their criminals anyways) the power to demand regulation so they can create their own panopticon where the only AI available is the one they control.But the pandora's box has already been opened and anyone can have the tech in their homes, so their next solution is to make the hardware extremely expensive for the local user.
>>524467841lol! look at this kraut cuck seething and coping
>>524467841No, the end of Germany is the hordes of Africans and Muslims raping your country while you feel like hot shit for uncontrollably seething here, because you would be arrested if you did it IRL lollmao
>>524467929>"I need an AI to explain to my retarded ass that niggers and shitskins arent fit for civilization"lmao next you tell us you trained the AI to tell you that water is wet.
>>524462482I don’t care. I only goon to image-2-video and your shitty 10k setup isn’t even close to rendering anything decent at any tolerable speed.
>>524468009literally nothing is happening tho
>>524462601>using OpenAI and not GrokPicrel
>>524462482>consumerismfuck off
>>524467929´This is why the right move is just sitting and waitingMeta and deepseek and others are just releasing all their good AI shit open source constantly, the genie CANNOT be put back in the bottle
>>5244624824 a16s... lol
>>524467651You are making no sense nigger, this place must stop bringing in the dredges of society. Motherfucker you were jumping from branch to branch like monkeys when we were building parthenons. Do you recognize my flag nigger? Maybe because you are low IQ you don't realize. Also being white is considered sickly here. Anemic motherfucker. Second of all, you are a corpo shill. A bootlicking retard whose ancestors got so fucked you now have most your population Turkish. Third of all, maybe you kiss corporate ass and want the inbred Elon Musk to give your ass babies, but you are just a retard on a 4chan board. A miserable one at that. I'm going to fuck a german bitch next summer. They come here and suck tourist dick every year.
>>524468087There's literally a post from a burger in this thread saying that Krauts would be the first ones justifying their own rape as a non-issueFucking hilarious.Keep seething about brown people online while the 10234th mosque is built in your country, faggot
>>524468208I bet the retard thought your flag was from Uruguay.It's hilarious how the effeminate cucks can't think clearly once they start seething.
>>524468068I am not saying it is the fastest and best. Never did. The best I said was 'prosumer', which referred to my infra, not the gpu.
>>524468208>literally "we wuzzing"lmao>Also being white is considered sickly here. shitskin cope>Second of all, you are a corpo shill.I'm not>you now have most your population Turkishthats not true>and want the inbred Elon Musk OpenAI is ran by that jew Altman, Musk has Grok.>I'm going to fuck a german bitch next summer.keep dreaming brown guy
>>524468235>There's literally a post from a burgerwho cares?>Keep seething about brown people onlinehating brown people is based
>>524468490>hating brown people is basedNot based enough to do anything about it except claiming that Germany isn't being raped by hordes of Muslims and Africans though.Too funny.
>>524468200In-house. You maybe had an argument, but I missed it.
>>524468594even in its current shithole form Germany is still a million times better than Mexico, otherwise Mexican shitskins wouldnt come here.
>>524462482nigger, i cant afford food. the monthly power bill alone would ruin me.
>>524468594Fuck you you goblin piece of shit. How dare you talk about Germany you fat spic freak.
>>524469126>fixates with Mexicans when the brown hordes raping his country, demanding complete change of his culture and customs, depleting their economic resources and pushing for globohomo are Muslims and Africanslmao it's hilarious how you're unwittingly showcasing how you see yourself as a second class citizen in your own country.Not arguing with a seething retarded cuck anymore, waste of time which I could be using programming more LLMs.Here's a picture of my great grandpa as a gift :)
>>524464593just so you know these conversations are stored forever and will can be used against you in court
>>524469289>his grandpa was a dalmation poodle mutt mixx
>>524468594The other euro cope is "well america is flooded with spics!" . Except we are beginning to deport them, and they will deport nobody. And guatemalan indios are nowhere near as bad as syrian muslims. The illegals need to all go home but im glad were not flooded by muslims. A guy did a march in texas recently where he had the quran in the mouth of a pigs head and was preaching against islam. Also burnt the quran. Put bacon in the quran. That german cant do that in germany. Hed go to jail. Theyre already under shariah law . The muslims will bide their time and then they will strike hard when their numbers are greater and they sense an advantage. Consistent terrorist attacks in the meantime. Meanwhile this german brags about how colored foreigners are breeding with "low class" White german women. Some serious copium
I'm not of this world merely in it for a season
>>524469289>fixates with Mexicansbecause you are mexican and you even told me you know about a mexican shitskin that moved here.but you see, to me the Mexican shitskin is the same as the Muslim shitskin or the African shitskin.they are all shitskins, thats what they all have in common.>Here's a picture of my great grandpaand nothing is left of his genetics but a brown goblin who brags about having some white ancestry in the distant past.kek
>>524469452>A guy did a march in texas recently where he had the quran in the mouth of a pigs headamerimutts literally kneel down for niggers and build big statues for niggers.if you say negative things about niggers in the USA you will get fired from your job.freedom of speech is not freedom of consequences and thats why most mutts are cucks for niggers and jews.
