Thanks for sharing! Will probably try to go this route once I get the NAS squared away and turn back to localLLMs. Out of curiosity, are you using the q4_k_m quantization type?

This is exactly the sort of tradeoff I was wondering about, thank you so much for mentioning this. I think ultimately I would probably align with you in prioritizing answer quality over context length (but it sure would be nice to have both!!) I think my plan for now based on some of the other comments is to go ahead with the NAS build and keep my eyes peeled for any GPU deals in the meantime (though honestly I am not holding my breath). Once I’ve proved to myself I can something stable without burning the house down, I’ll on something more powerful for the localLLM. Thanks again for sharing!

Wow, that sounds amazing! I think that GPU alone would probably exceed my budget for the whole build lol. Thanks for sharing!

This is definitely good advice. I tend to run my laptops into the ground before I replace them, but a lot of the feedback here has made me think experimenting with something much less expensive first is probably the right move instead of trying to do everything all at once (so that when I inevitably screw up, it at least won’t be a $4k screw up.) But thanks for the sanity check!

Thank you so much for all of this! I think you’re definitely right that probably starting smaller and trying a few things out is more sensible. At least for now I think I am going to focus on putting something together for the lower-hanging fruit by focusing on the NAS build first and then build up to local AI once I have something stable (but I’ll definitely be keeping an eye out for GPU deals in the meantime, so thanks for mentioning the B580 variant, it wasn’t on my radar at all as an option). But I think the thread has definitely given me confidence that splitting things out that way makes sense as a strategy (I had been concerned when I first wrote it out that not planning out everything all at once was going to cause me to miss some major efficiency, but I feel like it turns out that self-hosting is more like gardening than I thought in that it sort of seems to grow organically with one’s interest and resources over time; sort of sounds obvious in retrospect, but I was definitely approaching this more rigidly initially). And thank you for the HDD rec! I think the Exos are the level above the Ironwolf Pro I mentioned, so will definitely consider them (especially if they come back online for a reasonable price at serverpartdeals or elsewhere). Just out of curiosity, what are you using for admin on your MC server? I had heard of Pterodactyl previously, but another commenter mentioned CraftyController as a bit easier to work with. Thank you again for writing all of this up, it’s super helpful!

You are both totally right. I think I anchored high here just because of the LLM stuff I am trying to get running at around a GPT4 level (which is what I think it will take for folks in my family to actually use it vs. continuing to pass all their data to OpenAI) and it felt like it was tough to get there without spending an arm and a leg on GPUs alone. But I think my plan is now to start with the NAS build, which I should be able to accomplish without spending a crazy amount and then building out iteratively from there. As you say, I’d prefer to screw up and make a $500 mistake vs. a multiple thousand dollar one. Thanks for the sanity check!

Woah, this is big news!! I’d been following some of the older articles talking about this being pending, but had no idea it just released, thanks for sharing! Will just need to figure out how much of a datahoarder I’m likely to become, but it might be nice to start with fewer than 6 of the 8TB drives and expand up (though I think 4 drives is the minimum that makes sense; my understanding is also that energy consumption is roughly linear with number of drives, though that could be very wrong, so maybe I’ve even start with 4x a 10-12TB drive if I can find them for a reasonable price). But thanks for flagging this!

Amazing, thanks again for all for all of this! I’ll start keeping my eyes peeled for any good deals on 3090s that pop up (though will probably end up prioritizing the NAS build first just to get my feet wet before diving straight into the localLLM world). But thanks again for taking the time to share!

Thanks for flagging this! I’d just passively absorbed second hand the mining rig fears, but you’re totally right that it’s not as though a regularly used overclocked gaming GPU isn’t going to also be subject similar degradation (especially if the miner is intentionally underclocking). I guess the biggest fears then are just physical damage from rough install and then potential heat damage (though maybe swapping thermal pads and paste helps alleviate that?) And of course checking benchmarks for any weirdness if possible I guess…

(Also very curious about all of the HA stuff; it’s definitely on my list of things to experiment with, but probably down the line once I’ve gotten some basic infrastructure in place. Very excited at the prospect though)

This is super interesting, thanks so much for sharing! In my initial poking around, I’d seen a lot of people that suggested virtualizing TrueNAS within Proxmox was a bit of a headache (especially when something inevitably goes wrong and everything goes down), but I hadn’t considered cutting out TrueNAS entirely and just running directly on Proxmox and pairing that virtualization with k8s and robust backups (I am pleasantly shocked that PBS can manage that many backups without it eating up crazy amounts of space). After the other comments I was sort of aligning around starting off with a TrueNAS build and then growing into some of the LLM stuff I mentioned, but I have to admit this is really intriguing as an alternative (even if as something to work towards once I’ve got some initial prototypes; figuring out k8s would be a really fun project I think). Just out of curiosity, how noisy do you find the old Dell servers? I have been hesitant both because of power draw and noise, but would love to get feedback from someone who has them. Thanks so much again for taking the time to write all of this out, I really appreciate it!

