The MSI motherboard I use has 3, and with the PCIe expansion card installed, I have 7 m.2's. There are some expansion cards with 8 m.2 slots.
You can also get SATA to m.2 devices, or my fav is USB-c drives that hold 2 m.2.
Getting great speeds from that little device.
I’ve paired my Z-Image Turbo with SeedVR2 upscale, running on a RTX3060 12gb, 32gb sysMEM, generates in 40sec. I’m holding out for Z-Image Edit that is a larger model, once that is out… going to be interesting. Oh and to train your own ZIT LoRA, takes 5hrs for 3000 steps. So fast.
Z-Image Base and Z-Image Edit have been announced as being the same size (or, at least, the whole set has been announced as being in the 6B size class) as Turbo, but slower (50 steps with CFG, apparently, from the announced 100 NFEs compared to Turbo's 9 NFEs, where turbo doesn't, in the use they reference, use CFG.)
The latest of the big three... OpenAI, Claude, and Google, none of their models are good. I've spent too much time monitoring them than just enjoying them. I've found it easier to run my own local LLM. The latest Gemini release, I gave it another go but only for it to misspell words and drift off into a fantasy world after a few chats with help restructuring guides. ChatGPT has become lazy for some reason and changes things I told it to ignore, randomly too. Claude was doing great until the latest release, then it started getting lazy after 20+k tokens. I tried making sure to keep a guide to refresh it if it started forgetting, but that didn't help.
Locals are better; I can script and have them script for me to build a guide creation process. They don't forget because that is all they're trained on. I'm done paying for 'AI'.
I have this impression that LLMs are so complicated and entangled (in comparison to previous machine learning models) that they’re just too difficult to tune all around.
What I mean is, it seems they try to tune them to a few certain things, that will make them worse on a thousand other things they’re not paying attention to.
The API is a way to access a model, he is criticizing the model not the access the method (at least until the last sentence where he incorrectly implied you can only script a local model, but I don’t think thats a silver bullet, in my experience that is even more challenging than starting with a working agent)
Just a fair warning, it likes to spell Acknowledge as Acknolwedge. And I've run into issues when it's accessing markdown guides, it loses track and hallucinates from time to time which is annoying.
That's an actually nice setup.
Have you looked at Z-Image and the Pixel LoRA that was released? I've found it works fairly well at keeping the pixels matched with the grid.
The Z-image turbo model is pretty heavily distilled. I can't imagine using it for any marginally complicated prompts.
Are you talking about the LoRA by LuisaP?
Somewhat ironically, that LoRA's showcase images themselves exhibit the exact issues (non-square pixels, much higher color depth than pixel art, etc) that stuff like this project / unfake.js / etc. are designed to fix.
> The Radical Left Democrats shut down the government. This government website will be updated periodically during the funding lapse for mission critical functions. President Trump has made it clear he wants to keep the government open and support those who feed, fuel, and clothe the American people.
> Senate Democrats voted to block a clean federal funding bill (H.R. 5371), leading to a government shutdown that is preventing the U.S. Small Business Administration (SBA) from serving America’s 36 million small businesses.
> Every day that Senate Democrats continue to oppose a clean funding bill, they are stopping an estimated 320 small businesses from accessing $170 million in SBA-guaranteed funding.
> As a result of the shutdown, we wanted to notify you that many of our services supporting small businesses are currently unavailable. The agency is executing its Lapse Plan and as soon as the shutdown is over, we are prepared to immediately return to the record-breaking services we were providing under the leadership of the Trump Administration.
> If you need disaster assistance, please visit sba.gov/disaster.
Just to add some context to this "clean federal funding": a "clean bill" here means "let things expire". Democrats are fighting for a continuing resolution which extends whatever is about to expire.
In this case, the ACA subsidies would expire if a clean funding bill is passed.