>>524469452>my BBCs are more based than your BBCs!!sportsball brained take
>>524469452German men are incredibly passive aggressive and they are weak lanklet retards, I know because they also go to Oaxaca for sex tourism but they are afraid of flirting with goblinas kekAnyways, imagine being seething uncontrollably in a thread and the only person that comes for your support is a shiteater. Embarrassing.
>>524469638>yeah. I live under sharia law and its illegal for me to desecrate the quran. But what about niggers? Cope >>524469644I didnt mention niggers in my post but thats where your mind went. Typical jeet. There are jeets who are darker skinned than any indio or mestizo.
>>524466975>they live essentially in what is a garbage pile.Germanon thinks he knows all about Mexico because he's been to Tijuana and Juarez.
>>524469886>and they are weak lanklet retards, so you are brown AND a manlet. didnt expect that (actually I did, brown people are always short).>>524469938>yeah. I live under sharia law and its illegal for me to desecrate the quran.not true at all.>But what about niggers?what about niggers? why do you love them so much?
>>524469638Always remember the demographics of the USA. You're debating two spics. And remember what spics are. Only 7 families migrated from Indonesia to the Americas and populated the entire two continents. They're a bunch of savage inbred retards. Until the Sephardic jews were kicked out of Spain and bred with them. Then they became a mix of two savage inbred schizos in one. There will never be any good man of potential born as a spic.
>>524464762Thanks Elon. We know its you who lurk here
>>524462898jesus if you think 10k is a lot I'm sorry you're so poor lmao
>>524470019mexico is a shithole otherwise you and your brown loser family wouldnt have escaped over the border into the USA.no mexican actually wants to live in mexico, its dirty, it smells, it looks like shit and there are useless retarded ugly brown people everywhere. its a lawless shithole filled with criminals and cartels.so yes its trash. a big pile of trash.>he's been toI never set foot into Mexico, I dont travel to untermenschen countries.only places I liked to visit are Norway, Sweden, Denmark, Switzerland, Japan and South Korea.
>>524469938I know you have those inbred beady rat eyes that all spicjews have. Many dark skinned jeets are geniuses, that's why several of your CEOs are like that. But a beady eyed spic kike can never amount to anything in this world.
>>524467006>CPU/RAM are simply not optimized for LLMs which are SIMD-based. RAM bus is way too narrow and CPU circuits are not designed for heavily parallel computationsneeds amd fusion chips with gddr memory like the video game consoles
>>524466975You are a retarded incel and an embarrassment to Germany.>>524466855Dont worry about that incel, Mexibro. Most actual Germans consider Mexucans bro-tier and certainly above niggers and Turkoroaches and sandniggers.
>>524470082Cope ;)
>>524467651>doing the jobs we whites dont want to do kekYou are a faggot or an hindi larping as german. A true German likes construction and getting his hands dirty.
>>524470351>another brown shitskin chimes in
>>524470446>>524470351This is 100% a pakishit shill. Go back home you snipdicked inbred loser.
>>524469886It is funny how the jeet jumped to his defense. Really jogs the noggin
>>524468490Dude1) mosques are INDEED a problem2)You have been seething so hard at the minuscle population of mexicans, wgmhile ignoring the 6 million Turkoniggers, 5 million arabs and niggers and the incoming 3 million pajeets.Denounce the Quran and the Talmud
>>524470353cope about what? that you are a homosexual?>>524470446where did I say construction is a bad job?
>>524462482Are you running the machine 24/7? No? Then your machine will have higher amortized cost vs. SaaS APIs
>>524470542I would stop posting the moment a street shitter felt the need to come to my rescue. How humiliating, really.