Thanks so much for sharing! I just poked around for the Ironwolf 8TB drives I was thinking of an it unfortunately looks like they’re sold out for now (as are the 8TB WD Reds it looks like), but I’ll definitely keep an eye out for them here (and honestly maybe explore some different size options honestly; the drive costs I was seeing on other sites was more than I expected, but wasn’t sure if that was just the new normal; glad to have another option!) And thanks so much for the awesomeselfhosted list!! I don’t think I’d seen everything collected in one place like that before, that will be super helpful!

Thanks so much for all of this info! You’re almost certainly correct that I’m overthinking this (it’s definitely a talent of mine). I had been leaning z2 on the NAS only because I’d heard that the resilvering process can be somewhat intensive on the drives, especially when they’re larger, but I had also seen folks say that this was probably overkill for most home settings and so I’m glad someone with experience on it could chime in. I think my biggest takeaway from what you shared is that it sounds like keeping the file system baremetal and fiddling with it as little as possible is the strategy (vs. virtualizing it and running it out of one large Proxmox machine, for instance). And I think you’re totally right on the LLMs being the real sticking point; I’d had no idea just how resource intensive they were not just to train but even to operate until I started looking into running one locally. It’s honestly making me think that maybe trying to roll this out in phases starting with the NAS (while also doing some other infrastructure upgrades like looking at running cat 6a and swapping out my router from the ISP all-in-one to something that can run OPNSense paired with some WAPs), might be a better place to start. Then, if I can get some early successes under my belt, I can move onto the LLM arena and see how much time, money, and tears I want to spend getting that up and running. Oh, and thanks also for mentioning TiB; it sent me down a very interesting rabbit hole on the base 10 vs. base 2 byte measurement and how drive companies use the difference to pump up the number they get to advertise; I had no idea that accounting for the discrepancy in drive size, but is definitely not surprising.

Thank you! I think I am just at the “Valley of Despair” portion of the Dunning-Kruger effect lol, but the good news is that it’s hopefully mostly up from here (and as you say, a good finished product is infinitely better than a perfect idea).

Thanks so much for flagging that, the above 4g decoding wasn’t even on my radar. And I think you and another commenter have sold me on trying for an EPYC mobo and dual 3090 combination. If you don’t mind my asking, did you get your 3090’s new or used? I feel like used is the way to go from a cost perspective, but obviously only if it wasn’t used 24/7 in a mining rig for years on end (and I am not confident in my ability to make a good call on that as of yet. I guess I’d try to get current benchmarks and just try to visually inspect from photos?) But thanks again!

Thanks, will do!

Thanks for this! The jet engine sound level and higher power draw were both what made me a little wary of used enterprise stuff (plus jumping from never having a home server straight to rack mounted felt like flying a little too close to the sun). And thanks also for the epyc rec; based on other comments it sounds like maybe pairing that with dual 3090s is the most cost effective option (especially because I fear you’re right on prices not being adjusted downward; not sure if the big hit Nvidia took this morning because of DeepSeek might change things but I suppose that ultimately unless underlying demand drops, why would they drop their prices?) Thanks again for taking the time to respond!

This is a great point and one I sort of struggled with tbh; I think you’re right that if I built it out as a gaming PC I would probably use Windows (not to say I am not very excited about the work Steam is doing for Linux gaming, it’s just hard to beat the native OS). I was leaning toward a Linux build for the server form though just to try to embrace a bit more FOSS (and because I am still a little shocked that Microsoft could propose the Recall feature with a straight face). Maybe I could try a gaming setup that uses some flavor of Linux as a base, though then I am not sure I take advantage of the ability to use the AI stuff easier. Will definitely think more on it though, thanks for raising this!

Thank you! Honestly I am probably going way overboard myself (I think I’ve tried to convince myself that it might make sense given the likelihood of tariffs around the corner, but honestly might still end up downscaling to more like 10-20TB of storage and radically reduce my LLM expectations). And thanks also for the Crafty Controller rec, I hadn’t heard of them and will definitely check them out!

Thanks so much! Appreciate the DDR4 and DRAM thoughts, and great point on secondaries. I have actually been debating the right place to put this as well. My ONT is in the basement (which is I feel like is probably the best place to put this from a noise perspective), though my sad cable company router is in a spare bedroom that I was considering as well (this option would require a little less rewiring, though honestly I’m probably going to have to either figure out how to run my own ethernet or hire out for it regardless of where I put it). No worries if not, but do you have a sense of what noise I might expect from the TrueNAS machine I am thinking of running 24/7 vs. the Proxmox that I won’t be using all the time? I think I could live with occasional noise spikes, but having something loud 24/7 in a bedroom would probably be cruel. And huge thank you for the warning on power draw: I have not been considering amperage at all and will need to look into that to figure out what I can sustain without burning the house down. Are there any other secondary variables you’d recommend I should consider? Appreciate all of your thoughts!