The Democrats already lost the battle on those things (cuts to Medicaid + no extension of Obamacare subsidies) and they were already going to happen because Democrats didn’t (and don’t) have the votes to renew them because they can’t win elections. Now they’re using this opportunity to try to get those things back at gunpoint. It’s not propaganda that the Republicans have offered a CR which changes nothing additional. Once again, Democrats expect to enact their own policy goals with 47 Senate seats and find it doesn’t go so well. Maybe some decade they will go back to trying to convince voters to vote for them instead of just ridiculing everyone outside their echo chamber.
(I’m not a democrat or a republican, I’m not rooting for either one.)
I’m not on Obamacare, so my premiums aren’t going up. Obamacare is also pretty terrible, since those plans always have worse networks than private insurance since those plans have shitty reimbursement rates. Anyone who can avoid Obamacare plans avoids them, and is smart to do so.
One reason I don’t support the DNC is because Obamacare is such a shitty and compromised system, designed to help insurance companies maximize their profits. Since the Democrats can’t convince anyone to vote for them because they are obsessed with draping themselves in the mantles of unpopular culture war issues, they have proven unable to get the kind of power it would take to pass even a public option, let alone an “NHS.”
I don’t support the GOP, of course, because instead of coming up with a better alternative or an overhaul, they just fuck around with it and try to make it worse and more expensive.
>designed to help insurance companies maximize their profits.
What Healthcare plan isn't going to help private insurance benefit? Medicare/caid already puts a trillion dollar in funding it, so this isn't isn't something that can be fully government funded with the US's current debt. They'll have to worn with existing companies on this. It's not an easy problem to solve.
The solution here is to get more progressive people into these seats so they get better deals and control the greed of private Healthcare, not just hold your hands up and say "both sides bad" and do nothing. Doing nothing only forwards the status quo, and the status quo ain't really great right now.
Isn't that a common Dem criticism? That we can't compromise and end up standing for nothing because every possible candidate has some small issue that makes t
>the Democrats can’t convince anyone to vote for them because they are obsessed with draping themselves in the mantles of unpopular culture war issues
You're falling for the right wing spin. We still have Trump complaining about trans athletes as the government is shut down and somehow the democrats are focusing on the culture war? You're conflating internet culture wars with the DC politicians. Only one voter base has pushed this point and it's precisely to distract.
I'm on communities them "unsupportable"? I don't like that either. You don't make solutions without compromise.
like HN precisely to filter out thst bickering and focus on what's actually affecting my life.
Government has traditionally been horrible at establishing culture anyway. They can facilitate it, but it's down to the people to make do with the tools given.
That's precisely what this is, views on welfare are one of the most fundamental ideological differences between "the left" and "the right".
What's messed up is that people who need social welfare and subsidies the most end up voting for conservatism and austerity, so everyone ends up twisting the definitions of "the left" and "the right" to rationalize their own choices.
It's really not, it's a uniquely American problem. You don't have the far right in the UK nor Japan nor India try to argue about increasing Healthcare premiums. It's as foreign idea to them as national id's are for the US.
But yes, I completely agree with your comment otherwise.
After this all blows over, I never want to hear a 1A nor 2A argument from anyone who voted for this ever again. Nor anything about balancing the budget It's clear that they love to be treaded on and welcome it on a red carpet.
It's mostly what heliodex said, that it's a copypasta when ppl need big text. There's also a compression meme around the bee and other movies (on yt: bee movie in 10s or it gets faster everytime X). But unlike i thought in the beginning it's not a zlib specific joke.
Yeah, the movie became a bit of a meme at some point and somehow shoehorning in "the entire bee movie script" into random places became a part of that.
I only use TT for my 3D modeling, Blender3D tricks and motion graphics. I have all political options disabled and have blocked all news. So far not a single political ideology has popped up on my fyp. Ads are also 0. Enjoying it so far. Fine tuned for my needs.
I only use YouTube in a mobile browser with uBlock Origin turned on, so I never see any ads. Highly recommended by the way. Clearly YouTube is a terrible business model and has zero revenue potential.