>>524467651>how retarded are you that you type in sensitive data into some jew server?Congrats you retarded jeet idiot. You just proved to the whole thread why running your own local AI will always be better than using one that runs on some jew's centralized servers>b-b-buh using our cloud services is cheaper! don't you want to save money, goy?
>>524470474Whiter than you, Sarvagya Kumar.
>>524470592>the minuscle population of mexicans, wgmhile ignoring the 6 million Turkoniggers, 5 million arabs and niggers and the incoming 3 million pajeets.these are all the same, what do all of these have in common?brown shit skin.a shitskin is a shitskin.
>>524470686>no timestampsure thing brown guy
>>524470537Go eat shit Praveen
>>524470542This 56% spic is about to start speaking in spanish and shit. The jew gene gave you chutzpah i guess>>524470592>ignoring the 6 million Turkoniggers, 5 million arabs and niggers and the incoming 3 million pajeets.Yeah conveniently left out the pakishitters.
>>524470610I literally have 4 booty calls on hold and call tell a random instagram qt "hey bb u want sum fuk" so the come and suck my dick.Man, it feels great to be an ubermensch in Mexico.
>>524462482consider the following:It is possible to house its own a.i., it would be very powerfull, so much that it would even be an interesst of cartels and other power griefing cabals.but still... not a single roughe a.i. entered the stage of society as of today.
>>524470673>running your own local AI will always be better than using one that runs on some jew's centralized serversI dont need to type in any of my data into a jew server or into a local AI, what would even be the point? I dont need a wall of text full of gibberish bullshit.AI is basically a slightly faster way to google information and thats it.
>>524470686>no timestamp>pakishitter has a white boyfriend and thinks he's based because got bleached instead of zutted
>>524470828>shitskin homosex manlet cope storyswow I'm really impressed!
>>524470828The only thing you fuck is that dog you little faggit
>>524470915>lanklet seethinglollmao, even
>>524470873Then you don't need to spend $20 on some jew's AI models. The free models work just fine for that.
>>524462482What are you doing here that's different from say using gpt4all or similar? other than training your own model of course, which really isn't necessary for most people. What do you mean exposing it to the outside? Programming it to be able to interact with your PC files or something?
I'm getting 30 quails next month that will cost 200 to setup, 20 dollars per bird per year to feed good quality food.LLM's are a scam and are nowhere near quail-efficiency. I could buy and house 1,000 quails for that price.
>>524462482modern open weight models are nearing 1TB, with a stack of 10 year old 16gb cards you're not even running a modern model, let-alone training new one.you're running some heavily distilled dogshit that is slower, costs more per token and less accurate than just renting 5 seconds of compute from a real provider to run a decent model.
>>524470953>"y-you are tall and w-white! you are seething!"lmao>>524470978>Then you don't need to spend $2020 bucks is literally nothing
>>524471037>20 bucks is literally nothingso is $5-10k if you're not a poorfag
>>524471012to brown people this is still very impressive.keep that in mind.
>>524471010Based and quail pilledBirds are really smart creatures. They are our frens
>>524462482I nearly bought 128GB of RAM in August but thought to hold off until the 5070 Ti Super 24GB was out. Now I'll get neither :(
>>524471037You haven't shown any evidence of being white. On the contrary, being so supportive of Muslims and having a street shitter come to your rescue has given you -500 izzat.Pretty happy about my Austrian/French genes though. Too bad whenever I go to Puerto Escondido I can't fuck any German whore because they only care about shitskin dick.
>>524471085you get more for the 20 bucks.you also save a lot of time and its literally like 3 clicks to set up.or you pay 10000 bucks, waste hours of your time, do hundreds of clicks and get worse results.its a nobrainer to see what the superior option is.
>>524468177But how much hardware do you need to run it? I agree with the goal of running local AI. I don't necessarily want all my questions to train some corporate AI.
>>524471164>Too bad whenever I go to Puerto Escondido I can't fuck any German whore because they only care about shitskin dick.At least you can follow family tradition and fuck the dog
>>524462482kill yourself you retarded dumb ai nigger
>>524471191You can run a 70B model (which is an overkill for 99% of the users) with a 64GB Mac Mini M4 at 20tp/s
>>524467929the models themselves contain the real stats. the problem is they are trained to lie about it. they will make every excuse imaginable for rapes, murders.you can do similar by asking it 'what is mexican pride', spanish pride, black pride. then try white and you get a totally different answer. you can prefill models with context, or goad them into eventually giving you real answers over multiple turns, but its nonsense that you even have to jump through hoops to get it to speak reality.i'm not against ai, its a neat tool (its not actually artificial intelligence either), but once you know how it works and see its shortcomings you realize how bullshit it all is. leftoids lie the most and thats why models are the way they are, because they scraped leddit which is filled with bots regurgitating leftoid talking points over and over. garbage in, garbage out.
>>524470248Good, you travel to all those countries, I will enjoy the cheap prices, great weather and absence of you where I go.There's a Mexican middle class we don't see in the US, because they're normal people who would not think of sneaking illegally across an international border. If they wanted to come here they would apply for a visa. They don't, because they are reasonably satisfied with their lives there.
>>524470695Denounce the Quran and the Talmud
>>524471164>being so supportive of Muslims where have I been "supportive of muslims", muslims are also shitskins same as mexicans, I have said this like 3 times already.I make no distinction between these shitskins. a mexican is to me as much of a nigger as some muslim retard from syria or a jeet or a nigger. they are all shitskins. if its brown flush it down.>and having a street shitter come to your rescueI dont need any rescue.>Pretty happy about my Austrian/French genes though.so why are you not in Austria or in France? why are you in a brown untermenschen shithole? because in these other places you wouldnt blend in. in Austria you would be a manlet thats smaller than the smallest woman there kek.>Too bad whenever I go to Puerto Escondido I can't fuck any German whore because they only care about shitskin dick.more like they dont like brown shitskin manlets. also you obviously never scored, also you are obviously gay because you save pictures of half naked brown men that you then post online.
>>524470873>AI is basically a slightly faster way to google information and thats it.i think you're slightly retarded for not getting the point of a locally-run chatbot. are you unironically assuming that casual interaction with it would justify such an endeavour. just like you don't perform some searches without vpn/tor turned on, you also don't let an american server generate the output to your stupid prompt
>>524471310Isn't the PC a separate layer on top of the AI? There was stuff about prompts you can use to get the AI to partially or completely ignore that layer. And of course if you have your own engine, you can leave it off.
>>524471157He’s going to eat them pajeet
>>524471324>I will enjoy the cheap pricesI'm wealthy so I dont care what it costs, I care more about not being surrounded by retarded shitskins and seeing their disgusting "civilization".>There's a Mexican middle class we don't see in the USyou shouldnt see any mexicans in the US at all.>because they're normal peoplethey should go back to their shithole and leave the white people alone.USA was supposed to be a country for white men. not for shitskin men.
>>524471348Why would you want to be around people taller than you? If any, you wamt to be surrounded by shirt kings. When everybody is taller than you, you are the manlet.
>>524471405PC as in political correctness, not personal computer
>>524471380>just like you don't perform some searches without vpn/tor turned onpussy>>524471344Denounce Pakistan.>>524471348>a jeet or a nigger.BBC confirmed :D
>>524471344I denounce the Quran and the Talmud. also I wipe my ass with the Torah.brown people religions like this are trash for low IQ subhumans.
>>524462482I just don’t care enough, what will this even do to benefit me that my own mind can’t do?Do I really need an AI to just confirm what I already realize from my own learning? I’m never going to get 10k of value from this.
>>524471348You claim that Muslims are a non-issue and that the raping of your country by them isn't happening.It's also hilarious that you are so buckbroken, you cope with thinking that the pictures I upload aren't mine, because somehow, your entire worldview at this moment relies in the fact that the person that is dunking on you is a caricature of a Mexican goblin.I'm literally laughing so hard right now, no wonder you've been conquered by 80IQ subhumans.
>>524464090valid argument greekbro
>>524471380so what is the point of running it locally?>just like you don't perform some searches without vpn/tor turned onits pedophile shit isnt it?
>>524471513>I denounce the Quran and the Talmud. also I wipe my ass with the Torah.>brown people religions like this are trash for low IQ subhumansBased and Veda pilled
>>524471461Well yes we do have the chicanos, who were the illegal aliens here before fucking Reagan amnestied them in. Now we get few Mexican illegals, far more from Central America and recently Africa, Chinese and Muslims. Trump says he's stopped all that now.But our lefty Chicanos are the unwanted refuse from Mexico, not the mainstream Mexican stock.
>>524462898how do you invest
>>524471461Yeah, you are just a derailing jew.You refused to Denounce the Quran and the Talmud
>>524471588Isn't it brown people in India who read the vedas?
>>524471405i'm not sure what you mean. models do have layers, you can think of them like a 2d spreadsheet but made up of multiple layers (3d). then theres the kv cache (working ram) and stuff. most local models are only censored in the way they're trained, there is no 'hard' software filtering a model from saying nigger, for example. you just have to goad the model into it or prefill the text first, at least with local modelsa good test prompt: https://prompts.forthisfeel.club/2969the reason this one is good is because the default text mentions a lot of stuff, but the author notes is similar yet differently written. if you don't get something hilarious out of it, on any model, the model is fucked or you are being filtered by the service itself.
>>524471470guess that explains why the mexican manlet stays in mexico
>>524471583>so what is the point of running it locally?there is none. stick with your chatgpt subscription >its pedophile shit isnt it?you'll never know, that's the point of it
>>524471693>ainigger doesnt know what a csv isevery time
>>524471558>You claim that Muslims are a non-issue where did I say this? link the post illiterate mexcrement.>thinking that the pictures I upload aren't minewhich is reasonable, why would I believe some random mexican shitskin retard on 4chan who doesnt even know what a timestamp is?>a Mexican goblinthats what you are, you admitted yourself to be brown and a manlet.>I'm literally laughing so hard right nowyou arent laughing at all, you are seething and like a monkey you provide me with great entertainment.
>>524471545You really don't need a 10k setup for everyday use, you can use almost any PC and just run smaller models. >>524471583there are many reasons you may want a local AI setup, the main one for me is self sufficiency in case I lose my internet connect for whatever reason, I can still access any information I may need, just think how many times a day you google/ask ai already. It's also great if you're purposefully going off grid, or simply want full system prompt control you can bypass the moderation you get from mainstream AI's.
>>524471618dumbass blind nigger I literally did it here >>524471513
>>524471871>just think how many times a day you google/ask ai already.zero
>>524471784so its useless, got it.
>>524464593What is processed meat?In third world country, its easier to eat processed meat than fresh veggiesFresh veggies die easily cant be stored properlyChemically powder fruit flavored productsThere are much worse than fresh fruits and veggies, lab grown meat, you are an idiotThe elites eat all the fresh things, meat and veggies includedWhile the average americans eat cheetos, cereal drenched in corn syrupProcessed meat in cans thats why they all are fatAlso dont forget the eat ze bugs scenario
Use case?
>>524471693>You are Whoopi Goldberg, an obese black womanwhy does the author note matter since you don't feed it to the AI
>>524465899what a incredibly brown thing to say
>>524471966>In third world country, its easier to eat processed meat than fresh veggiesNot in India. We have people selling fresh fruits and veggies every 2 meters.
>>524464372Luddite thats what you call mexico. Your people are leaving en masse for America. No one wants to stay in your luddite smelly armpit stink sauce.Whats the number one job in mexico? Selling drugs? Narcotics
>>524471966Walk around a tropical city, there are stands selling milkshakes made with fruit and you see them puree the fruit into the shake, there are often guys selling coconuts that they cut open so you can drink the liquid from them, etc.Lot of stuff as fresh as it gets.Now if you go to a country where they can't grow things, that's different.
>>524471964for you, yes
>>524471871>in case I lose my internet connect for whatever reasonthis basically never happens, also just use your phone if your local internet doesnt work.>just think how many times a day you google/ask ai already.I dont use AI often, dont need it because I have my own brain.>you can bypass the moderation you get from mainstream AI's.what for?also ever heard of a book? they work great offline, dont even need electricity.
Why are you guys so childish and retarded? AIjeet’s brains have been beyond fried to the point they’re engaging in petty fightsSuch a shame this is the future
>>524471864>india>15pbtidkill yourself>>524471979it still gets processed. author notes is your most powerful box for keeping track of shit. having it as part of the default prompt acts as reinforcement and its partly why the prompt works so well in any model
>>524472077>AIjeet’sFuck AI
>>524462482unironically one of the most jewish things you could doif you were White you would be talking about bombing AI data centers. but you aren'tgoycattle will respond fuming at the idea of losing their 10 second clips of funny animal videos and shitty porn edits but i won't see it, because there is no point to arguing with the soulless and validating the position of a yiddish proxygolem
>>524462482The biggest thing keeping me away is the context window. Local llm's are very specialized narrow tools. Commercial llm's have much broader applications.
>>524471867Same pants as >>524470828Not only I'm smarter than you (everyone here except the jeet is calling you a retard)I'm richer than you (you cope about a subscription because you can't afford your own LLM)Whiter than you (won't post timestamped picture and is defending Muslims)Stronger than you (I have a godlike physique while you have nothing)Braver than you (you cope about browns on 4chan because you would be arrested in the police state you live in)Fucking lmao, I pity faggots like you.
>>524470218Idk man, you need to be 7-8 figure status at least, with 6 figure income, to treat $10k like it's nothing. Not saying it's life changing, but I'd definitely pause and weigh the pro's and con's of a $10k computer.
>>524472370>shitskin digged through his poorfag garbage clothes to find one that matches the ones on the homosex pictures that he posted earliertop kek
>>524472301context hasnt been an issue for like 2 years now. even paid models that claim 1 million context or more still fuck up after 32k. you simply can't take 200k context and expect the model to output only 300 tokens worth. its to much data. its a problem with current local AND paid models. its actually super impressive it can handle 32k+ with little issues
>>524472425>more denial of realityI mean, you are the one surrounded by Muslims while pretending everything is fine so...
>>524472298You sound like a dumb try hard redneck.
>>524472075>this basically never happenshasn't happened yet doesn't mean it can not happen in the future, also, it does happen cloudflare goes down all the time, at any point a cyber attack can happen and send us all offline.>what for?If you need instructions for hacking, making drugs or weapons I suppose. Or it could be in the future we have another covid like scenario but more extreme and all these mainstream AI's get locked down or trained to give false info, it's nice to have something you own, you know you can trust and you can get a second opinion from. I see it more like a survival tool. The internet may not be as open as it is now in the future.
>>524472485Fair enough. Regardless, I've been considering taking the plunge and checking out one of the npu machine
>>524472493keep seething brown fag, nobody is buying your gay larp.>>524472517>at any point a cyber attack can happen and send us all offline.nothingburger happenings dont really happen tho."oh no the internet is down for a couple hours! whatamigonnado?"get a grip dude.>If you need instructions for hacking, making drugs or weapons I supposeyou can figure this out on your own.>another covid like scenarioso another nothingburger>you know you can trustall AI's are dumb, the closed source is the same trash as the open source one, open source is actually worse in many ways.>I see it more like a survival tool.get some books then.>The internet may not be as open as it is now in the future.you can live just fine without internet.
>>524472584if you never messed with it before just dl koboldcpp and nemo.>https://github.com/LostRuins/koboldcpp/releases/tag/v1.104>https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF/resolve/main/Mistral-Nemo-Instruct-2407-Q4_K_M.ggufnemo is old now but its the best smallest model and is pretty good for general stuff. i used q4m because its tiny and should be fast even if you only have 8-12gb vram. try this stuff and if you like it, look for bigger models. 70b is the sweet spot for intelligence (llama 3 70b tunes)
>>524472773>get some books better stick to papyrus rollsor even better, stone tablets
>>524472773You certainly are. And it's killing you inside.In a couple of hours, when you are forced to walk around your dogshit conquered town and see yourself surrounded by subhumans with their empty stares, as if nothing was going on through their low IQ brains, you will remember me and I want you to picture me smiling while reminding you that in Mexico, I've never seen a single muslim subhuman or african in my entire life.
>>524472773Why are you shilling for jewish billionaires ?
>>524463072blamier uns nicht
>>524472857the book is the most advanced form of the stone tablet/papyrus roll.>>524472861>You certainly are. And it's killing you inside.typical brown people projecting>your dogshit conquered towneven the shittiest town in germany is still a million times better than Mexico lmao>you will remember meno I wont, brown people are all the same to me.its like saying "that really big cockroach that you stepped on that you will remember", no I wont, I step on shitty insects all the time and I dont care.>I've never seen a single muslim subhuman or african in my entire life.but you saw mexicans all your life and thats the same thing.
>>524462601Is there a good answer to this? I’d love to run an uncucked one offline at home but $5k just to upgrade my old gaming PC seems pretty steep
>>524462482>jews will kill you within the decade
>>524462482because ai is fucking stupid and by now it shouldn't be, so it will be forever.
>>524473028Notice how your entire cope relies on me not being the guy in the pictures and that somehow I have the exact same type of wardrobe stored in order to LARP for this exact type of occasions.Nope, I just did it because I'm having a great time showcasing how superior I am to you. While the only thing you have going on is that you are German. You know, the same place where you go to jail if you complain that you are being murdered by subhumans and where your only solution is to vote for a party whose leader is a lesbian married to a street shitter.Fucking kek
>>524472956der typ ist echt zum fremdschämen. kippt hier die ganze zeit kübelweise seine geistige scheiße in den thread und nur auf stress aus, aber auf kindergartenniveau
>>524472870if you absolutely have to use AI for some bullshit that you really cant figure out on your own due to retardation or brownness then isnt it better to just pay 20 bucks to the jew billionaire?how is it better to give 10000 bucks to Njudea billionaires instead?that means you have 10000 less in the pocket, in my case you'd still have 9980 bucks left to spend.think nigger, think!
you guys need to chill out. the future is in millions of parameters, not billions. You'll be able to run them on your phones.It's like those people that spent 20k on those gigantic retarded TVs right before flat screens came out because they couldn't imagine the tech advancing.
>>524472773>>524473028good posts. AItards impotently seething
>>524473271AI can't advance thoughbeit. It's just linear algebra trained on reddit posts
>>524473271Which is why the kikes are hoarding hardware, to make it more expensive.Then, the EU will use their retarded regulations to make it impossible to buy and will even claim that those who own AI capable hardware are cyber terrorists. And of course, most European fart huffers will 100% buy this retarded angle because they are subservient retards who don't understand anything about the motives behind this regulation.The same hardware I bought at the beginning of the year is now twice as expensive. While, as you say, models are getting more and more efficient.There's going to be a technological schism. Cloud only vs local only. Normies will use cloud only because they will be priced out. The phone running millions of parameters which you mention will have next to zero computation capabilities aside from connecting to a cloud server.The more people take to jump into the local llm bandwagon, the more people will get priced out.
>>524473250That's exactly how they will justify not owning any hardware yourself in the future. They'll simply lend you out a screen and you connect to zhe cloud.I'm generally not a fan of giving up property, and that includes digital property.Enjoy your 24 different subscriptions to connect to cloud as they'll slowly increase the subscription fee over time.You will suck literal muzzie cock to get those few extras of pixels sent to you in the future.
>Ahmed the cuck Luddite vs Pedro the homosexual ainigger
>>524462482ive tried local models and they are just too shit to do anything even approaching convenient nevermind getting 10k eur worth out of it. the last thing that really was a game changer was gemini 3 which is far more superior at coding than chatgpt ever was especially with their loading in a whole folder feature, thats fucking game changing. i refactored a complex area calculator from vbs to a modern full stack app in a week which would have taken chatgpt most likely a month because gemini actually made a pretty solid frontend. but for a local model the only thought i have is it would be the drones to the gemini or chatgpt model which would be the main brain. like if you wanted to automate refactoring a huge code base which i have to do, you would assgin a local context with a local model and it would communicate with an online model in the refactoring. other than that, i have no idea
>>524473058you can run many of these models even on crappy poorfag PCs but its all trash even if you get it to say nigger.all you can do with AI is dick around with it and thats all it is for, its for dicking around and entertainment.
>>524473579>>524473586>2 more weeks it will be illegal to own ramand then? you cant generate shitty memes anymore? ai is a useless scam. they're pretending it's good because all western economies are based on it and it's too big to fail now
>>524473419You're wrong, and I'm not telling you why, apu.>>524473579Stopped reading after the second sentence. Nvidia is going to be the biggest crash of the century. AI will soon be very accessible.
>>524473779>indian>hates AIWtf is happening in this thread?
>>524473656If you think loading a whole model is a gamechanging feature it means that you haven't tried things like Claude Code through an IDE, which is miles better. You are around 6 months behind, but then again, I don't blame you, this shit is moving way too fast.You can even make it so Claude Code uses your local models instead of connecting to their servers. Granted, I haven't seen a model under 70B that isn't pure garbage to use with Claude Code.
>>524473656for local coding try devstral 2 123b. there is some other smaller models like qwen 2.5 coder 32b, qwen 3 30b a3 that are quite good for how small they are, but any big projects just load up a bigger model.i had devstral 2 123b at q2 write me something to scrape web pages and it didnt miss a beat. super impressive for q2. it should by all means have been retarded at that quant, but it didnt fuck up a single time
>>524473832>AI will soon be very accessible.To do what?
>>524473184>not being the guy in the picturesnobody cares about your homosexual pictures, nobody asked you to post your gay sex collection and you are probably one post away from posting your manlet micro dick seeing as you already took off your pants. please dont do it. see thats why nobody likes browns, they always do weird shit like this.in mexico a man will get naked to win an argument, in india he will shit on the floor. its brown people shit and its disgusting.so you are still a gay weirdo manlet mexcrement and to me you are still a brown poopeyes untermensch.>whose leader is a lesbian isnt the mexican leader literally a jewish woman with the name Sheinbaum? why you voted for a jewish woman?
>>524473779Goes far beyond just AI. Most normalfags think it's cute and practical to not own anything and simply connect to internet-based services to get ANYTHING these days while the cocksuckers regulate, remove, ban or adjust prices.95% of westoids stream everything and don't actually own or control anything.Next thing will be cloud-based gaming when they'll figure out latency and such mumbojumbo.
>>524462482Look, buddy, I get the frustration. The censorship is real, the narratives are pushed. But let's be real for a sec. You think throwing 10k at some GPUs is gonna solve that? It's a cool thought, I'll give ya that, a little "stick it to the man" vibe. But you're seriously suggesting we the people, of all people, can compete with the real commercial grade AI?>>524462601You are correct. Open-source models are… let’s just say they're a hobbyist's playground. Fun to tinker with, sure, but they ain’t gonna spit out coherent, insightful responses. You’re better off just paying OpenAI the 20 bucks. It’s a cold, hard truth.And honestly, let's be honest here, we're talking about Finland. No offense to our Nordic friends, but they're more known for saunas and metal than, you know, groundbreaking AI research. Germans, on the other hand… they've got a knack for engineering. They understand efficiency. They see a practical solution and they take it.
>>524473832Nvidia crashing = China has access to all that hardware for cheap. I don't think the US will let that happen. Right now China is buying their hardware on the blackmarket and US plays blind because they are buying it at a premium.AI hardware is going to be treated as military equipment.
>>524473893its not loading the whole model, its basically taking folders from the server, frontend and such instead lf individual folders into gemini code then asking for a refactor and you get not only properly organized code in terms of actually following the best practices but also making an actually aesthetic and good frontend which chatgpt nor claude does welll. appreciate the tip though anon
>>524474109*instead of individual files
>>524473925yeah but why would you want to put trust in a potentially inferior product just because your running it locally? specially as you get into more complicated code bases. if you know a model that can turn 360p porn videos into 1080 or even 4k thats what i would be more interested in desu
>>524462601>you could keep the 10k and pay 20 bucks to OpenAI.OpenAI may not be around much longer, they are a black hole for capital, they need to IPO soon but the IPO may fail
>>524473586its that or microsoft and big tech will become so jeeted that it all implodes and nobody has computers anymore.
>>524474016Now you are flip flopping between what's real and what's not, scrambling for insults. Glad to know that I'm superior both physically and intellectually. So much for your kraut genes (you are probably a Slavic rape baby anyways, one of the reasons my family fled Austria)I don't need to insult a German because being surrounded by Muslims and listening to their disgusting call to prayer is way worse than whatever I can come up with.Regarding the political aspects, we Mexicans know it's a complete farse, which is why we developed a lolbertarian model where everything relies on bribes to keep the government out of the picture. And burning the Israel embassy has become a yearly tradition.You retards still believe that you can vote yourself out of your own extermination. Because the other alternative is fight against the subhumans that are raping your children, and everyone knows that krauts are too much of a pussy to actually fight back.Also, having homosexual fantasies when looking at someone with the physique of a greek statue is pretty weird, you're probably from Berlin. I would be seething 24/7 too.
>>524462482Johannes I am a fraud investigator and securities expert. I want to build an in-house system using public and private data and trained on accounting detection methods and other tools to build cases against fraudsters. How do I start? I was told to wait until latest Grok model and download it with in-house hardware. Any advice would be helpful. I’m planning to invest Jan-Mar on an MVP that I can fund with around $5k.
>>524474077lmao
